Contents

Tests the IPKWZ_VF_VECSV Algorithm with varyin w (fl_y_min)

close all

ar_fl_y_min = [0, 0.20, 1];
% ar_it_w_n = [25, 50];

for fl_y_min = ar_fl_y_min

Simulate with current ar_it_w

    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp(['fl_y_min = ' num2str(fl_y_min)]);
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('');
    disp('');
    disp('');
    disp('');

    it_param_set = 4;
    [param_map, support_map] = ffs_ipwkz_set_default_param(it_param_set);

    % Simulation Accuracy
    param_map('it_w_perc_n') = 500;
    param_map('it_ak_perc_n') = param_map('it_w_perc_n');
    param_map('it_z_n') = 15;

    param_map('fl_coh_interp_grid_gap') = 0.01;
    param_map('fl_w_interp_grid_gap') = 0.01;
    param_map('it_c_interp_grid_gap') = 10^-4;

    % Iteration Limits
    % param_map('it_maxiter_val') = 2;

    % Turn on 2nd stage graphs
    support_map('bl_graph_evf') = true;
    support_map('bl_display_evf') = false;

    % Production Function Parameters
    param_map('fl_w') = fl_y_min;

    % Display Parameters
    support_map('bl_display') = false;
    support_map('bl_display_final') = true;
    support_map('bl_time') = true;
    % support_map('bl_profile') = false;


    % Call Program
    ff_ipwkz_vf_vecsv(param_map, support_map);
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
fl_y_min = 0
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Warning:
"C:\Users\fan\CodeDynaAsset\m_ipwkz\test\ff_ipwkz_vf_vecsv\test_prod\html" not
found in path. 
Warning: Ignoring extra legend entries. 
Elapsed time is 168.385416 seconds.
Warning: Directory already exists. 
valgap = norm(mt_val - mt_val_cur)
polgap = norm(mt_pol_a - mt_pol_a_cur)
z1 = z1 perc change: sum((mt_pol_a ~= mt_pol_a_cur))/(it_ameshk_n)
                 valgap      polgap        z1          z2          z3          z4           z5            z6           z7           z8            z9           z10           z11           z12           z13          z14         z15   
                ________    ________    ________    ________    ________    ________    __________    __________    ________    __________    __________    __________    __________    __________    __________    ________    ________

    iter=1        522.81      592.27           1           1           1           1             1             1           1             1             1             1             1             1             1           1           1
    iter=2        437.98      5186.4     0.99982     0.99982     0.99982     0.99982       0.99982       0.99982     0.99982       0.99982       0.99982       0.99982       0.99982       0.99982       0.99982     0.99982     0.99982
    iter=3        358.48      1726.4      0.9993     0.99912     0.99912     0.99912       0.99912       0.99894     0.99894       0.99877       0.99886       0.99886       0.99877       0.99824       0.99868     0.99833     0.99842
    iter=4        312.16         846     0.99859     0.99833     0.99868     0.99912       0.99859       0.99604     0.99622       0.99859       0.99842       0.99842       0.99789       0.99842       0.99798     0.99806     0.99789
    iter=5        278.09      503.15     0.99877     0.99842     0.99789     0.99824       0.99806       0.99666     0.99771       0.99762       0.99806       0.99789       0.99824       0.99727       0.99745     0.99745     0.99692
    iter=6        250.08      333.61     0.99859     0.99692     0.99745     0.99789       0.99771       0.99692     0.99789       0.99727       0.99701       0.99701       0.99727       0.99806       0.99701     0.99727     0.99657
    iter=7        226.45      236.79     0.99789     0.99789     0.99666     0.99824       0.99771        0.9971     0.99745       0.99754       0.99727       0.99718       0.99683       0.99692       0.99692      0.9956     0.99683
    iter=8        206.14      176.31     0.99736     0.99789     0.99789     0.99701       0.99727       0.99718     0.99736       0.99666       0.99648       0.99595        0.9963       0.99657       0.99595      0.9963     0.99578
    iter=9        188.46      136.31     0.99754     0.99666     0.99622      0.9963       0.99613       0.99613     0.99622        0.9963       0.99604       0.99613       0.99666       0.99604       0.99595     0.99613     0.99499
    iter=10       172.89      108.03     0.99666     0.99648     0.99613     0.99578        0.9963       0.99525     0.99586       0.99586       0.99595       0.99542       0.99525       0.99551       0.99586     0.99472     0.99542
    iter=11       159.06      87.517     0.99525     0.99578     0.99578     0.99525        0.9949       0.99507      0.9956       0.99481       0.99499       0.99481       0.99463       0.99455       0.99507     0.99393      0.9949
    iter=12       146.69       72.18     0.99349     0.99349     0.99402     0.99367       0.99437       0.99472     0.99455       0.99419       0.99384       0.99428       0.99455       0.99525       0.99402      0.9949     0.99411
    iter=13       135.56      60.189      0.9912     0.99155     0.99261     0.99296       0.99331       0.99437     0.99323       0.99367       0.99419       0.99411       0.99314       0.99367       0.99367     0.99323      0.9934
    iter=14       125.49      50.862     0.97836     0.98293     0.98328     0.98645        0.9861       0.98962     0.99015       0.99164       0.99147       0.99182       0.99323       0.99191       0.99296     0.99199     0.99279
    iter=15       116.35      43.066     0.95988     0.96463     0.96674     0.97361       0.97836       0.97906     0.98311       0.98443       0.98803       0.99032       0.99103       0.99173       0.99235     0.99147     0.99138
    iter=16       108.02      36.912     0.93665     0.94105     0.94721     0.95126       0.95953       0.96252     0.97009         0.978       0.97976       0.98583       0.98821       0.98971       0.99023     0.98962     0.99023
    iter=17        100.4      31.788     0.89354     0.90252     0.91307     0.92134       0.92997       0.94105     0.94572        0.9539       0.96322       0.97123       0.97739       0.98249       0.98434     0.98856       0.989
    iter=18       93.411      27.922     0.85201     0.86345     0.87102     0.88562       0.88844       0.90322     0.91501       0.92891       0.93788       0.94791       0.95962       0.96859       0.97378     0.98337     0.98645
    iter=19       86.989      24.454     0.78427     0.79993      0.8126      0.8258       0.84058       0.85589     0.87014       0.88993       0.90322         0.918       0.93208       0.94704        0.9619     0.96973     0.97616
    iter=20       81.074       21.55     0.69418     0.70491     0.71951     0.73852       0.76351       0.78374     0.80785       0.82861       0.85606       0.87753       0.90146        0.9187       0.93489     0.95091     0.96252
    iter=21       75.616      19.565      0.5981     0.62097     0.62696     0.63928       0.66602       0.68379     0.70975       0.74327       0.77019        0.7972       0.82756       0.86724       0.89882     0.92337      0.9422
    iter=22       70.571      17.412      0.5168     0.54091     0.54637     0.56255       0.58103       0.59194     0.62907       0.65511       0.67711       0.70737       0.73808        0.7738       0.81656     0.85369      0.8946
    iter=23       65.901      16.672     0.46525      0.4656     0.47317     0.50361       0.50466       0.53546     0.54672       0.57637       0.59089       0.62801       0.65714       0.69506       0.72646     0.76351     0.80125
    iter=24       61.574      14.115     0.39169     0.40137     0.42583     0.42442       0.44994        0.4707     0.49041       0.50343       0.53898       0.54918       0.58913       0.61446       0.64649     0.68335     0.70157
    iter=25       57.558       13.46     0.35228     0.36477     0.35914      0.3836       0.39469       0.40929     0.43498       0.44906       0.46648       0.50836       0.52807       0.54162       0.58077     0.60725     0.65379
    iter=26       53.828       13.53     0.29931     0.30723     0.33204     0.33239       0.34559       0.37234     0.37515       0.40401       0.42354       0.43445       0.46789       0.49824       0.52895     0.56467     0.57206
    iter=27        50.36      11.247     0.27327     0.28084     0.27661     0.30107       0.30741       0.32289     0.34454       0.35272       0.37023       0.40542       0.41844       0.43868       0.46534     0.48812     0.52068
    iter=28       47.133      10.611     0.22629     0.24564     0.26395     0.25374       0.27415       0.28277     0.29861       0.31603       0.33785       0.34401       0.38325       0.40331        0.4385     0.45399     0.46314
    iter=29       44.128       9.499     0.21573     0.20183     0.22154     0.24318       0.23315        0.2599     0.25972        0.2826       0.29166       0.32448       0.34216       0.37111       0.37709     0.39882     0.43243
    iter=30       41.327      8.5368     0.18723     0.20271     0.19426     0.20517       0.22365       0.21872     0.24248       0.25022       0.27644       0.28277       0.29527       0.33213       0.35527     0.36108       0.369
    iter=31       38.715      9.3028     0.15643     0.16734     0.17966      0.1772       0.19092        0.2006      0.2138         0.224       0.24406       0.25567       0.27749       0.29351       0.31357     0.34929     0.35861
    iter=32       36.278      10.502     0.14728     0.14183      0.1559     0.17104       0.15907        0.1874       0.183       0.20623       0.20535       0.23456       0.25356       0.26905       0.27961     0.30556     0.31885
    iter=33       34.003      7.1409     0.13197     0.13285     0.13162     0.14552       0.14711       0.15696     0.17596       0.17508       0.19233        0.2013       0.21415       0.24635       0.24969     0.26641     0.28313
    iter=34       31.877      6.5301     0.11702     0.12141     0.11614     0.12564       0.13743       0.13813     0.15467       0.15309        0.1728       0.18441       0.20465       0.21837       0.24389     0.25339     0.25796
    iter=35       29.891      6.5365    0.096428     0.10171     0.11578     0.10663       0.11878       0.12282     0.13092       0.14517       0.15326       0.16224       0.18705       0.20077         0.213     0.23069     0.24626
    iter=36       28.034      5.7137    0.085342    0.092029    0.097308    0.095724       0.10787       0.11455     0.11174       0.13426       0.13162       0.15344       0.16101       0.17139       0.19162     0.20183      0.2094
    iter=37       26.297       5.307    0.075312    0.079711    0.088862    0.091853      0.086398      0.099243    0.099419       0.11051       0.12036       0.13074       0.15626       0.14939       0.16523     0.17359      0.1925
    iter=38       24.672      4.8338    0.075488    0.065458    0.073729    0.082351      0.076368      0.091149      0.1003       0.10294       0.11596       0.12317       0.13268       0.14728       0.15784     0.16365     0.16347
    iter=39        23.15      5.0935    0.064579    0.062995    0.063171    0.070913      0.082175      0.079887    0.088862      0.088334      0.098891       0.10857       0.11649       0.13162       0.15274     0.15397     0.14464
    iter=40       21.726      4.8781     0.05578    0.061235    0.053317    0.063171       0.06757      0.064579      0.0776      0.079359      0.087278      0.092645       0.11596       0.11438       0.12546     0.15538     0.13901
    iter=41       20.392      4.7167    0.047686    0.051909    0.046982    0.052965      0.060531       0.05666    0.061939      0.072849      0.079711      0.081295      0.096252      0.099595       0.12001     0.12317     0.13796
    iter=42       19.142      3.8028    0.040472    0.044871     0.04927     0.04751      0.052085      0.051381    0.058244      0.065986       0.06933      0.079711      0.085342      0.091677       0.10311     0.11121     0.11754
    iter=43       17.971       4.368    0.038712    0.039592    0.044519    0.040296      0.045047      0.051205    0.051909      0.058948      0.058772      0.071969      0.072849      0.091501      0.088862    0.096604     0.10707
    iter=44       16.873      3.1698    0.031849    0.032201    0.037832    0.034313      0.039064      0.048038     0.04575      0.052437      0.051909      0.061059      0.068978      0.073905      0.076544    0.089741    0.089213
    iter=45       15.844      3.1908    0.026922    0.031497    0.034313    0.032025      0.034489      0.041527    0.041351      0.045047      0.048038      0.052789      0.056836       0.06493      0.070561    0.077776    0.082351
    iter=46       14.879      3.4111    0.023227    0.027626    0.027802    0.031673       0.03009      0.033081    0.035369      0.040824      0.040648      0.048214      0.054197      0.057716      0.062115    0.062467    0.072145
    iter=47       13.974      3.9741    0.019356    0.022347    0.024811    0.028858      0.025515      0.028506    0.029562      0.036424      0.040999      0.043639      0.045575      0.051557      0.056308    0.060179    0.063875
    iter=48       13.125      2.9326     0.01918    0.019884    0.021116    0.024811      0.022347      0.024107    0.027098      0.029562      0.039416      0.040999       0.04012       0.05015      0.046982    0.057188    0.058772
    iter=49       12.328       2.777    0.016717    0.016365    0.019532    0.020412      0.022347      0.021468    0.023755       0.02657      0.032025      0.034665      0.040296      0.046278      0.062291    0.057188    0.048742
    iter=50       11.581      2.4176     0.01742    0.016365    0.016541    0.018828      0.019532      0.021116    0.023403      0.023227      0.027274      0.027802        0.0366      0.036776       0.04575    0.043991     0.04839
    iter=101     0.48998     0.23113           0           0           0           0    0.00017596             0           0    0.00017596             0             0             0             0             0           0           0
    iter=102     0.46058           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=103     0.43294      0.2082           0           0           0           0             0    0.00017596           0             0             0             0             0    0.00017596             0           0           0
    iter=104     0.40696    0.094867           0           0           0           0             0             0           0             0             0             0             0    0.00017596             0           0           0
    iter=105     0.38254           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=106     0.35959           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=107     0.33801     0.15005           0           0           0           0             0             0           0             0             0             0             0             0    0.00017596           0           0
    iter=108     0.31773           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=109     0.29867           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=110     0.28074    0.091922           0           0           0           0             0             0           0             0             0    0.00017596             0             0             0           0           0
    iter=111      0.2639           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=112     0.24806      0.0818           0           0           0           0             0             0           0             0             0             0             0    0.00017596             0           0           0
    iter=113     0.23318           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=114     0.21919     0.18198           0           0           0           0             0             0           0             0    0.00017596             0    0.00017596             0             0           0           0
    iter=115     0.20604     0.10565           0           0           0           0             0             0           0             0    0.00017596             0             0             0             0           0           0
    iter=116     0.19367           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=117     0.18205           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=118     0.17113           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=119     0.16086           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=120     0.15121           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=121     0.14214           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=122     0.13361           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=123     0.12559           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=124     0.11806    0.034268           0           0           0           0             0    0.00017596           0             0             0             0             0             0             0           0           0
    iter=125     0.11097           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=126     0.10431           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=127    0.098055           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=128    0.092172           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=129    0.086642           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=130    0.081443           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=131    0.076556           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=132    0.071963           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=133    0.067645           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=134    0.063586           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=135    0.059771           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=136    0.056185           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=137    0.052814           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=138    0.049645           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=139    0.046666           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=140    0.043866           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=141    0.041234           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=142     0.03876           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=143    0.036435           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=144    0.034248           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=145    0.032194           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=146    0.030262           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=147    0.028446           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=148    0.026739           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=149    0.025135           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0
    iter=150    0.023627           0           0           0           0           0             0             0           0             0             0             0             0             0             0           0           0

tb_val
                             z1_0_34741    z2_0_40076    z3_0_4623    z4_0_5333    z5_0_61519    z6_0_70966    z10_1_2567    z11_1_4496    z12_1_6723    z13_1_9291    z14_2_2253    z15_2_567
                             __________    __________    _________    _________    __________    __________    __________    __________    __________    __________    __________    _________

    coh1:k=0,b=0              -1020.7       -1020.7       -1020.7      -1020.7      -1020.7       -1020.7       -1020.7       -1020.7       -1020.7       -1020.7        -1020.7       -1020.7
    coh2:k=0.0100024,b=0      -81.145       -79.705       -78.189      -76.679       -75.21       -73.793       -68.656       -67.498       -66.388       -65.331        -64.342       -63.458
    coh3:k=0.0200048,b=0       -37.01       -35.569       -34.052       -32.54       -31.07       -29.652       -24.511       -23.352       -22.241       -21.183        -20.193       -19.308
    coh4:k=0.0300072,b=0      -31.145       -29.704       -28.187      -26.676      -25.207       -23.789       -18.648       -17.489       -16.378        -15.32        -14.331       -13.446
    coh5:k=0.0400096,b=0      -28.542       -27.101       -25.584      -24.073      -22.603       -21.185       -16.045       -14.885       -13.774       -12.716        -11.727       -10.842
    coh6:k=0.050012,b=0       -26.683       -25.338       -23.901      -22.451      -21.022       -19.628       -14.495       -13.336       -12.225       -11.167        -10.178       -9.2929
    coh7:k=0.0600144,b=0       -25.14       -23.809       -22.403      -20.997      -19.624       -18.295       -13.398       -12.263       -11.165        -10.11        -9.1201       -8.2352
    coh8:k=0.0700168,b=0       -24.02       -22.724        -21.34      -19.941      -18.568        -17.24       -12.392       -11.291       -10.234       -9.2261        -8.2758       -7.4183
    coh9:k=0.0800192,b=0      -22.994        -21.73       -20.391      -19.048      -17.727       -16.433       -11.612       -10.512       -9.4562       -8.4485         -7.504       -6.6583
    coh10:k=0.0900216,b=0     -22.187       -20.943       -19.611       -18.27      -16.955        -15.68       -10.989       -9.9019       -8.8495       -7.8417        -6.8976       -6.0523
    coh11:k=0.100024,b=0      -21.434       -20.218       -18.926      -17.625      -16.336       -15.073       -10.401       -9.3356       -8.3112       -7.3285        -6.3997       -5.5619
    coh12:k=0.110026,b=0      -20.807       -19.606       -18.321      -17.025      -15.753       -14.518       -9.9124       -8.8473       -7.8233       -6.8449        -5.9272       -5.1049
    coh13:k=0.120029,b=0      -20.215       -19.037       -17.784      -16.517      -15.261        -14.03       -9.4818       -8.4339       -7.4178       -6.4404        -5.5229       -4.7008
    coh14:k=0.130031,b=0      -19.703       -18.542       -17.296      -16.036      -14.799       -13.594       -9.0788       -8.0388       -7.0378       -6.0796        -5.1744       -4.3575
    coh15:k=0.140034,b=0       -19.22       -18.073       -16.852      -15.618      -14.393        -13.19       -8.7329       -7.6965        -6.696       -5.7389        -4.8401       -4.0341
    coh16:k=0.150036,b=0      -18.786       -17.658       -16.447      -15.219      -14.009        -12.83        -8.402       -7.3821       -6.3952       -5.4438        -4.5456       -3.7399
    coh17:k=0.160038,b=0      -18.381       -17.262       -16.069      -14.863      -13.666       -12.489       -8.1076        -7.088       -6.1057       -5.1651          -4.28       -3.4812
    coh18:k=0.170041,b=0      -18.002       -16.904       -15.724      -14.523      -13.339       -12.182       -7.8327       -6.8262       -5.8487       -4.9084        -4.0249       -3.2319
    coh19:k=0.180043,b=0      -17.655       -16.564       -15.395      -14.214      -13.042       -11.889       -7.5762       -6.5731       -5.6058        -4.677        -3.7979       -3.0054
    coh20:k=0.190046,b=0      -17.322       -16.247       -15.095       -13.92      -12.757       -11.621       -7.3415       -6.3458       -5.3795        -4.453        -3.5816       -2.7982
    coh21:k=0.200048,b=0      -17.016       -15.951       -14.805      -13.646      -12.497       -11.365        -7.116       -6.1273        -5.172       -4.2507        -3.3799       -2.5979
    coh22:k=0.21005,b=0       -16.722       -15.667       -14.538      -13.388      -12.245       -11.127         -6.91       -5.9254       -4.9714       -4.0566        -3.1947       -2.4162
    coh23:k=0.220053,b=0      -16.444       -15.403       -14.282      -13.141      -12.012         -10.9       -6.7103       -5.7341       -4.7884       -3.8754         -3.015       -2.2418
    coh24:k=0.230055,b=0      -16.184       -15.149       -14.038      -12.911      -11.787       -10.685       -6.5266       -5.5529       -4.6104       -3.7058        -2.8503       -2.0779
    coh25:k=0.240058,b=0      -15.931       -14.909        -13.81      -12.688      -11.577       -10.483       -6.3478       -5.3829        -4.446       -3.5422        -2.6909       -1.9253
    coh26:k=0.25006,b=0       -15.694        -14.68       -13.588      -12.479      -11.375       -10.288       -6.1823       -5.2192       -4.2869       -3.3907        -2.5416       -1.7769
    coh27:k=0.260062,b=0      -15.466        -14.46        -13.38      -12.278      -11.182       -10.105       -6.0209       -5.0659       -4.1376       -3.2429        -2.3998       -1.6394
    coh28:k=0.270065,b=0      -15.246       -14.251       -13.179      -12.085      -10.999       -9.9266       -5.8702       -4.9171       -3.9942       -3.1053        -2.2633       -1.5055
    coh29:k=0.280067,b=0      -15.038        -14.05       -12.985      -11.902      -10.821       -9.7588        -5.723       -4.7774       -3.8575        -2.971        -2.1352       -1.3797
    coh30:k=0.29007,b=0       -14.837       -13.855       -12.801      -11.724      -10.653       -9.5956        -5.585       -4.6414       -3.7269       -2.8451        -2.0101       -1.2588
    coh31:k=0.300072,b=0      -14.642       -13.671       -12.623      -11.554       -10.49       -9.4399         -5.45        -4.513       -3.6012       -2.7226        -1.8929       -1.1427
    coh32:k=0.310074,b=0      -14.456       -13.491       -12.452      -11.391      -10.333       -9.2902       -5.3225       -4.3878       -3.4813       -2.6063        -1.7781       -1.0325
    coh33:k=0.320077,b=0      -14.276       -13.318       -12.287      -11.232      -10.182       -9.1448       -5.1978       -4.2691       -3.3651       -2.4936        -1.6699      -0.92509
    coh34:k=0.330079,b=0      -14.101       -13.152       -12.126       -11.08      -10.036       -9.0062       -5.0795       -4.1533       -3.2542       -2.3858         -1.564      -0.82346
    coh35:k=0.340082,b=0      -13.934        -12.99       -11.973      -10.932      -9.8956       -8.8706       -4.9639       -4.0429       -3.1464       -2.2816        -1.4634      -0.72378
    coh36:k=0.350084,b=0      -13.771       -12.834       -11.823       -10.79      -9.7592       -8.7407       -4.8534       -3.9354       -3.0431       -2.1813        -1.3653      -0.62951
    coh37:k=0.360086,b=0      -13.612       -12.683       -11.678      -10.652      -9.6269       -8.6147       -4.7458       -3.8321       -2.9428       -2.0842        -1.2715      -0.53686
    coh38:k=0.370089,b=0       -13.46       -12.535       -11.538      -10.518      -9.4996       -8.4918        -4.642       -3.7318       -2.8461       -1.9905        -1.1801      -0.44879
    coh39:k=0.380091,b=0      -13.311       -12.393       -11.402      -10.388      -9.3751       -8.3739       -4.5416       -3.6347       -2.7523       -1.8996        -1.0922      -0.36242
    coh40:k=0.390093,b=0      -13.166       -12.255        -11.27      -10.262      -9.2546       -8.2583       -4.4437       -3.5409       -2.6614       -1.8118        -1.0067      -0.27972
    coh41:k=0.400096,b=0      -13.026        -12.12       -11.141      -10.139      -9.1379       -8.1464       -4.3494       -3.4493       -2.5735       -1.7264       -0.92412      -0.19873
    coh42:k=0.410098,b=0      -12.889       -11.989       -11.016       -10.02      -9.0235        -8.038       -4.2569       -3.3612       -2.4877       -1.6439       -0.84369      -0.12098
    coh43:k=0.420101,b=0      -12.756       -11.862       -10.894      -9.9038       -8.913       -7.9316        -4.168       -3.2746        -2.405       -1.5633       -0.76596     -0.044815
    coh44:k=0.430103,b=0      -12.626       -11.737       -10.776      -9.7902      -8.8051       -7.8289       -4.0807       -3.1913       -2.3238       -1.4854          -0.69      0.028564
    coh45:k=0.440105,b=0        -12.5       -11.616        -10.66      -9.6803      -8.6994       -7.7285       -3.9963       -3.1094       -2.2456       -1.4091       -0.61662       0.10043
    coh46:k=0.450108,b=0      -12.376       -11.498       -10.547      -9.5726      -8.5972       -7.6301       -3.9138       -3.0304       -2.1687       -1.3356       -0.54473       0.16989
    coh47:k=0.46011,b=0       -12.256       -11.382       -10.437      -9.4672       -8.497        -7.535       -3.8332       -2.9529       -2.0945       -1.2631       -0.47522       0.23799
    coh48:k=0.470113,b=0      -12.138       -11.269       -10.329       -9.365      -8.3989       -7.4415        -3.755       -2.8774       -2.0215       -1.1933       -0.40698       0.30381
    coh49:k=0.480115,b=0      -12.023       -11.159       -10.224      -9.2648      -8.3037       -7.3502       -3.6782        -2.804       -1.9508       -1.1245       -0.34097       0.36848
    coh50:k=0.490117,b=0      -11.911       -11.052       -10.121      -9.1664      -8.2103       -7.2615       -3.6037       -2.7319       -1.8815        -1.058       -0.27603       0.43105
    coh5634:k=56.3435,b=0      14.046        14.099         14.16       14.228       14.302        14.383        14.782        14.905        15.037        15.178         15.324        15.464
    coh5635:k=56.3535,b=0      14.047          14.1        14.161       14.229       14.303        14.384        14.783        14.906        15.038        15.179         15.324        15.465
    coh5636:k=56.3635,b=0      14.048        14.101        14.162        14.23       14.304        14.385        14.784        14.907        15.039         15.18         15.325        15.466
    coh5637:k=56.3735,b=0      14.048        14.101        14.163       14.231       14.305        14.386        14.785        14.907        15.039         15.18         15.326        15.467
    coh5638:k=56.3835,b=0      14.048        14.102        14.163       14.231       14.305        14.386        14.785        14.907         15.04         15.18         15.326        15.467
    coh5639:k=56.3935,b=0      14.049        14.102        14.163       14.231       14.305        14.386        14.785        14.907         15.04        15.181         15.326        15.467
    coh5640:k=56.4035,b=0      14.049        14.102        14.163       14.231       14.305        14.386        14.785        14.907         15.04        15.181         15.326        15.468
    coh5641:k=56.4135,b=0      14.049        14.102        14.163       14.231       14.305        14.386        14.785        14.908         15.04        15.181         15.327        15.468
    coh5642:k=56.4235,b=0      14.049        14.102        14.163       14.231       14.305        14.386        14.786        14.908        15.041        15.182         15.328        15.469
    coh5643:k=56.4335,b=0      14.049        14.103        14.164       14.232       14.306        14.387        14.787        14.909        15.042        15.183         15.328        15.469
    coh5644:k=56.4435,b=0      14.051        14.104        14.165       14.233       14.307        14.388        14.788         14.91        15.042        15.184         15.329         15.47
    coh5645:k=56.4535,b=0      14.052        14.105        14.166       14.234       14.308        14.389        14.789        14.911        15.043        15.184          15.33        15.471
    coh5646:k=56.4635,b=0      14.053        14.106        14.167       14.235       14.309         14.39         14.79        14.912        15.044        15.185         15.331        15.472
    coh5647:k=56.4735,b=0      14.054        14.107        14.168       14.236       14.311        14.391         14.79        14.913        15.045        15.186         15.332        15.472
    coh5648:k=56.4835,b=0      14.055        14.108        14.169       14.237       14.312        14.392        14.791        14.914        15.046        15.187         15.332        15.473
    coh5649:k=56.4935,b=0      14.056        14.109         14.17       14.238       14.313        14.393        14.792        14.915        15.047        15.188         15.333        15.474
    coh5650:k=56.5035,b=0      14.056        14.109        14.171       14.239       14.313        14.394        14.793        14.915        15.047        15.188         15.334        15.474
    coh5651:k=56.5135,b=0      14.056        14.109        14.171       14.239       14.313        14.394        14.793        14.915        15.047        15.188         15.334        15.474
    coh5652:k=56.5235,b=0      14.056        14.109        14.171       14.239       14.313        14.394        14.793        14.915        15.047        15.188         15.334        15.475
    coh5653:k=56.5335,b=0      14.056        14.109        14.171       14.239       14.313        14.394        14.793        14.915        15.048        15.188         15.334        15.475
    coh5654:k=56.5436,b=0      14.057         14.11        14.171       14.239       14.313        14.394        14.793        14.915        15.048        15.189         15.335        15.476
    coh5655:k=56.5536,b=0      14.057         14.11        14.171       14.239       14.313        14.394        14.794        14.916        15.048         15.19         15.335        15.477
    coh5656:k=56.5636,b=0      14.057         14.11        14.172        14.24       14.314        14.395        14.795        14.917        15.049         15.19         15.336        15.477
    coh5657:k=56.5736,b=0      14.058        14.111        14.173       14.241       14.315        14.396        14.796        14.918         15.05        15.191         15.337        15.478
    coh5658:k=56.5836,b=0      14.059        14.113        14.174       14.242       14.316        14.397        14.796        14.919        15.051        15.192         15.338        15.479
    coh5659:k=56.5936,b=0       14.06        14.114        14.175       14.243       14.317        14.398        14.797         14.92        15.052        15.193         15.339        15.479
    coh5660:k=56.6036,b=0      14.062        14.115        14.176       14.244       14.318        14.399        14.798        14.921        15.053        15.194         15.339         15.48
    coh5661:k=56.6136,b=0      14.063        14.116        14.177       14.245       14.319          14.4        14.799        14.922        15.054        15.195          15.34        15.481
    coh5662:k=56.6236,b=0      14.064        14.117        14.178       14.246        14.32        14.401          14.8        14.923        15.055        15.196         15.341        15.482
    coh5663:k=56.6336,b=0      14.064        14.117        14.178       14.246       14.321        14.401          14.8        14.923        15.055        15.196         15.341        15.482
    coh5664:k=56.6436,b=0      14.064        14.117        14.178       14.246       14.321        14.401          14.8        14.923        15.055        15.196         15.341        15.482
    coh5665:k=56.6536,b=0      14.064        14.117        14.178       14.246       14.321        14.401        14.801        14.923        15.055        15.196         15.341        15.482
    coh5666:k=56.6636,b=0      14.064        14.117        14.178       14.247       14.321        14.401        14.801        14.923        15.055        15.196         15.341        15.483
    coh5667:k=56.6736,b=0      14.064        14.117        14.179       14.247       14.321        14.402        14.801        14.923        15.055        15.196         15.342        15.484
    coh5668:k=56.6836,b=0      14.064        14.117        14.179       14.247       14.321        14.402        14.801        14.924        15.056        15.197         15.343        15.484
    coh5669:k=56.6936,b=0      14.065        14.118        14.179       14.248       14.322        14.403        14.802        14.925        15.057        15.198         15.344        15.485
    coh5670:k=56.7036,b=0      14.066        14.119         14.18       14.249       14.323        14.404        14.803        14.926        15.058        15.199         15.345        15.485
    coh5671:k=56.7136,b=0      14.067         14.12        14.181        14.25       14.324        14.405        14.804        14.926        15.059          15.2         15.345        15.486
    coh5672:k=56.7236,b=0      14.068        14.121        14.183       14.251       14.325        14.406        14.805        14.927         15.06        15.201         15.346        15.487
    coh5673:k=56.7336,b=0      14.069        14.122        14.184       14.252       14.326        14.407        14.806        14.928        15.061        15.202         15.347        15.488
    coh5674:k=56.7436,b=0       14.07        14.123        14.185       14.253       14.327        14.408        14.807        14.929        15.061        15.202         15.348        15.489
    coh5675:k=56.7536,b=0      14.071        14.124        14.186       14.254       14.328        14.409        14.808         14.93        15.062        15.203         15.349        15.489
    coh5676:k=56.7636,b=0      14.071        14.124        14.186       14.254       14.328        14.409        14.808         14.93        15.062        15.203         15.349        15.489
    coh5677:k=56.7736,b=0      14.071        14.124        14.186       14.254       14.328        14.409        14.808         14.93        15.062        15.203         15.349         15.49
    coh5678:k=56.7836,b=0      14.071        14.124        14.186       14.254       14.328        14.409        14.808         14.93        15.062        15.203         15.349         15.49
    coh5679:k=56.7936,b=0      14.071        14.125        14.186       14.254       14.328        14.409        14.808         14.93        15.063        15.203         15.349         15.49
    coh5680:k=56.8036,b=0      14.072        14.125        14.186       14.254       14.328        14.409        14.808         14.93        15.063        15.204          15.35        15.491
    coh5681:k=56.8136,b=0      14.072        14.125        14.186       14.254       14.328        14.409        14.809        14.931        15.063        15.205          15.35        15.491
    coh5682:k=56.8236,b=0      14.072        14.125        14.187       14.255       14.329         14.41         14.81        14.932        15.064        15.205         15.351        15.492
    coh5683:k=56.8336,b=0      14.073        14.126        14.188       14.256        14.33        14.411         14.81        14.933        15.065        15.206         15.352        15.493

tb_pol_a
                             z1_0_34741    z2_0_40076    z3_0_4623     z4_0_5333     z5_0_61519    z6_0_70966    z10_1_2567    z11_1_4496    z12_1_6723    z13_1_9291    z14_2_2253    z15_2_567 
                             __________    __________    __________    __________    __________    __________    __________    __________    __________    __________    __________    __________

    coh1:k=0,b=0                      0             0             0             0             0             0             0             0             0             0             0             0
    coh2:k=0.0100024,b=0     9.9924e-06    9.9924e-06    9.9924e-06    9.9924e-06    9.9924e-06    9.9924e-06    9.9924e-06    9.9924e-06    9.9924e-06    9.9924e-06    9.9924e-06    9.9924e-06
    coh3:k=0.0200048,b=0     1.0022e-05    1.0022e-05    1.0022e-05    1.0022e-05    1.0022e-05    1.0022e-05    1.0022e-05    1.0022e-05    1.0022e-05    1.0022e-05    1.0022e-05    1.0022e-05
    coh4:k=0.0300072,b=0     1.0052e-05    1.0052e-05    1.0052e-05    1.0052e-05    1.0052e-05    1.0052e-05    1.0052e-05    1.0052e-05    1.0052e-05    1.0052e-05    1.0052e-05    1.0052e-05
    coh5:k=0.0400096,b=0     1.0042e-05    1.0042e-05    1.0042e-05    1.0042e-05    1.0042e-05    1.0042e-05    1.0042e-05    1.0042e-05    1.0042e-05    1.0042e-05    1.0042e-05    1.0042e-05
    coh6:k=0.050012,b=0      1.9255e-05    1.7954e-05    1.6554e-05    1.5054e-05    1.3453e-05    1.1853e-05    1.0052e-05    1.0052e-05    1.0052e-05    1.0052e-05    1.0052e-05    1.0052e-05
    coh7:k=0.0600144,b=0     1.9985e-05    1.9985e-05    1.9985e-05    1.9985e-05    1.9985e-05    1.9985e-05    1.5064e-05    1.3263e-05    1.1463e-05    1.0022e-05    1.0022e-05    1.0022e-05
    coh8:k=0.0700168,b=0     2.6116e-05    2.4296e-05    2.2195e-05    2.0095e-05    2.0095e-05    2.0095e-05    1.9955e-05    1.9955e-05    1.9955e-05    1.9535e-05    1.7854e-05    1.6034e-05
    coh9:k=0.0800192,b=0     3.0007e-05    3.0007e-05    3.0007e-05    2.9847e-05    2.7607e-05    2.5206e-05    2.0085e-05    2.0085e-05    2.0085e-05    2.0085e-05    1.9925e-05    1.9925e-05
    coh10:k=0.0900216,b=0    3.5198e-05    3.2858e-05    3.0337e-05    2.9977e-05    2.9977e-05    2.9977e-05    2.5116e-05    2.2595e-05    2.0075e-05    2.0075e-05    2.0075e-05    2.0075e-05
    coh11:k=0.100024,b=0      4.011e-05     3.991e-05     3.991e-05    3.7509e-05    3.4508e-05    3.1508e-05    2.9907e-05    2.9907e-05    2.9907e-05    2.7106e-05    2.4506e-05    2.2105e-05
    coh12:k=0.110026,b=0     4.5661e-05      4.28e-05     4.016e-05     4.016e-05     3.994e-05     3.994e-05    3.0037e-05    3.0037e-05    3.0037e-05    3.0037e-05    3.0037e-05    2.9817e-05
    coh13:k=0.120029,b=0     5.0052e-05    5.0052e-05    4.9812e-05    4.6451e-05     4.285e-05     4.021e-05    3.8529e-05    3.5168e-05    3.1808e-05    3.0127e-05    3.0127e-05    3.0127e-05
    coh14:k=0.130031,b=0     5.7084e-05    5.3963e-05    5.0322e-05    5.0062e-05    5.0062e-05    4.9282e-05     3.992e-05     3.992e-05     3.992e-05    3.8359e-05    3.4978e-05    3.1598e-05
    coh15:k=0.140034,b=0     6.0074e-05    6.0074e-05    5.9794e-05    5.6434e-05    5.2233e-05    4.9992e-05     4.355e-05     4.019e-05     4.019e-05     3.991e-05     3.991e-05     3.991e-05
    coh16:k=0.150036,b=0     6.8867e-05    6.5566e-05    6.1365e-05    6.0164e-05    5.9864e-05    5.8064e-05    4.9962e-05    4.9662e-05    4.5461e-05     4.126e-05     4.006e-05     4.006e-05
    coh17:k=0.160038,b=0     7.1537e-05    6.9937e-05    6.9937e-05    6.7056e-05    6.2575e-05    6.0014e-05    5.0092e-05    5.0092e-05    5.0092e-05    4.9772e-05    4.7211e-05     4.337e-05
    coh18:k=0.170041,b=0     8.0089e-05    7.7709e-05    7.3288e-05    7.0227e-05    6.9887e-05    6.7846e-05    5.9684e-05    5.5603e-05    5.0842e-05    5.0162e-05    5.0162e-05    4.9822e-05
    coh19:k=0.180043,b=0      8.444e-05    8.0119e-05    8.0119e-05    7.8319e-05    7.3278e-05    7.0037e-05    5.9954e-05    5.9954e-05    5.9954e-05    5.5993e-05    5.1312e-05    5.0232e-05
    coh20:k=0.190046,b=0     8.9892e-05    8.9892e-05     8.533e-05    8.0389e-05    8.0009e-05    7.8109e-05    6.7846e-05    6.2525e-05    6.0244e-05    5.9864e-05    5.9864e-05    5.6824e-05
    coh21:k=0.200048,b=0     9.7823e-05    9.3022e-05    9.0222e-05    8.9822e-05     8.462e-05    8.0219e-05    7.0217e-05    6.9817e-05    6.7016e-05    6.1815e-05    6.0214e-05    5.9814e-05
    coh22:k=0.21005,b=0      0.00010103    0.00010019    9.8094e-05    9.2632e-05    9.0112e-05    8.9271e-05    7.6248e-05    7.0367e-05    6.9947e-05    6.9947e-05    6.6586e-05    6.1545e-05
    coh23:k=0.220053,b=0     0.00010981    0.00010629      0.000101    0.00010012    9.6603e-05    9.0442e-05    7.9879e-05    7.9879e-05    7.4158e-05    7.0197e-05    7.0197e-05    6.9757e-05
    coh24:k=0.230055,b=0      0.0001148     0.0001102    0.00010974    0.00010514    0.00010007    9.9614e-05     8.489e-05    8.0289e-05    7.9829e-05    7.8449e-05    7.2467e-05    7.0167e-05
    coh25:k=0.240058,b=0     0.00012027    0.00011979    0.00011403    0.00011019    0.00010875     0.0001025    9.0022e-05    8.8581e-05     8.234e-05    7.9939e-05    7.9939e-05    7.7058e-05
    coh26:k=0.25006,b=0      0.00012878    0.00012378    0.00012028    0.00011778    0.00011128    0.00010978    9.4273e-05    9.0272e-05    8.9772e-05    8.5771e-05    8.0269e-05    8.0269e-05
    coh27:k=0.260062,b=0     0.00013341    0.00013029    0.00012769    0.00012093    0.00011989    0.00011469    0.00010012    9.7523e-05    9.0762e-05    9.0242e-05    8.9201e-05     8.348e-05
    coh28:k=0.270065,b=0     0.00014016    0.00013746    0.00013152     0.0001299    0.00012396    0.00012018    0.00010452    0.00010019    9.9654e-05    9.3712e-05    8.9932e-05    8.9932e-05
    coh29:k=0.280067,b=0      0.0001476    0.00014199    0.00013975    0.00013471    0.00013023    0.00012687    0.00011007    0.00010727    0.00010054    9.9984e-05    9.6623e-05    9.0462e-05
    coh30:k=0.29007,b=0      0.00015229    0.00014997    0.00014532     0.0001401     0.0001372    0.00013024    0.00011516    0.00010994    0.00010994    0.00010239    0.00010007    9.9494e-05
    coh31:k=0.300072,b=0     0.00015994    0.00015634    0.00015034    0.00014794    0.00014073    0.00013953    0.00012033    0.00011733    0.00011013    0.00011013    0.00010473    9.9924e-05
    coh32:k=0.310074,b=0     0.00016713    0.00016093    0.00015907    0.00015163    0.00014977    0.00014232    0.00012558       0.00012    0.00011938    0.00011132    0.00011008     0.0001076
    coh33:k=0.320077,b=0     0.00017188    0.00016996    0.00016356    0.00015972    0.00015396    0.00015012    0.00013027    0.00012771    0.00012003    0.00012003    0.00011299    0.00011043
    coh34:k=0.330079,b=0     0.00017989    0.00017527    0.00016999    0.00016603    0.00016009    0.00015613    0.00013698    0.00013038    0.00012906    0.00012048    0.00011982    0.00011586
    coh35:k=0.340082,b=0      0.0001867    0.00018058    0.00017786    0.00017038    0.00016766    0.00016018    0.00014045    0.00013841    0.00013025    0.00012957    0.00012209    0.00012005
    coh36:k=0.350084,b=0      0.0001915     0.0001894    0.00018239    0.00017959    0.00017119    0.00016909    0.00014809    0.00014038    0.00013898    0.00013058    0.00012988    0.00012428
    coh37:k=0.360086,b=0     0.00019985    0.00019481    0.00018977      0.000184    0.00017968    0.00017248    0.00015016    0.00014944    0.00014007    0.00013935    0.00013143    0.00012999
    coh38:k=0.370089,b=0     0.00020688    0.00020022    0.00019726    0.00018986    0.00018541    0.00018023    0.00015951    0.00015063    0.00014989    0.00014026    0.00013952    0.00013286
    coh39:k=0.380091,b=0     0.00021171    0.00020943    0.00020183    0.00019879    0.00019043    0.00018662    0.00016154    0.00016002     0.0001509    0.00014938    0.00014101    0.00014025
    coh40:k=0.390093,b=0     0.00021962    0.00021494    0.00021026    0.00020324    0.00019934    0.00019076    0.00016969    0.00016189    0.00015955    0.00015097    0.00014941    0.00014238
    coh41:k=0.400096,b=0     0.00022765    0.00022045    0.00021645    0.00021005    0.00020365    0.00019965    0.00017404    0.00017004    0.00016204    0.00015964    0.00015084    0.00015004
    coh42:k=0.410098,b=0     0.00023335    0.00023007    0.00022186    0.00021776    0.00021038    0.00020382    0.00018003    0.00017347    0.00017019    0.00016117    0.00015953    0.00015215
    coh43:k=0.420101,b=0     0.00023988    0.00023568     0.0002298    0.00022223    0.00021803    0.00021047     0.0001861    0.00018022    0.00017266    0.00017014    0.00016174    0.00016006
    coh44:k=0.430103,b=0     0.00024817    0.00024043    0.00023699    0.00023011    0.00022236    0.00021806    0.00019054    0.00018537    0.00018021    0.00017247    0.00016989    0.00016215
    coh45:k=0.440105,b=0     0.00025394    0.00024954    0.00024162    0.00023722    0.00023018    0.00022225    0.00019849    0.00019057     0.0001844       0.00018    0.00017208    0.00016944
    coh46:k=0.450108,b=0     0.00026061    0.00025611    0.00024981    0.00024261    0.00023721    0.00023001     0.0002012     0.0001976     0.0001904    0.00018319    0.00017959    0.00017149
    coh47:k=0.46011,b=0      0.00027008     0.0002618     0.0002572    0.00024984    0.00024248    0.00023696    0.00020935    0.00020015    0.00019647    0.00019003    0.00018266     0.0001799
    coh48:k=0.470113,b=0     0.00027502    0.00027031    0.00026279    0.00025715    0.00024963    0.00024117    0.00021484     0.0002092    0.00020074     0.0001951    0.00018946    0.00018193
    coh49:k=0.480115,b=0     0.00028087    0.00027703     0.0002703    0.00026262    0.00025686    0.00025014    0.00022037    0.00021269    0.00020789    0.00020021    0.00019349    0.00018965
    coh50:k=0.490117,b=0     0.00028966     0.0002828     0.0002779    0.00027005    0.00026221    0.00025535    0.00022692    0.00022006    0.00021026    0.00020634    0.00019948    0.00019262
    coh5634:k=56.3435,b=0        48.128        47.728        47.328        46.828        46.228        45.529        40.831        39.099        37.033        34.534        31.834        28.537
    coh5635:k=56.3535,b=0        48.136        47.736        47.336        46.836        46.237        45.537        40.838        39.139        36.984        34.596        31.752        28.542
    coh5636:k=56.3635,b=0        48.145        47.745        47.345        46.845        46.245        45.545        40.845        39.146         36.99         34.69        31.935        28.547
    coh5637:k=56.3735,b=0        48.153        47.753        47.353        46.853        46.253        45.553        40.853        39.153        37.053        34.753        32.053        28.553
    coh5638:k=56.3835,b=0        48.162        47.762        47.362        46.862        46.262        45.562        40.862        39.162        37.062        34.762        32.062        28.562
    coh5639:k=56.3935,b=0        48.171        47.771        47.371        46.871        46.271        45.571        40.871        39.171        37.071        34.771        32.071        29.227
    coh5640:k=56.4035,b=0         48.18         47.78         47.38         46.88         46.28         45.58         40.88         39.18         37.08         34.78        31.868        29.586
    coh5641:k=56.4135,b=0        48.189        47.789        47.389        46.889        46.289        45.589        40.889        39.189        36.935        34.719        31.903        29.885
    coh5642:k=56.4235,b=0        48.198        47.798        47.398        46.898        46.298        45.491        40.797        38.999        36.902        34.605        31.764        30.156
    coh5643:k=56.4335,b=0        48.096        47.696        47.297        46.797        46.198        45.499        40.804        39.043        36.945        34.574        31.651        29.801
    coh5644:k=56.4435,b=0        48.104        47.705        47.305        46.806        46.206        45.507        40.811        39.113        37.015        34.517        31.821        28.948
    coh5645:k=56.4535,b=0        48.113        47.713        47.313        46.814        46.214        45.515        40.818        39.106        37.021        34.523        32.139        28.958
    coh5646:k=56.4635,b=0        48.121        47.722        47.322        46.822        46.222        45.523        40.826        39.029        37.028        34.529        32.217        28.533
    coh5647:k=56.4735,b=0         48.13         47.73         47.33         46.83        46.231        45.531        40.833        39.124        37.034        34.536        31.692        28.538
    coh5648:k=56.4835,b=0        48.138        47.738        47.339        46.839        46.239        45.539         40.84        39.141        36.962        34.621        31.801        28.543
    coh5649:k=56.4935,b=0        48.147        47.747        47.347        46.847        46.247        45.547        40.847        39.147        37.015        34.716        31.984        28.548
    coh5650:k=56.5035,b=0        48.156        47.756        47.356        46.856        46.256        45.556        40.856        39.156        37.056        34.756        32.056        28.556
    coh5651:k=56.5135,b=0        48.164        47.764        47.364        46.864        46.264        45.564        40.864        39.164        37.064        34.764        32.064        28.564
    coh5652:k=56.5235,b=0        48.173        47.773        47.373        46.873        46.273        45.573        40.873        39.173        37.073        34.773        32.073         29.31
    coh5653:k=56.5335,b=0        48.182        47.782        47.382        46.882        46.282        45.582        40.882        39.182        37.082        34.782         31.89        29.668
    coh5654:k=56.5436,b=0        48.191        47.791        47.391        46.891        46.291        45.591        40.891        39.191        36.917        34.661        31.904        29.946
    coh5655:k=56.5536,b=0          48.2          47.8          47.4          46.9          46.3        45.492        40.798        39.001        36.903        34.606        31.706        30.216
    coh5656:k=56.5636,b=0        48.098        47.698        47.299        46.799          46.2          45.5        40.806        39.064        36.966        34.556        31.672        29.529
    coh5657:k=56.5736,b=0        48.106        47.707        47.307        46.807        46.208        45.509        40.813        39.114        37.016        34.519        31.899        28.968
    coh5658:k=56.5836,b=0        48.115        47.715        47.315        46.816        46.216        45.517         40.82        39.088        37.023        34.525        32.159        28.864
    coh5659:k=56.5936,b=0        48.123        47.723        47.324        46.824        46.224        45.525        40.827        39.049        37.029        34.531        32.105        28.534
    coh5660:k=56.6036,b=0        48.132        47.732        47.332        46.832        46.232        45.533        40.834        39.135        37.026        34.546        31.657        28.539
    coh5661:k=56.6136,b=0         48.14         47.74         47.34         46.84        46.241        45.541        40.842        39.142        36.945        34.641        31.839        28.544
    coh5662:k=56.6236,b=0        48.149        47.749        47.349        46.849        46.249        45.549        40.849        39.149        37.035        34.735        32.021        28.549
    coh5663:k=56.6336,b=0        48.157        47.757        47.357        46.857        46.257        45.557        40.857        39.157        37.057        34.757        32.057        28.557
    coh5664:k=56.6436,b=0        48.166        47.766        47.366        46.866        46.266        45.566        40.866        39.166        37.066        34.766        32.066        28.566
    coh5665:k=56.6536,b=0        48.175        47.775        47.375        46.875        46.275        45.575        40.875        39.175        37.075        34.775        32.075        29.371
    coh5666:k=56.6636,b=0        48.184        47.784        47.384        46.884        46.284        45.584        40.884        39.184        37.084        34.784        32.084        29.722
    coh5667:k=56.6736,b=0        48.193        47.793        47.393        46.893        46.293        45.593        40.893        39.193        37.093        34.618        31.905        29.991
    coh5668:k=56.6836,b=0        48.202        47.802        47.402        46.902        46.302        45.494          40.8        39.002        36.904        34.607        31.663         30.26
    coh5669:k=56.6936,b=0        48.099        47.699          47.3          46.8        46.201        45.502        40.807        39.079        36.981        34.543        31.687         29.33
    coh5670:k=56.7036,b=0        48.107        47.708        47.308        46.809        46.209         45.51        40.814        39.115        37.017         34.52        31.957        28.983
    coh5671:k=56.7136,b=0        48.116        47.716        47.317        46.817        46.217        45.518        40.821        39.076        37.024        34.526        32.174        28.796
    coh5672:k=56.7236,b=0        48.124        47.725        47.325        46.825        46.225        45.526        40.828        39.064         37.03        34.532        32.023        28.535
    coh5673:k=56.7336,b=0        48.133        47.733        47.333        46.833        46.234        45.534        40.836        39.136        37.014        34.561        31.685         28.54
    coh5674:k=56.7436,b=0        48.141        47.742        47.342        46.842        46.242        45.542        40.843        39.143        36.955        34.655        31.867        28.545
    coh5675:k=56.7536,b=0         48.15         47.75         47.35         46.85         46.25         45.55         40.85         39.15        37.049        34.749        32.048         28.55
    coh5676:k=56.7636,b=0        48.159        47.759        47.359        46.859        46.259        45.559        40.859        39.159        37.059        34.759        32.059        28.559
    coh5677:k=56.7736,b=0        48.168        47.768        47.368        46.868        46.268        45.568        40.868        39.168        37.068        34.768        32.068        28.568
    coh5678:k=56.7836,b=0        48.176        47.776        47.376        46.876        46.276        45.576        40.876        39.176        37.076        34.776        32.076        28.576
    coh5679:k=56.7936,b=0        48.185        47.785        47.385        46.885        46.285        45.585        40.885        39.185        37.085        34.785        32.085        29.751
    coh5680:k=56.8036,b=0        48.194        47.794        47.394        46.894        46.294        45.594        40.894        39.194        37.094        34.602        31.894         30.02
    coh5681:k=56.8136,b=0        48.203        47.803        47.403        46.903        46.303        45.603          40.8        39.002        36.905        34.608        31.636        30.289
    coh5682:k=56.8236,b=0          48.1          47.7        47.301        46.801        46.202        45.503        40.807        39.089        36.991        34.534        31.697        29.204
    coh5683:k=56.8336,b=0        48.108        47.709        47.309        46.809         46.21        45.511        40.815        39.116        37.018         34.52        31.993        28.993

tb_pol_k
                             z1_0_34741    z2_0_40076    z3_0_4623    z4_0_5333    z5_0_61519    z6_0_70966    z10_1_2567    z11_1_4496    z12_1_6723    z13_1_9291    z14_2_2253    z15_2_567
                             __________    __________    _________    _________    __________    __________    __________    __________    __________    __________    __________    _________

    coh1:k=0,b=0                     0             0             0            0            0             0             0             0             0             0             0             0
    coh2:k=0.0100024,b=0     0.0099824     0.0099824     0.0099824    0.0099824    0.0099824     0.0099824     0.0099824     0.0099824     0.0099824     0.0099824     0.0099824     0.0099824
    coh3:k=0.0200048,b=0      0.010012      0.010012      0.010012     0.010012     0.010012      0.010012      0.010012      0.010012      0.010012      0.010012      0.010012      0.010012
    coh4:k=0.0300072,b=0      0.010042      0.010042      0.010042     0.010042     0.010042      0.010042      0.010042      0.010042      0.010042      0.010042      0.010042      0.010042
    coh5:k=0.0400096,b=0      0.010032      0.010032      0.010032     0.010032     0.010032      0.010032      0.010032      0.010032      0.010032      0.010032      0.010032      0.010032
    coh6:k=0.050012,b=0       0.019235      0.017936      0.016537     0.015039      0.01344      0.011841      0.010042      0.010042      0.010042      0.010042      0.010042      0.010042
    coh7:k=0.0600144,b=0      0.019965      0.019965      0.019965     0.019965     0.019965      0.019965      0.015049       0.01325      0.011451      0.010012      0.010012      0.010012
    coh8:k=0.0700168,b=0       0.02609      0.024272      0.022173     0.020075     0.020075      0.020075      0.019935      0.019935      0.019935      0.019515      0.017836      0.016018
    coh9:k=0.0800192,b=0      0.029977      0.029977      0.029977     0.029817     0.027579      0.025181      0.020065      0.020065      0.020065      0.020065      0.019905      0.019905
    coh10:k=0.0900216,b=0     0.035163      0.032825      0.030307     0.029947     0.029947      0.029947      0.025091      0.022573      0.020055      0.020055      0.020055      0.020055
    coh11:k=0.100024,b=0       0.04007       0.03987       0.03987     0.037471     0.034474      0.031476      0.029877      0.029877      0.029877      0.027079      0.024481      0.022083
    coh12:k=0.110026,b=0      0.045615      0.042757      0.040119     0.040119       0.0399        0.0399      0.030007      0.030007      0.030007      0.030007      0.030007      0.029787
    coh13:k=0.120029,b=0      0.050002      0.050002      0.049762     0.046405     0.042807      0.040169      0.038491      0.035133      0.031776      0.030097      0.030097      0.030097
    coh14:k=0.130031,b=0      0.057027      0.053909      0.050272     0.050012     0.050012      0.049233       0.03988       0.03988       0.03988      0.038321      0.034943      0.031566
    coh15:k=0.140034,b=0      0.060014      0.060014      0.059735     0.056377      0.05218      0.049942      0.043507      0.040149      0.040149       0.03987       0.03987       0.03987
    coh16:k=0.150036,b=0      0.068798        0.0655      0.061303     0.060104     0.059804      0.058006      0.049912      0.049612      0.045415      0.041219       0.04002       0.04002
    coh17:k=0.160038,b=0      0.071466      0.069867      0.069867     0.066989     0.062512      0.059954      0.050042      0.050042      0.050042      0.049722      0.047164      0.043327
    coh18:k=0.170041,b=0      0.080009      0.077631      0.073214     0.070157     0.069817      0.067778      0.059625      0.055548      0.050791      0.050112      0.050112      0.049772
    coh19:k=0.180043,b=0      0.084356      0.080039      0.080039      0.07824     0.073204      0.069967      0.059894      0.059894      0.059894      0.055937      0.051261      0.050182
    coh20:k=0.190046,b=0      0.089802      0.089802      0.085245     0.080309     0.079929      0.078031      0.067778      0.062462      0.060184      0.059804      0.059804      0.056767
    coh21:k=0.200048,b=0      0.097726      0.092929      0.090131     0.089732     0.084536      0.080139      0.070147      0.069747      0.066949      0.061753      0.060154      0.059755
    coh22:k=0.21005,b=0        0.10093       0.10009      0.097995      0.09254     0.090021      0.089182      0.076172      0.070296      0.069877      0.069877      0.066519      0.061483
    coh23:k=0.220053,b=0        0.1097       0.10618        0.1009      0.10002     0.096507      0.090351      0.079799      0.079799      0.074084      0.070127      0.070127      0.069687
    coh24:k=0.230055,b=0       0.11468       0.11009       0.10963      0.10503     0.099974      0.099514      0.084805      0.080209      0.079749       0.07837      0.072395      0.070097
    coh25:k=0.240058,b=0       0.12015       0.11967       0.11391      0.11008      0.10864        0.1024      0.089932      0.088493      0.082257      0.079859      0.079859      0.076981
    coh26:k=0.25006,b=0        0.12865       0.12366       0.12016      0.11766      0.11117       0.10967      0.094178      0.090181      0.089682      0.085685      0.080189      0.080189
    coh27:k=0.260062,b=0       0.13328       0.13016       0.12756      0.12081      0.11977       0.11457       0.10002      0.097426      0.090671      0.090151      0.089112      0.083397
    coh28:k=0.270065,b=0       0.14002       0.13733       0.13139      0.12977      0.12384       0.12006       0.10441       0.10009      0.099554      0.093619      0.089842      0.089842
    coh29:k=0.280067,b=0       0.14745       0.14185       0.13961      0.13458       0.1301       0.12674       0.10996       0.10716       0.10044      0.099884      0.096527      0.090371
    coh30:k=0.29007,b=0        0.15213       0.14982       0.14518      0.13996      0.13707       0.13011       0.11504       0.10983       0.10983       0.10229      0.099974      0.099394
    coh31:k=0.300072,b=0       0.15978       0.15618       0.15019      0.14779      0.14059       0.13939       0.12021       0.11721       0.11002       0.11002       0.10462      0.099824
    coh32:k=0.310074,b=0       0.16696       0.16077       0.15891      0.15147      0.14962       0.14218       0.12545       0.11988       0.11926       0.11121       0.10997       0.10749
    coh33:k=0.320077,b=0       0.17171       0.16979        0.1634      0.15956       0.1538       0.14997       0.13014       0.12758       0.11991       0.11991       0.11287       0.11032
    coh34:k=0.330079,b=0       0.17971        0.1751       0.16982      0.16586      0.15993       0.15597       0.13685       0.13025       0.12893       0.12036        0.1197       0.11574
    coh35:k=0.340082,b=0       0.18652        0.1804       0.17768      0.17021      0.16749       0.16002       0.14031       0.13827       0.13012       0.12944       0.12197       0.11993
    coh36:k=0.350084,b=0        0.1913       0.18921       0.18221      0.17941      0.17102       0.16892       0.14794       0.14024       0.13884       0.13045       0.12975       0.12416
    coh37:k=0.360086,b=0       0.19965       0.19461       0.18958      0.18382       0.1795       0.17231       0.15001       0.14929       0.13993       0.13921        0.1313       0.12986
    coh38:k=0.370089,b=0       0.20667       0.20002       0.19706      0.18967      0.18523       0.18005       0.15935       0.15048       0.14974       0.14012       0.13938       0.13273
    coh39:k=0.380091,b=0        0.2115       0.20922       0.20163      0.19859      0.19024       0.18644       0.16138       0.15986       0.15075       0.14923       0.14087       0.14011
    coh40:k=0.390093,b=0        0.2194       0.21473       0.21005      0.20304      0.19914       0.19056       0.16952       0.16173       0.15939       0.15082       0.14926       0.14224
    coh41:k=0.400096,b=0       0.22743       0.22023       0.21624      0.20984      0.20345       0.19945       0.17387       0.16987       0.16188       0.15948       0.15069       0.14989
    coh42:k=0.410098,b=0       0.23311       0.22984       0.22164      0.21754      0.21017       0.20362       0.17985        0.1733       0.17002       0.16101       0.15937       0.15199
    coh43:k=0.420101,b=0       0.23964       0.23544       0.22957      0.22201      0.21781       0.21026       0.18592       0.18004       0.17249       0.16997       0.16158        0.1599
    coh44:k=0.430103,b=0       0.24792       0.24019       0.23675      0.22988      0.22214       0.21784       0.19035       0.18519       0.18003        0.1723       0.16972       0.16199
    coh45:k=0.440105,b=0       0.25369       0.24929       0.24138      0.23698      0.22994       0.22203       0.19829       0.19038       0.18422       0.17982       0.17191       0.16927
    coh46:k=0.450108,b=0       0.26035       0.25586       0.24956      0.24237      0.23697       0.22978         0.201        0.1974       0.19021       0.18301       0.17941       0.17132
    coh47:k=0.46011,b=0        0.26981       0.26154       0.25694      0.24959      0.24224       0.23672       0.20914       0.19995       0.19627       0.18984       0.18248       0.17972
    coh48:k=0.470113,b=0       0.27474       0.27004       0.26253      0.25689      0.24938       0.24093       0.21463       0.20899       0.20054        0.1949       0.18927       0.18175
    coh49:k=0.480115,b=0       0.28059       0.27675       0.27003      0.26236       0.2566       0.24989       0.22015       0.21248       0.20768       0.20001       0.19329       0.18946
    coh50:k=0.490117,b=0       0.28937       0.28251       0.27762      0.26978      0.26195        0.2551        0.2267       0.21984       0.21005       0.20613       0.19928       0.19242
    coh5634:k=56.3435,b=0       1.8491         2.249        2.6488       3.1485       3.7483        4.4479        9.1457        10.878        12.944        15.443        18.143         21.44
    coh5635:k=56.3535,b=0       1.8495        2.2494        2.6492       3.1491       3.7489        4.4487        9.1474        10.847        13.002         15.39        18.233        21.444
    coh5636:k=56.3635,b=0       1.8498        2.2497        2.6497       3.1496       3.7496        4.4495         9.149        10.849        13.004        15.304        18.059        21.448
    coh5637:k=56.3735,b=0         1.85          2.25          2.65         3.15         3.75          4.45          9.15         10.85         12.95         15.25         17.95         21.45
    coh5638:k=56.3835,b=0         1.85          2.25          2.65         3.15         3.75          4.45          9.15         10.85         12.95         15.25         17.95         21.45
    coh5639:k=56.3935,b=0         1.85          2.25          2.65         3.15         3.75          4.45          9.15         10.85         12.95         15.25         17.95        20.681
    coh5640:k=56.4035,b=0         1.85          2.25          2.65         3.15         3.75          4.45          9.15         10.85         12.95         15.25        18.049        20.331
    coh5641:k=56.4135,b=0         1.85          2.25          2.65         3.15         3.75          4.45          9.15         10.85        12.991        15.207        18.023        20.041
    coh5642:k=56.4235,b=0         1.85          2.25          2.65         3.15         3.75        4.4442        9.1381        10.936        13.033         15.33        18.171        19.779
    coh5643:k=56.4335,b=0       1.8479        2.2475         2.647       3.1465       3.7458         4.445        9.1397        10.901        12.999        15.369        18.293        20.143
    coh5644:k=56.4435,b=0       1.8482        2.2479        2.6475        3.147       3.7464        4.4458        9.1413         10.84        12.938        15.435        18.131        21.005
    coh5645:k=56.4535,b=0       1.8486        2.2483         2.648       3.1476       3.7471        4.4466        9.1429        10.855         12.94        15.438        17.822        21.003
    coh5646:k=56.4635,b=0       1.8489        2.2487        2.6484       3.1481       3.7478        4.4474        9.1446        10.941        12.942        15.441        17.753        21.437
    coh5647:k=56.4735,b=0       1.8492        2.2491        2.6489       3.1487       3.7484        4.4481        9.1462        10.855        12.945        15.444        18.287        21.441
    coh5648:k=56.4835,b=0       1.8496        2.2495        2.6494       3.1492       3.7491        4.4489        9.1478        10.847        13.026        15.367        18.187        21.445
    coh5649:k=56.4935,b=0       1.8499        2.2499        2.6498       3.1498       3.7498        4.4497        9.1494        10.849        12.981        15.281        18.013        21.449
    coh5650:k=56.5035,b=0         1.85          2.25          2.65         3.15         3.75          4.45          9.15         10.85         12.95         15.25         17.95         21.45
    coh5651:k=56.5135,b=0         1.85          2.25          2.65         3.15         3.75          4.45          9.15         10.85         12.95         15.25         17.95         21.45
    coh5652:k=56.5235,b=0         1.85          2.25          2.65         3.15         3.75          4.45          9.15         10.85         12.95         15.25         17.95        20.601
    coh5653:k=56.5335,b=0         1.85          2.25          2.65         3.15         3.75          4.45          9.15         10.85         12.95         15.25        18.029        20.252
    coh5654:k=56.5436,b=0         1.85          2.25          2.65         3.15         3.75          4.45          9.15         10.85        13.011        15.267        18.024        19.982
    coh5655:k=56.5536,b=0         1.85          2.25          2.65         3.15         3.75        4.4444        9.1384        10.936        13.034        15.331        18.231        19.721
    coh5656:k=56.5636,b=0        1.848        2.2476        2.6471       3.1466       3.7459        4.4452          9.14        10.882         12.98         15.39        18.274        20.416
    coh5657:k=56.5736,b=0       1.8483         2.248        2.6476       3.1471       3.7466        4.4459        9.1417         10.84        12.938        15.436        18.055        20.986
    coh5658:k=56.5836,b=0       1.8486        2.2483        2.6481       3.1477       3.7472        4.4467        9.1433        10.875         12.94        15.439        17.804        21.099
    coh5659:k=56.5936,b=0        1.849        2.2487        2.6485       3.1482       3.7479        4.4475        9.1449        10.923        12.943        15.441        17.867        21.438
    coh5660:k=56.6036,b=0       1.8493        2.2491         2.649       3.1488       3.7486        4.4483        9.1465        10.846        12.955        15.435        18.324        21.442
    coh5661:k=56.6136,b=0       1.8496        2.2495        2.6495       3.1494       3.7492        4.4491        9.1481        10.848        13.045        15.349        18.151        21.446
    coh5662:k=56.6236,b=0       1.8499        2.2499        2.6499       3.1499       3.7499        4.4499        9.1497         10.85        12.964        15.263        17.977        21.449
    coh5663:k=56.6336,b=0         1.85          2.25          2.65         3.15         3.75          4.45          9.15         10.85         12.95         15.25         17.95         21.45
    coh5664:k=56.6436,b=0         1.85          2.25          2.65         3.15         3.75          4.45          9.15         10.85         12.95         15.25         17.95         21.45
    coh5665:k=56.6536,b=0         1.85          2.25          2.65         3.15         3.75          4.45          9.15         10.85         12.95         15.25         17.95        20.541
    coh5666:k=56.6636,b=0         1.85          2.25          2.65         3.15         3.75          4.45          9.15         10.85         12.95         15.25         17.95        20.199
    coh5667:k=56.6736,b=0         1.85          2.25          2.65         3.15         3.75          4.45          9.15         10.85         12.95        15.312        18.025        19.939
    coh5668:k=56.6836,b=0         1.85          2.25          2.65         3.15         3.75        4.4445        9.1387        10.936        13.034        15.331        18.275        19.678
    coh5669:k=56.6936,b=0        1.848        2.2476        2.6472       3.1467        3.746        4.4453        9.1403        10.868        12.966        15.404         18.26        20.617
    coh5670:k=56.7036,b=0       1.8484         2.248        2.6477       3.1472       3.7467        4.4461        9.1419         10.84        12.939        15.436        17.999        20.973
    coh5671:k=56.7136,b=0       1.8487        2.2484        2.6481       3.1478       3.7474        4.4469        9.1435        10.889        12.941        15.439        17.791        21.169
    coh5672:k=56.7236,b=0        1.849        2.2488        2.6486       3.1483        3.748        4.4476        9.1451        10.909        12.943        15.442         17.95        21.439
    coh5673:k=56.7336,b=0       1.8493        2.2492        2.6491       3.1489       3.7487        4.4484        9.1468        10.846        12.968        15.422        18.297        21.442
    coh5674:k=56.7436,b=0       1.8497        2.2496        2.6495       3.1494       3.7493        4.4492        9.1484        10.848        13.037        15.336        18.125        21.446
    coh5675:k=56.7536,b=0         1.85          2.25          2.65         3.15         3.75          4.45          9.15         10.85        12.951        15.251        17.952         21.45
    coh5676:k=56.7636,b=0         1.85          2.25          2.65         3.15         3.75          4.45          9.15         10.85         12.95         15.25         17.95         21.45
    coh5677:k=56.7736,b=0         1.85          2.25          2.65         3.15         3.75          4.45          9.15         10.85         12.95         15.25         17.95         21.45
    coh5678:k=56.7836,b=0         1.85          2.25          2.65         3.15         3.75          4.45          9.15         10.85         12.95         15.25         17.95         21.45
    coh5679:k=56.7936,b=0         1.85          2.25          2.65         3.15         3.75          4.45          9.15         10.85         12.95         15.25         17.95         20.17
    coh5680:k=56.8036,b=0         1.85          2.25          2.65         3.15         3.75          4.45          9.15         10.85         12.95        15.329        18.037        19.911
    coh5681:k=56.8136,b=0         1.85          2.25          2.65         3.15         3.75          4.45        9.1389        10.937        13.034        15.331        18.303        19.651
    coh5682:k=56.8236,b=0       1.8481        2.2477        2.6472       3.1467       3.7461        4.4454        9.1405        10.859        12.957        15.414        18.251        20.744
    coh5683:k=56.8336,b=0       1.8484        2.2481        2.6477       3.1473       3.7468        4.4462        9.1421        10.841        12.939        15.437        17.964        20.964

tb_pol_w
                             z1_0_34741    z2_0_40076    z3_0_4623    z4_0_5333    z5_0_61519    z6_0_70966    z10_1_2567    z11_1_4496    z12_1_6723    z13_1_9291    z14_2_2253    z15_2_567
                             __________    __________    _________    _________    __________    __________    __________    __________    __________    __________    __________    _________

    coh1:k=0,b=0                     0             0             0            0            0             0             0             0             0             0             0             0
    coh2:k=0.0100024,b=0     0.0099924     0.0099924     0.0099924    0.0099924    0.0099924     0.0099924     0.0099924     0.0099924     0.0099924     0.0099924     0.0099924     0.0099924
    coh3:k=0.0200048,b=0      0.010022      0.010022      0.010022     0.010022     0.010022      0.010022      0.010022      0.010022      0.010022      0.010022      0.010022      0.010022
    coh4:k=0.0300072,b=0      0.010052      0.010052      0.010052     0.010052     0.010052      0.010052      0.010052      0.010052      0.010052      0.010052      0.010052      0.010052
    coh5:k=0.0400096,b=0      0.010042      0.010042      0.010042     0.010042     0.010042      0.010042      0.010042      0.010042      0.010042      0.010042      0.010042      0.010042
    coh6:k=0.050012,b=0       0.019255      0.017954      0.016554     0.015054     0.013453      0.011853      0.010052      0.010052      0.010052      0.010052      0.010052      0.010052
    coh7:k=0.0600144,b=0      0.019985      0.019985      0.019985     0.019985     0.019985      0.019985      0.015064      0.013263      0.011463      0.010022      0.010022      0.010022
    coh8:k=0.0700168,b=0      0.026116      0.024296      0.022195     0.020095     0.020095      0.020095      0.019955      0.019955      0.019955      0.019535      0.017854      0.016034
    coh9:k=0.0800192,b=0      0.030007      0.030007      0.030007     0.029847     0.027607      0.025206      0.020085      0.020085      0.020085      0.020085      0.019925      0.019925
    coh10:k=0.0900216,b=0     0.035198      0.032858      0.030337     0.029977     0.029977      0.029977      0.025116      0.022595      0.020075      0.020075      0.020075      0.020075
    coh11:k=0.100024,b=0       0.04011       0.03991       0.03991     0.037509     0.034508      0.031508      0.029907      0.029907      0.029907      0.027106      0.024506      0.022105
    coh12:k=0.110026,b=0      0.045661        0.0428       0.04016      0.04016      0.03994       0.03994      0.030037      0.030037      0.030037      0.030037      0.030037      0.029817
    coh13:k=0.120029,b=0      0.050052      0.050052      0.049812     0.046451      0.04285       0.04021      0.038529      0.035168      0.031808      0.030127      0.030127      0.030127
    coh14:k=0.130031,b=0      0.057084      0.053963      0.050322     0.050062     0.050062      0.049282       0.03992       0.03992       0.03992      0.038359      0.034978      0.031598
    coh15:k=0.140034,b=0      0.060074      0.060074      0.059794     0.056434     0.052233      0.049992       0.04355       0.04019       0.04019       0.03991       0.03991       0.03991
    coh16:k=0.150036,b=0      0.068867      0.065566      0.061365     0.060164     0.059864      0.058064      0.049962      0.049662      0.045461       0.04126       0.04006       0.04006
    coh17:k=0.160038,b=0      0.071537      0.069937      0.069937     0.067056     0.062575      0.060014      0.050092      0.050092      0.050092      0.049772      0.047211       0.04337
    coh18:k=0.170041,b=0      0.080089      0.077709      0.073288     0.070227     0.069887      0.067846      0.059684      0.055603      0.050842      0.050162      0.050162      0.049822
    coh19:k=0.180043,b=0       0.08444      0.080119      0.080119     0.078319     0.073278      0.070037      0.059954      0.059954      0.059954      0.055993      0.051312      0.050232
    coh20:k=0.190046,b=0      0.089892      0.089892       0.08533     0.080389     0.080009      0.078109      0.067846      0.062525      0.060244      0.059864      0.059864      0.056824
    coh21:k=0.200048,b=0      0.097823      0.093022      0.090222     0.089822      0.08462      0.080219      0.070217      0.069817      0.067016      0.061815      0.060214      0.059814
    coh22:k=0.21005,b=0        0.10103       0.10019      0.098094     0.092632     0.090112      0.089271      0.076248      0.070367      0.069947      0.069947      0.066586      0.061545
    coh23:k=0.220053,b=0       0.10981       0.10629         0.101      0.10012     0.096603      0.090442      0.079879      0.079879      0.074158      0.070197      0.070197      0.069757
    coh24:k=0.230055,b=0        0.1148        0.1102       0.10974      0.10514      0.10007      0.099614       0.08489      0.080289      0.079829      0.078449      0.072467      0.070167
    coh25:k=0.240058,b=0       0.12027       0.11979       0.11403      0.11019      0.10875        0.1025      0.090022      0.088581       0.08234      0.079939      0.079939      0.077058
    coh26:k=0.25006,b=0        0.12878       0.12378       0.12028      0.11778      0.11128       0.10978      0.094273      0.090272      0.089772      0.085771      0.080269      0.080269
    coh27:k=0.260062,b=0       0.13341       0.13029       0.12769      0.12093      0.11989       0.11469       0.10012      0.097523      0.090762      0.090242      0.089201       0.08348
    coh28:k=0.270065,b=0       0.14016       0.13746       0.13152       0.1299      0.12396       0.12018       0.10452       0.10019      0.099654      0.093712      0.089932      0.089932
    coh29:k=0.280067,b=0        0.1476       0.14199       0.13975      0.13471      0.13023       0.12687       0.11007       0.10727       0.10054      0.099984      0.096623      0.090462
    coh30:k=0.29007,b=0        0.15229       0.14997       0.14532       0.1401       0.1372       0.13024       0.11516       0.10994       0.10994       0.10239       0.10007      0.099494
    coh31:k=0.300072,b=0       0.15994       0.15634       0.15034      0.14794      0.14073       0.13953       0.12033       0.11733       0.11013       0.11013       0.10473      0.099924
    coh32:k=0.310074,b=0       0.16713       0.16093       0.15907      0.15163      0.14977       0.14232       0.12558          0.12       0.11938       0.11132       0.11008        0.1076
    coh33:k=0.320077,b=0       0.17188       0.16996       0.16356      0.15972      0.15396       0.15012       0.13027       0.12771       0.12003       0.12003       0.11299       0.11043
    coh34:k=0.330079,b=0       0.17989       0.17527       0.16999      0.16603      0.16009       0.15613       0.13698       0.13038       0.12906       0.12048       0.11982       0.11586
    coh35:k=0.340082,b=0        0.1867       0.18058       0.17786      0.17038      0.16766       0.16018       0.14045       0.13841       0.13025       0.12957       0.12209       0.12005
    coh36:k=0.350084,b=0        0.1915        0.1894       0.18239      0.17959      0.17119       0.16909       0.14809       0.14038       0.13898       0.13058       0.12988       0.12428
    coh37:k=0.360086,b=0       0.19985       0.19481       0.18977        0.184      0.17968       0.17248       0.15016       0.14944       0.14007       0.13935       0.13143       0.12999
    coh38:k=0.370089,b=0       0.20688       0.20022       0.19726      0.18986      0.18541       0.18023       0.15951       0.15063       0.14989       0.14026       0.13952       0.13286
    coh39:k=0.380091,b=0       0.21171       0.20943       0.20183      0.19879      0.19043       0.18662       0.16154       0.16002        0.1509       0.14938       0.14101       0.14025
    coh40:k=0.390093,b=0       0.21962       0.21494       0.21026      0.20324      0.19934       0.19076       0.16969       0.16189       0.15955       0.15097       0.14941       0.14238
    coh41:k=0.400096,b=0       0.22765       0.22045       0.21645      0.21005      0.20365       0.19965       0.17404       0.17004       0.16204       0.15964       0.15084       0.15004
    coh42:k=0.410098,b=0       0.23335       0.23007       0.22186      0.21776      0.21038       0.20382       0.18003       0.17347       0.17019       0.16117       0.15953       0.15215
    coh43:k=0.420101,b=0       0.23988       0.23568        0.2298      0.22223      0.21803       0.21047        0.1861       0.18022       0.17266       0.17014       0.16174       0.16006
    coh44:k=0.430103,b=0       0.24817       0.24043       0.23699      0.23011      0.22236       0.21806       0.19054       0.18537       0.18021       0.17247       0.16989       0.16215
    coh45:k=0.440105,b=0       0.25394       0.24954       0.24162      0.23722      0.23018       0.22225       0.19849       0.19057        0.1844          0.18       0.17208       0.16944
    coh46:k=0.450108,b=0       0.26061       0.25611       0.24981      0.24261      0.23721       0.23001        0.2012        0.1976        0.1904       0.18319       0.17959       0.17149
    coh47:k=0.46011,b=0        0.27008        0.2618        0.2572      0.24984      0.24248       0.23696       0.20935       0.20015       0.19647       0.19003       0.18266        0.1799
    coh48:k=0.470113,b=0       0.27502       0.27031       0.26279      0.25715      0.24963       0.24117       0.21484        0.2092       0.20074        0.1951       0.18946       0.18193
    coh49:k=0.480115,b=0       0.28087       0.27703        0.2703      0.26262      0.25686       0.25014       0.22037       0.21269       0.20789       0.20021       0.19349       0.18965
    coh50:k=0.490117,b=0       0.28966        0.2828        0.2779      0.27005      0.26221       0.25535       0.22692       0.22006       0.21026       0.20634       0.19948       0.19262
    coh5634:k=56.3435,b=0       49.977        49.977        49.977       49.977       49.977        49.977        49.977        49.977        49.977        49.977        49.977        49.977
    coh5635:k=56.3535,b=0       49.986        49.986        49.986       49.986       49.986        49.986        49.986        49.986        49.986        49.986        49.986        49.986
    coh5636:k=56.3635,b=0       49.994        49.994        49.994       49.994       49.994        49.994        49.994        49.994        49.994        49.994        49.994        49.994
    coh5637:k=56.3735,b=0       50.003        50.003        50.003       50.003       50.003        50.003        50.003        50.003        50.003        50.003        50.003        50.003
    coh5638:k=56.3835,b=0       50.012        50.012        50.012       50.012       50.012        50.012        50.012        50.012        50.012        50.012        50.012        50.012
    coh5639:k=56.3935,b=0       50.021        50.021        50.021       50.021       50.021        50.021        50.021        50.021        50.021        50.021        50.021        49.908
    coh5640:k=56.4035,b=0        50.03         50.03         50.03        50.03        50.03         50.03         50.03         50.03         50.03         50.03        49.917        49.917
    coh5641:k=56.4135,b=0       50.039        50.039        50.039       50.039       50.039        50.039        50.039        50.039        49.926        49.926        49.926        49.926
    coh5642:k=56.4235,b=0       50.048        50.048        50.048       50.048       50.048        49.935        49.935        49.935        49.935        49.935        49.935        49.935
    coh5643:k=56.4335,b=0       49.944        49.944        49.944       49.944       49.944        49.944        49.944        49.944        49.944        49.944        49.944        49.944
    coh5644:k=56.4435,b=0       49.953        49.953        49.953       49.953       49.953        49.953        49.953        49.953        49.953        49.953        49.953        49.953
    coh5645:k=56.4535,b=0       49.961        49.961        49.961       49.961       49.961        49.961        49.961        49.961        49.961        49.961        49.961        49.961
    coh5646:k=56.4635,b=0        49.97         49.97         49.97        49.97        49.97         49.97         49.97         49.97         49.97         49.97         49.97         49.97
    coh5647:k=56.4735,b=0       49.979        49.979        49.979       49.979       49.979        49.979        49.979        49.979        49.979        49.979        49.979        49.979
    coh5648:k=56.4835,b=0       49.988        49.988        49.988       49.988       49.988        49.988        49.988        49.988        49.988        49.988        49.988        49.988
    coh5649:k=56.4935,b=0       49.997        49.997        49.997       49.997       49.997        49.997        49.997        49.997        49.997        49.997        49.997        49.997
    coh5650:k=56.5035,b=0       50.006        50.006        50.006       50.006       50.006        50.006        50.006        50.006        50.006        50.006        50.006        50.006
    coh5651:k=56.5135,b=0       50.014        50.014        50.014       50.014       50.014        50.014        50.014        50.014        50.014        50.014        50.014        50.014
    coh5652:k=56.5235,b=0       50.023        50.023        50.023       50.023       50.023        50.023        50.023        50.023        50.023        50.023        50.023         49.91
    coh5653:k=56.5335,b=0       50.032        50.032        50.032       50.032       50.032        50.032        50.032        50.032        50.032        50.032        49.919        49.919
    coh5654:k=56.5436,b=0       50.041        50.041        50.041       50.041       50.041        50.041        50.041        50.041        49.928        49.928        49.928        49.928
    coh5655:k=56.5536,b=0        50.05         50.05         50.05        50.05        50.05        49.937        49.937        49.937        49.937        49.937        49.937        49.937
    coh5656:k=56.5636,b=0       49.946        49.946        49.946       49.946       49.946        49.946        49.946        49.946        49.946        49.946        49.946        49.946
    coh5657:k=56.5736,b=0       49.954        49.954        49.954       49.954       49.954        49.954        49.954        49.954        49.954        49.954        49.954        49.954
    coh5658:k=56.5836,b=0       49.963        49.963        49.963       49.963       49.963        49.963        49.963        49.963        49.963        49.963        49.963        49.963
    coh5659:k=56.5936,b=0       49.972        49.972        49.972       49.972       49.972        49.972        49.972        49.972        49.972        49.972        49.972        49.972
    coh5660:k=56.6036,b=0       49.981        49.981        49.981       49.981       49.981        49.981        49.981        49.981        49.981        49.981        49.981        49.981
    coh5661:k=56.6136,b=0        49.99         49.99         49.99        49.99        49.99         49.99         49.99         49.99         49.99         49.99         49.99         49.99
    coh5662:k=56.6236,b=0       49.999        49.999        49.999       49.999       49.999        49.999        49.999        49.999        49.999        49.999        49.999        49.999
    coh5663:k=56.6336,b=0       50.007        50.007        50.007       50.007       50.007        50.007        50.007        50.007        50.007        50.007        50.007        50.007
    coh5664:k=56.6436,b=0       50.016        50.016        50.016       50.016       50.016        50.016        50.016        50.016        50.016        50.016        50.016        50.016
    coh5665:k=56.6536,b=0       50.025        50.025        50.025       50.025       50.025        50.025        50.025        50.025        50.025        50.025        50.025        49.912
    coh5666:k=56.6636,b=0       50.034        50.034        50.034       50.034       50.034        50.034        50.034        50.034        50.034        50.034        50.034        49.921
    coh5667:k=56.6736,b=0       50.043        50.043        50.043       50.043       50.043        50.043        50.043        50.043        50.043        49.929        49.929        49.929
    coh5668:k=56.6836,b=0       50.052        50.052        50.052       50.052       50.052        49.938        49.938        49.938        49.938        49.938        49.938        49.938
    coh5669:k=56.6936,b=0       49.947        49.947        49.947       49.947       49.947        49.947        49.947        49.947        49.947        49.947        49.947        49.947
    coh5670:k=56.7036,b=0       49.956        49.956        49.956       49.956       49.956        49.956        49.956        49.956        49.956        49.956        49.956        49.956
    coh5671:k=56.7136,b=0       49.965        49.965        49.965       49.965       49.965        49.965        49.965        49.965        49.965        49.965        49.965        49.965
    coh5672:k=56.7236,b=0       49.973        49.973        49.973       49.973       49.973        49.973        49.973        49.973        49.973        49.973        49.973        49.973
    coh5673:k=56.7336,b=0       49.982        49.982        49.982       49.982       49.982        49.982        49.982        49.982        49.982        49.982        49.982        49.982
    coh5674:k=56.7436,b=0       49.991        49.991        49.991       49.991       49.991        49.991        49.991        49.991        49.991        49.991        49.991        49.991
    coh5675:k=56.7536,b=0           50            50            50           50           50            50            50            50            50            50            50            50
    coh5676:k=56.7636,b=0       50.009        50.009        50.009       50.009       50.009        50.009        50.009        50.009        50.009        50.009        50.009        50.009
    coh5677:k=56.7736,b=0       50.018        50.018        50.018       50.018       50.018        50.018        50.018        50.018        50.018        50.018        50.018        50.018
    coh5678:k=56.7836,b=0       50.026        50.026        50.026       50.026       50.026        50.026        50.026        50.026        50.026        50.026        50.026        50.026
    coh5679:k=56.7936,b=0       50.035        50.035        50.035       50.035       50.035        50.035        50.035        50.035        50.035        50.035        50.035        49.922
    coh5680:k=56.8036,b=0       50.044        50.044        50.044       50.044       50.044        50.044        50.044        50.044        50.044         49.93         49.93         49.93
    coh5681:k=56.8136,b=0       50.053        50.053        50.053       50.053       50.053        50.053        49.939        49.939        49.939        49.939        49.939        49.939
    coh5682:k=56.8236,b=0       49.948        49.948        49.948       49.948       49.948        49.948        49.948        49.948        49.948        49.948        49.948        49.948
    coh5683:k=56.8336,b=0       49.957        49.957        49.957       49.957       49.957        49.957        49.957        49.957        49.957        49.957        49.957        49.957

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fl_y_min = 0.2
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Warning: Ignoring extra legend entries. 
Elapsed time is 155.825150 seconds.
Warning: Directory already exists. 
valgap = norm(mt_val - mt_val_cur)
polgap = norm(mt_pol_a - mt_pol_a_cur)
z1 = z1 perc change: sum((mt_pol_a ~= mt_pol_a_cur))/(it_ameshk_n)
                 valgap      polgap         z1            z2            z3            z4            z5            z6            z7            z8            z9          z10         z11          z12           z13           z14           z15    
                ________    ________    __________    __________    __________    __________    __________    __________    __________    __________    __________    ________    ________    __________    __________    __________    __________

    iter=1        452.08      592.33             1             1             1             1             1             1             1             1             1           1           1             1             1             1             1
    iter=2        347.26        5186             1             1             1             1             1             1             1             1             1           1           1             1             1             1             1
    iter=3        287.76      1725.7       0.99982             1             1             1             1       0.99806             1             1       0.99982     0.99991     0.99974       0.99982       0.99956             1             1
    iter=4        244.86      845.27             1        0.9993             1             1             1             1       0.99947             1             1           1     0.99991             1             1       0.99991       0.99921
    iter=5        211.56      502.62       0.99974       0.99815       0.99965       0.99965       0.99947       0.99947       0.99965       0.99965       0.99965     0.99974     0.99938       0.99956       0.99982       0.99921        0.9993
    iter=6        184.68      332.54        0.9993        0.9993       0.99912       0.99886       0.99912       0.99639       0.99947        0.9993       0.99727     0.99903     0.99894       0.99912       0.99886       0.99886       0.99859
    iter=7        162.45      235.97       0.99894        0.9993       0.99894       0.99912       0.99894       0.99912       0.99833       0.99859       0.99745     0.99877     0.99877       0.99798       0.99824       0.99815        0.9985
    iter=8        143.74      175.75       0.99877       0.99877       0.99771       0.99833       0.99806       0.99815       0.99789        0.9985       0.99833      0.9978     0.99789       0.99806       0.99762       0.99736       0.99762
    iter=9         127.8      135.38       0.99771       0.99824       0.99754       0.99771       0.99859       0.99762       0.99789       0.99666        0.9978     0.99833     0.99798       0.99762        0.9971       0.99762       0.99674
    iter=10       114.08       107.2       0.99736       0.99683       0.99736        0.9963       0.99718       0.99736       0.99666       0.99551       0.99639     0.99692     0.99639       0.99639        0.9971       0.99639       0.99736
    iter=11       102.17      86.687       0.99613       0.99666       0.99613       0.99666        0.9963       0.99613       0.99683       0.99683       0.99595     0.99683     0.99674       0.99648       0.99657       0.99569       0.99595
    iter=12       91.763       71.45       0.99455       0.99296        0.9949       0.99472       0.99507       0.99393       0.99525       0.99507       0.99463     0.99455     0.99472       0.99525       0.99472       0.99516       0.99499
    iter=13       82.624      59.434       0.99208       0.99279       0.99208       0.99331       0.99331       0.99331       0.99367       0.99419        0.9949     0.99411     0.99419       0.99437        0.9949       0.99481       0.99481
    iter=14       74.558      50.082       0.97836       0.98276       0.98416       0.98645       0.98786       0.99155       0.99085       0.99155       0.99208     0.99323     0.99287       0.99217       0.99314       0.99349       0.99367
    iter=15       67.409      42.386       0.95583       0.96129       0.96604       0.96956       0.97519       0.97994       0.98135       0.98751       0.98927     0.99111     0.99129       0.99094       0.99147       0.99147       0.99358
    iter=16       61.051      36.233       0.92486       0.92926       0.93419        0.9444       0.94844       0.95794       0.96305       0.96982        0.9773     0.98117     0.98408       0.98874       0.98874       0.98979       0.99059
    iter=17       55.379      31.251       0.88263       0.89213       0.90181       0.90867       0.91642       0.92504       0.93745       0.93964       0.95337     0.96305     0.97413       0.98056       0.98496       0.98663       0.98654
    iter=18       50.305      27.279       0.82879       0.84445       0.84814       0.86257       0.87383       0.88703       0.89917       0.91351       0.92284     0.93111     0.94369       0.95742       0.96639       0.97677        0.9846
    iter=19       45.756      23.811       0.75787       0.76544       0.78145       0.79993       0.80996       0.82193       0.84955       0.86275       0.88826     0.90102     0.91985       0.92961       0.94589       0.95935       0.96894
    iter=20       41.668      20.926        0.6618        0.6706       0.68872       0.70209       0.72849       0.74433       0.77283       0.79879       0.82351     0.84955      0.8741       0.89381       0.91387       0.93129       0.94668
    iter=21       37.988       18.67       0.55886       0.58913       0.59018       0.60883       0.62766       0.64579       0.66936       0.69646       0.72699     0.76157     0.79368       0.82659       0.86486       0.90076        0.9202
    iter=22        34.67      17.215       0.49446       0.50343       0.50695       0.53458       0.54513       0.56537       0.58244         0.623       0.64086     0.66936     0.70025       0.73447       0.77741       0.81251       0.84647
    iter=23       31.673      14.846       0.42988       0.42794       0.45011       0.46525       0.46472       0.49956       0.50642        0.5388       0.56854     0.58437     0.62476       0.65538       0.68749       0.71775       0.76043
    iter=24       28.964      13.627       0.35949       0.38378       0.39293       0.39363       0.42478       0.42917       0.46085       0.47317       0.49868     0.52332     0.54883       0.57857       0.61341       0.64367       0.66329
    iter=25        26.51      13.934       0.32993        0.3287        0.3382       0.36196       0.35967       0.38589       0.39645        0.4239       0.43569     0.46498     0.50185       0.51751       0.54513       0.58147       0.61218
    iter=26       24.286      11.642        0.2731       0.29122       0.30002        0.3016       0.32923       0.33222       0.35439       0.36759       0.39521     0.40542     0.43736       0.46014       0.48795       0.52648       0.53035
    iter=27       22.267      10.942       0.25374         0.246       0.26183       0.27978       0.27257       0.29896       0.31234       0.33064       0.33803     0.37216     0.39152       0.41175       0.44545       0.46498       0.49323
    iter=28       20.434      9.6511       0.21696       0.22928       0.22787        0.2335       0.25655       0.25814       0.27749        0.2921       0.31304     0.32712     0.34049       0.37322       0.39979       0.41457       0.42442
    iter=29       18.767      8.9041       0.18318       0.18986       0.20429       0.20324       0.21608        0.2321       0.24301       0.26588       0.27178     0.28189     0.31761       0.33926       0.36072       0.38149       0.39733
    iter=30        17.25      8.6614       0.17016       0.16857        0.1728       0.19268       0.18635       0.20359       0.20992       0.23086       0.24793     0.27169     0.27468        0.2921       0.31902       0.33961       0.34894
    iter=31       15.868      10.288       0.14675        0.1559       0.14922       0.15837       0.17438       0.17315       0.19638       0.19567       0.21186     0.22594     0.23852       0.27485       0.28682       0.30776       0.30987
    iter=32       14.609      7.9124       0.12194       0.13356       0.14235       0.13373       0.14957       0.16065        0.1684       0.18036       0.18934     0.20535     0.22805       0.23579       0.25691       0.28629       0.29861
    iter=33        13.46      6.3083       0.10751       0.11402       0.12265       0.12599       0.12863       0.13778       0.13884       0.15538       0.16541     0.18599     0.20148       0.21819       0.23403       0.24107       0.25884
    iter=34       12.412      6.5437       0.10364      0.097484       0.10487       0.11631       0.11314       0.12441       0.13039       0.14095       0.14781     0.15907     0.17878       0.18599       0.19884        0.2072       0.22946
    iter=35       11.454      5.4047      0.088334      0.090973      0.090093       0.10083       0.10153       0.10857        0.1179       0.12317       0.14095     0.14235     0.15626       0.18036       0.20192       0.19198       0.19646
    iter=36       10.578      6.2973      0.076896      0.079887       0.07584       0.08587      0.094492      0.098012       0.10487         0.101       0.11948     0.12476     0.14675       0.15045       0.16549       0.19286        0.1918
    iter=37       9.7765      4.5695      0.066866      0.070033       0.07496      0.072321      0.080415      0.081295      0.086222       0.10048       0.10223     0.11244     0.12757       0.13971       0.15573       0.16365       0.17156
    iter=38       9.0426      4.4915      0.058244      0.061411      0.066162      0.063523      0.070209      0.079008      0.079535      0.093437      0.091501     0.10364     0.11297        0.1318       0.13056       0.14411        0.1508
    iter=39       8.3702      4.4404      0.046982      0.051557      0.056484       0.05666      0.061587      0.067394      0.068802      0.076192      0.081823    0.093788      0.1135        0.1142       0.11895       0.12124       0.13936
    iter=40       7.7537      3.9339      0.042407      0.045223      0.047862      0.050853      0.051205       0.06757      0.061587      0.066162      0.071969    0.086046    0.082527      0.094668       0.10716       0.11262         0.123
    iter=41       7.1877      3.3362      0.039944      0.038536      0.045047      0.048566      0.044519       0.05015      0.053845      0.062819      0.064227    0.073025    0.078304       0.08851       0.10347      0.097484       0.10927
    iter=42       6.6679       3.899      0.036072      0.032025      0.035369       0.04012      0.036776      0.051029      0.050326      0.053141      0.060707    0.062291    0.069682      0.086398      0.094316       0.08675      0.096956
    iter=43         6.19      3.5303      0.031849      0.029738      0.030618      0.035017      0.035369      0.043991      0.044695      0.044519      0.049974    0.055428    0.060883      0.073905       0.07584      0.094932      0.081295
    iter=44       5.7504      4.5805       0.02745      0.024459      0.027098      0.029914      0.035545      0.031321      0.039592      0.035721      0.044695    0.051205    0.056308       0.07672      0.065986      0.082967      0.069506
    iter=45       5.3456      3.1633      0.023579      0.025515      0.024987      0.027274      0.028506      0.030442      0.032377      0.035369      0.037832    0.042055    0.049622      0.052965      0.063347      0.071265      0.070297
    iter=46       4.9725      3.3306      0.020412      0.021995      0.020588      0.023051      0.025339       0.02745      0.028858      0.031497      0.037304    0.040472    0.044695      0.043639      0.051381      0.057188      0.071529
    iter=47       4.6284      2.5489      0.018124      0.017772      0.018124      0.020236      0.020236      0.023051      0.025163      0.027626      0.027626    0.034137    0.045047      0.042407      0.052437      0.050853       0.05842
    iter=48       4.3107      2.0574      0.016892      0.016189      0.014253      0.015837      0.018124      0.020764      0.021995      0.026043      0.026395    0.025691    0.035193      0.042407       0.03836      0.045399      0.055077
    iter=49       4.0172      3.0228       0.01179      0.013901      0.013197      0.016013      0.017948      0.022523      0.019356      0.022347      0.023579    0.027274    0.030266       0.03097      0.043991      0.040296      0.047862
    iter=50       3.7458      3.2686      0.010206      0.013549      0.012845      0.012141      0.014077      0.013373      0.016717      0.018828      0.021116    0.024107    0.025163      0.026395      0.032905      0.038008      0.045047
    iter=91      0.26935           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=92      0.25313     0.28229    0.00017596             0             0    0.00017596    0.00017596    0.00017596             0             0             0           0           0             0             0             0             0
    iter=93      0.23789     0.24609             0    0.00017596             0             0             0             0             0    0.00017596    0.00035193           0           0             0    0.00052789    0.00017596             0
    iter=94      0.22357      0.1673             0             0             0             0             0             0             0             0             0           0           0    0.00017596    0.00035193    0.00052789             0
    iter=95      0.21012     0.12523             0             0             0             0             0             0             0             0             0           0           0             0    0.00035193             0             0
    iter=96      0.19748     0.08606             0             0             0             0             0             0             0             0             0           0           0             0             0    0.00035193             0
    iter=97      0.18561     0.17052             0             0             0             0             0             0             0    0.00017596             0           0           0             0             0    0.00017596    0.00017596
    iter=98      0.17445           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=99      0.16396    0.078399             0             0             0             0             0             0             0             0    0.00017596           0           0             0             0             0             0
    iter=100     0.15411           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=101     0.14484     0.22143             0             0             0             0             0             0             0             0    0.00035193           0           0    0.00017596             0             0             0
    iter=102     0.13614     0.08474             0             0             0             0             0             0    0.00017596             0             0           0           0             0             0             0             0
    iter=103     0.12796           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=104     0.12027    0.088281             0    0.00017596             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=105     0.11305    0.095443             0             0    0.00017596             0             0             0             0             0             0           0           0             0             0             0             0
    iter=106     0.10626     0.15233             0             0             0             0    0.00035193             0             0             0             0           0           0             0             0             0             0
    iter=107    0.099879     0.18394             0             0             0             0             0             0             0             0             0           0           0             0    0.00017596             0             0
    iter=108    0.093881           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=109    0.088244           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=110    0.082946           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=111    0.077966           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=112    0.073285           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=113    0.068886           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=114    0.064751    0.094603             0             0             0             0             0             0             0             0             0           0           0             0    0.00017596             0             0
    iter=115    0.060864           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=116    0.057211           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=117    0.053777           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=118    0.050549           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=119    0.047515           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=120    0.044663           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=121    0.041983           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=122    0.039463           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=123    0.037095           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=124    0.034869           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=125    0.032776           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=126     0.03081           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=127    0.028961           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=128    0.027223           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=129    0.025589           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=130    0.024054           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=131     0.02261           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=132    0.021254           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=133    0.019978           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=134     0.01878           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=135    0.017653           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=136    0.016593           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=137    0.015598           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=138    0.014662           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=139    0.013782           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0
    iter=140    0.012955           0             0             0             0             0             0             0             0             0             0           0           0             0             0             0             0

tb_val
                             z1_0_34741    z2_0_40076    z3_0_4623    z4_0_5333    z5_0_61519    z6_0_70966    z10_1_2567    z11_1_4496    z12_1_6723    z13_1_9291    z14_2_2253    z15_2_567
                             __________    __________    _________    _________    __________    __________    __________    __________    __________    __________    __________    _________

    coh1:k=0.2,b=0            -7.7724       -7.2998       -6.7757      -6.2222      -5.6506       -5.0658        -2.6412        -2.0231      -1.4052       -0.7934      -0.20136      0.34283 
    coh2:k=0.210002,b=0       -7.6191        -7.145       -6.6192      -6.0643      -5.4915       -4.9059        -2.4804        -1.8627      -1.2454      -0.63442       -0.0435      0.49937 
    coh3:k=0.220005,b=0       -7.4703       -6.9959         -6.47       -5.915      -5.3422       -4.7566        -2.3311        -1.7134      -1.0961      -0.48512       0.10577      0.64861 
    coh4:k=0.230007,b=0       -7.3326       -6.8577       -6.3313      -5.7758      -5.2026       -4.6167        -2.1922         -1.575     -0.95826      -0.34783       0.24271      0.78541 
    coh5:k=0.24001,b=0        -7.1981       -6.7227       -6.1958        -5.64      -5.0667       -4.4807        -2.0566        -1.4398     -0.82371      -0.21417       0.37519      0.91649 
    coh6:k=0.250012,b=0       -7.0721       -6.5965       -6.0695      -5.5137      -4.9403       -4.3544        -1.9306        -1.3139     -0.69789      -0.08843       0.50085       1.0421 
    coh7:k=0.260014,b=0       -6.9498       -6.4738       -5.9465      -5.3905      -4.8171       -4.2313          -1.81        -1.1944     -0.57944      0.029101        0.6177       1.1586 
    coh8:k=0.270017,b=0       -6.8336       -6.3576       -5.8303      -5.2743      -4.7008       -4.1151        -1.6939        -1.0784     -0.46371       0.14425       0.73194       1.2716 
    coh9:k=0.280019,b=0       -6.7212       -6.2451       -5.7178      -5.1619      -4.5888       -4.0035        -1.5851       -0.97015     -0.35582       0.25206       0.83969       1.3793 
    coh10:k=0.290022,b=0      -6.6133       -6.1372       -5.6099      -5.0541       -4.481       -3.8958        -1.4784        -0.8643     -0.25114       0.35524       0.94163       1.4804 
    coh11:k=0.300024,b=0      -6.5089        -6.033        -5.506      -4.9506      -4.3781       -3.7934         -1.378       -0.76388     -0.15077       0.45552        1.0415       1.5796 
    coh12:k=0.310026,b=0      -6.4085       -5.9327       -5.4057      -4.8503      -4.2778       -3.6933        -1.2805       -0.66778    -0.055828       0.54968        1.1353       1.6733 
    coh13:k=0.320029,b=0       -6.311       -5.8355       -5.3089      -4.7541      -4.1823       -3.5984        -1.1868       -0.57414     0.037414       0.64208        1.2264        1.763 
    coh14:k=0.330031,b=0      -6.2171       -5.7416       -5.2152      -4.6604      -4.0887       -3.5052        -1.0973       -0.48559      0.12539       0.72992        1.3142       1.8507 
    coh15:k=0.340034,b=0      -6.1252       -5.6502       -5.1244      -4.5704      -3.9995       -3.4166        -1.0097       -0.39859      0.21141       0.81448        1.3976       1.9334 
    coh16:k=0.350036,b=0       -6.037       -5.5622       -5.0365      -4.4826      -3.9119       -3.3294       -0.92641       -0.31588      0.29392       0.89684        1.4795       2.0145 
    coh17:k=0.360038,b=0      -5.9504        -5.476        -4.951      -4.3979      -3.8281       -3.2463       -0.84455       -0.23497       0.3734       0.97524        1.5574       2.0922 
    coh18:k=0.370041,b=0       -5.867       -5.3931       -4.8683      -4.3155      -3.7458       -3.1645       -0.76656       -0.15728        0.451        1.0524        1.6334       2.1669 
    coh19:k=0.380043,b=0      -5.7851       -5.3115       -4.7874      -4.2353      -3.6667       -3.0861       -0.68993      -0.081916      0.52512        1.1258        1.7067       2.2401 
    coh20:k=0.390046,b=0      -5.7058       -5.2328       -4.7092      -4.1576      -3.5891        -3.009       -0.61647     -0.0086311      0.59804        1.1978        1.7773       2.3098 
    coh21:k=0.400048,b=0      -5.6282       -5.1555       -4.6324      -4.0815       -3.514       -2.9349       -0.54448        0.06199      0.66773        1.2672        1.8465       2.3784 
    coh22:k=0.41005,b=0       -5.5525       -5.0806       -4.5582      -4.0079      -3.4407       -2.8619       -0.47509        0.13127      0.73636        1.3344        1.9127       2.4442 
    coh23:k=0.420053,b=0      -5.4789       -5.0073       -4.4852      -3.9355      -3.3693       -2.7916       -0.40723        0.19779      0.80217        1.4001         1.978       2.5085 
    coh24:k=0.430055,b=0      -5.4065       -4.9356       -4.4144      -3.8655      -3.2999       -2.7224       -0.34147        0.26328      0.86681        1.4634        2.0405       2.5709 
    coh25:k=0.440058,b=0      -5.3362       -4.8658       -4.3451      -3.7966      -3.2317       -2.6555       -0.27724         0.3263      0.92926        1.5257         2.102       2.6311 
    coh26:k=0.45006,b=0        -5.267       -4.7971       -4.2772      -3.7297      -3.1656       -2.5898        -0.2148        0.38842      0.99035        1.5856        2.1614       2.6904 
    coh27:k=0.460062,b=0      -5.1995       -4.7304       -4.2112      -3.6641      -3.1005       -2.5257        -0.1538        0.44823       1.0497        1.6446        2.2194       2.7474 
    coh28:k=0.470065,b=0      -5.1336       -4.6648        -4.146      -3.5999      -3.0375       -2.4632      -0.094403        0.50725       1.1076        1.7015         2.276       2.8036 
    coh29:k=0.480067,b=0      -5.0686       -4.6006       -4.0828      -3.5373      -2.9753       -2.4018      -0.036276        0.56421       1.1642        1.7575        2.3309       2.8577 
    coh30:k=0.49007,b=0       -5.0052       -4.5378       -4.0205      -3.4757      -2.9147       -2.3422       0.020336        0.62046       1.2193        1.8117        2.3848        2.911 
    coh31:k=0.500072,b=0      -4.9428        -4.476       -3.9595      -3.4157      -2.8553       -2.2833       0.075863        0.67479       1.2732        1.8651         2.437       2.9627 
    coh32:k=0.510074,b=0      -4.8816       -4.4156       -3.8999      -3.3566       -2.797       -2.2261        0.12992        0.72849       1.3258        1.9168        2.4885       3.0134 
    coh33:k=0.520077,b=0      -4.8218       -4.3563       -3.8411      -3.2988      -2.7401       -2.1697         0.1831        0.78045       1.3773        1.9677        2.5382       3.0628 
    coh34:k=0.530079,b=0      -4.7627       -4.2979       -3.7837      -3.2421       -2.684       -2.1147         0.2348        0.83179       1.4276        2.0171        2.5874       3.1111 
    coh35:k=0.540082,b=0      -4.7048       -4.2409       -3.7272      -3.1862      -2.6292       -2.0606         0.2858        0.88161       1.4769        2.0658         2.635       3.1583 
    coh36:k=0.550084,b=0       -4.648       -4.1845       -3.6717      -3.1318      -2.5753       -2.0075         0.3354        0.93078       1.5251        2.1132        2.6821       3.2044 
    coh37:k=0.560086,b=0      -4.5919       -4.1293       -3.6173      -3.0779      -2.5224       -1.9556        0.38442        0.97865       1.5724        2.1598        2.7277       3.2497 
    coh38:k=0.570089,b=0       -4.537       -4.0751       -3.5636      -3.0252      -2.4706       -1.9043        0.43206         1.0259       1.6187        2.2053        2.7728       3.2939 
    coh39:k=0.580091,b=0      -4.4829       -4.0215        -3.511      -2.9734      -2.4194       -1.8542        0.47916         1.0719       1.6641          2.25        2.8166       3.3374 
    coh40:k=0.590093,b=0      -4.4296        -3.969       -3.4593      -2.9223      -2.3694       -1.8049        0.52507         1.1172       1.7086        2.2937        2.8598       3.3798 
    coh41:k=0.600096,b=0      -4.3772       -3.9174       -3.4083      -2.8723        -2.32       -1.7563        0.57036         1.1616       1.7522        2.3368        2.9019       3.4216 
    coh42:k=0.610098,b=0      -4.3256       -3.8663       -3.3582       -2.823      -2.2715       -1.7088        0.61473         1.2052       1.7952        2.3788        2.9436       3.4623 
    coh43:k=0.620101,b=0      -4.2747       -3.8163       -3.3089      -2.7743      -2.2239       -1.6618        0.65831         1.2481       1.8371        2.4203        2.9841       3.5025 
    coh44:k=0.630103,b=0      -4.2247       -3.7669       -3.2602      -2.7267      -2.1768       -1.6157        0.70125         1.2901       1.8786        2.4607        3.0242       3.5417 
    coh45:k=0.640105,b=0      -4.1753       -3.7182       -3.2124      -2.6795      -2.1306       -1.5703        0.74325         1.3316        1.919        2.5008        3.0632       3.5804 
    coh46:k=0.650108,b=0      -4.1266       -3.6703       -3.1652      -2.6332      -2.0851       -1.5256        0.78477         1.3721       1.9591        2.5398        3.1019       3.6183 
    coh47:k=0.66011,b=0       -4.0787       -3.6231       -3.1187      -2.5876      -2.0402       -1.4817         0.8254         1.4121       1.9982        2.5784        3.1396       3.6556 
    coh48:k=0.670113,b=0      -4.0314       -3.5764        -3.073      -2.5425      -1.9961       -1.4383        0.86558         1.4514       2.0368        2.6162        3.1769       3.6921 
    coh49:k=0.680115,b=0      -3.9846       -3.5305       -3.0278      -2.4982      -1.9526       -1.3956        0.90495         1.4901       2.0747        2.6535        3.2134       3.7282 
    coh50:k=0.690117,b=0      -3.9387       -3.4852       -2.9832      -2.4545      -1.9096       -1.3536        0.94376         1.5281        2.112          2.69        3.2494       3.7635 
    coh5634:k=56.5435,b=0      14.737        14.785         14.84       14.901       14.968        15.041         15.403         15.514       15.635        15.764        15.897       16.027 
    coh5635:k=56.5535,b=0      14.737        14.785         14.84       14.902       14.969        15.042         15.404         15.515       15.636        15.765        15.898       16.028 
    coh5636:k=56.5635,b=0      14.738        14.786        14.841       14.903        14.97        15.043         15.405         15.516       15.637        15.765        15.899       16.029 
    coh5637:k=56.5735,b=0      14.739        14.787        14.842       14.904       14.971        15.044         15.406         15.517       15.637        15.766          15.9        16.03 
    coh5638:k=56.5835,b=0       14.74        14.788        14.843       14.905       14.972        15.045         15.407         15.518       15.638        15.767          15.9        16.03 
    coh5639:k=56.5935,b=0      14.741        14.789        14.844       14.906       14.973        15.046         15.407         15.519       15.639        15.768        15.901       16.031 
    coh5640:k=56.6035,b=0      14.742         14.79        14.845       14.907       14.974        15.047         15.408          15.52        15.64        15.769        15.902       16.031 
    coh5641:k=56.6135,b=0      14.743        14.791        14.846       14.908       14.975        15.048         15.409          15.52       15.641        15.769        15.903       16.032 
    coh5642:k=56.6235,b=0      14.744        14.792        14.847       14.908       14.976        15.048          15.41         15.521       15.642         15.77        15.903       16.033 
    coh5643:k=56.6335,b=0      14.744        14.792        14.847       14.909       14.976        15.049          15.41         15.521       15.642         15.77        15.904       16.033 
    coh5644:k=56.6435,b=0      14.744        14.792        14.847       14.909       14.976        15.049          15.41         15.521       15.642         15.77        15.904       16.033 
    coh5645:k=56.6535,b=0      14.744        14.792        14.847       14.909       14.976        15.049          15.41         15.522       15.642         15.77        15.904       16.034 
    coh5646:k=56.6635,b=0      14.744        14.792        14.847       14.909       14.976        15.049          15.41         15.522       15.642        15.771        15.904       16.034 
    coh5647:k=56.6735,b=0      14.744        14.792        14.848       14.909       14.976        15.049         15.411         15.522       15.643        15.771        15.905       16.035 
    coh5648:k=56.6835,b=0      14.745        14.793        14.848        14.91       14.977         15.05         15.412         15.523       15.643        15.772        15.906       16.036 
    coh5649:k=56.6935,b=0      14.746        14.794        14.849        14.91       14.978        15.051         15.412         15.524       15.644        15.773        15.907       16.036 
    coh5650:k=56.7035,b=0      14.747        14.795         14.85       14.911       14.979        15.051         15.413         15.525       15.645        15.774        15.907       16.037 
    coh5651:k=56.7135,b=0      14.748        14.795        14.851       14.912       14.979        15.052         15.414         15.525       15.646        15.775        15.908       16.038 
    coh5652:k=56.7235,b=0      14.749        14.796        14.852       14.913        14.98        15.053         15.415         15.526       15.647        15.775        15.909       16.038 
    coh5653:k=56.7335,b=0      14.749        14.797        14.853       14.914       14.981        15.054         15.416         15.527       15.647        15.776        15.909       16.039 
    coh5654:k=56.7436,b=0       14.75        14.798        14.854       14.915       14.982        15.055         15.417         15.528       15.648        15.777         15.91        16.04 
    coh5655:k=56.7536,b=0      14.751        14.799        14.855       14.916       14.983        15.056         15.418         15.529       15.649        15.778        15.911        16.04 
    coh5656:k=56.7636,b=0      14.751        14.799        14.855       14.916       14.983        15.056         15.418         15.529       15.649        15.778        15.911        16.04 
    coh5657:k=56.7736,b=0      14.752        14.799        14.855       14.916       14.983        15.056         15.418         15.529       15.649        15.778        15.911        16.04 
    coh5658:k=56.7836,b=0      14.752        14.799        14.855       14.916       14.983        15.056         15.418         15.529       15.649        15.778        15.911       16.041 
    coh5659:k=56.7936,b=0      14.752          14.8        14.855       14.916       14.983        15.056         15.418         15.529       15.649        15.778        15.912       16.042 
    coh5660:k=56.8036,b=0      14.752          14.8        14.855       14.916       14.983        15.056         15.418         15.529        15.65        15.779        15.912       16.042 
    coh5661:k=56.8136,b=0      14.752          14.8        14.855       14.917       14.984        15.057         15.419          15.53       15.651         15.78        15.913       16.043 
    coh5662:k=56.8236,b=0      14.753        14.801        14.856       14.918       14.985        15.058          15.42         15.531       15.652         15.78        15.914       16.044 
    coh5663:k=56.8336,b=0      14.754        14.802        14.857       14.919       14.986        15.059         15.421         15.532       15.652        15.781        15.915       16.044 
    coh5664:k=56.8436,b=0      14.755        14.803        14.858        14.92       14.987         15.06         15.422         15.533       15.653        15.782        15.915       16.045 
    coh5665:k=56.8536,b=0      14.756        14.804        14.859       14.921       14.988        15.061         15.422         15.534       15.654        15.783        15.916       16.046 
    coh5666:k=56.8636,b=0      14.757        14.805         14.86       14.921       14.989        15.062         15.423         15.534       15.655        15.783        15.917       16.046 
    coh5667:k=56.8736,b=0      14.758        14.806        14.861       14.922        14.99        15.062         15.424         15.535       15.656        15.784        15.918       16.047 
    coh5668:k=56.8836,b=0      14.759        14.807        14.862       14.923        14.99        15.063         15.425         15.536       15.656        15.785        15.918       16.047 
    coh5669:k=56.8936,b=0      14.759        14.807        14.862       14.923        14.99        15.063         15.425         15.536       15.656        15.785        15.918       16.048 
    coh5670:k=56.9036,b=0      14.759        14.807        14.862       14.923        14.99        15.063         15.425         15.536       15.656        15.785        15.918       16.048 
    coh5671:k=56.9136,b=0      14.759        14.807        14.862       14.923       14.991        15.064         15.425         15.536       15.657        15.785        15.918       16.048 
    coh5672:k=56.9236,b=0      14.759        14.807        14.862       14.924       14.991        15.064         15.425         15.536       15.657        15.785        15.919       16.049 
    coh5673:k=56.9336,b=0      14.759        14.807        14.862       14.924       14.991        15.064         15.425         15.537       15.657        15.786         15.92       16.049 
    coh5674:k=56.9436,b=0      14.759        14.807        14.863       14.924       14.991        15.064         15.426         15.537       15.658        15.787         15.92        16.05 
    coh5675:k=56.9536,b=0       14.76        14.808        14.863       14.925       14.992        15.065         15.427         15.538       15.659        15.787        15.921       16.051 
    coh5676:k=56.9636,b=0      14.761        14.809        14.864       14.926       14.993        15.066         15.428         15.539       15.659        15.788        15.922       16.052 
    coh5677:k=56.9736,b=0      14.762         14.81        14.865       14.927       14.994        15.067         15.429          15.54        15.66        15.789        15.922       16.052 
    coh5678:k=56.9836,b=0      14.763        14.811        14.866       14.928       14.995        15.068         15.429         15.541       15.661         15.79        15.923       16.053 
    coh5679:k=56.9936,b=0      14.764        14.812        14.867       14.929       14.996        15.069          15.43         15.542       15.662        15.791        15.924       16.053 
    coh5680:k=57.0036,b=0      14.765        14.813        14.868        14.93       14.997         15.07         15.431         15.542       15.663        15.791        15.925       16.054 
    coh5681:k=57.0136,b=0      14.766        14.814        14.869        14.93       14.997         15.07         15.432         15.543       15.663        15.792        15.925       16.055 
    coh5682:k=57.0236,b=0      14.766        14.814        14.869        14.93       14.998         15.07         15.432         15.543       15.663        15.792        15.925       16.055 
    coh5683:k=57.0336,b=0      14.766        14.814        14.869       14.931       14.998        15.071         15.432         15.543       15.664        15.792        15.926       16.055 

tb_pol_a
                             z1_0_34741    z2_0_40076    z3_0_4623     z4_0_5333     z5_0_61519    z6_0_70966    z10_1_2567    z11_1_4496    z12_1_6723    z13_1_9291    z14_2_2253    z15_2_567 
                             __________    __________    __________    __________    __________    __________    __________    __________    __________    __________    __________    __________

    coh1:k=0.2,b=0             4.02e-05      4.02e-05      4.02e-05      4.14e-05      4.22e-05       4.3e-05      4.38e-05      4.34e-05       4.3e-05      4.22e-05       4.1e-05      4.02e-05
    coh2:k=0.210002,b=0      4.7671e-05    4.8931e-05    4.9771e-05    4.9771e-05    4.9771e-05    4.9771e-05    4.9771e-05    4.9771e-05    4.9771e-05    4.9771e-05    4.9771e-05    4.9771e-05
    coh3:k=0.220005,b=0      4.9941e-05    4.9941e-05    4.9941e-05    4.9941e-05    4.9941e-05    4.9941e-05    4.9941e-05    4.9941e-05    4.9941e-05    4.9941e-05    4.9941e-05    4.9941e-05
    coh4:k=0.230007,b=0      5.4052e-05    5.4972e-05    5.5892e-05    5.6352e-05    5.6812e-05    5.7272e-05    5.5892e-05    5.5432e-05    5.4052e-05    5.3132e-05    5.1752e-05    5.0372e-05
    coh5:k=0.24001,b=0       5.9762e-05    5.9762e-05    5.9762e-05    6.0242e-05    6.0242e-05    6.0242e-05    5.9762e-05    5.9762e-05    5.9762e-05    5.9762e-05    5.9762e-05    5.9762e-05
    coh6:k=0.250012,b=0      6.1753e-05    6.2253e-05    6.2753e-05    6.2753e-05    6.2753e-05    6.2753e-05    6.0253e-05    6.0253e-05    6.0253e-05    6.0253e-05    6.0253e-05    6.0253e-05
    coh7:k=0.260014,b=0      6.9944e-05    6.9944e-05    6.9944e-05    6.9944e-05    6.9944e-05    6.9944e-05    6.9944e-05    6.8384e-05    6.6824e-05    6.5264e-05    6.3183e-05    6.1623e-05
    coh8:k=0.270017,b=0      7.1014e-05    7.1014e-05    7.1014e-05    7.0474e-05    7.0474e-05    7.0474e-05    6.9934e-05    6.9934e-05    6.9934e-05    6.9934e-05    6.9934e-05    6.9934e-05
    coh9:k=0.280019,b=0      7.9805e-05    7.9805e-05    7.9805e-05    7.9805e-05    7.9805e-05    7.9805e-05    7.4765e-05    7.3085e-05    7.0845e-05    7.0285e-05    7.0285e-05    7.0285e-05
    coh10:k=0.290022,b=0     8.0916e-05    8.0336e-05    8.0336e-05    8.0336e-05    8.0336e-05    8.0336e-05    7.9756e-05    7.9756e-05    7.9756e-05    7.9176e-05    7.6856e-05    7.4536e-05
    coh11:k=0.300024,b=0     8.9707e-05    8.9707e-05    8.9707e-05    8.9107e-05    8.8507e-05    8.7307e-05    8.0706e-05    8.0106e-05    8.0106e-05    8.0106e-05    8.0106e-05    8.0106e-05
    coh12:k=0.310026,b=0     9.0838e-05    9.0218e-05    9.0218e-05    9.0218e-05    9.0218e-05    9.0218e-05    8.9598e-05    8.8358e-05    8.6497e-05    8.3397e-05    8.0917e-05    8.0297e-05
    coh13:k=0.320029,b=0     9.9529e-05    9.9529e-05    9.9529e-05    9.8889e-05    9.7609e-05    9.6329e-05    8.9928e-05    8.9928e-05    8.9928e-05    8.9928e-05    8.9928e-05    8.8008e-05
    coh14:k=0.330031,b=0     0.00010264    0.00010132    0.00010066    9.9999e-05    9.9999e-05    9.9999e-05    9.8019e-05    9.4719e-05    9.2079e-05    9.0099e-05    9.0099e-05    9.0099e-05
    coh15:k=0.340034,b=0     0.00010983    0.00010983    0.00010983    0.00010915    0.00010711    0.00010507    0.00010031     9.963e-05     9.963e-05     9.895e-05    9.5549e-05    9.2829e-05
    coh16:k=0.350036,b=0     0.00011376    0.00011236    0.00011096    0.00011026    0.00011026    0.00011026    0.00010536    0.00010186    0.00010046    0.00010046     9.976e-05     9.976e-05
    coh17:k=0.360038,b=0     0.00011989    0.00011989    0.00011989    0.00011917    0.00011701    0.00011485    0.00010981    0.00010981    0.00010909    0.00010549    0.00010189    0.00010045
    coh18:k=0.370041,b=0     0.00012544    0.00012396    0.00012248    0.00012026    0.00012026    0.00012026     0.0001136    0.00011064     0.0001099     0.0001099     0.0001099    0.00010842
    coh19:k=0.380043,b=0     0.00013035    0.00013035    0.00012959    0.00012959    0.00012807    0.00012503    0.00011971    0.00011971    0.00011591    0.00011211    0.00011059    0.00010983
    coh20:k=0.390046,b=0     0.00013847    0.00013613    0.00013457    0.00013145    0.00013067    0.00012989    0.00012208    0.00012052    0.00011974    0.00011974    0.00011818    0.00011428
    coh21:k=0.400048,b=0     0.00014042    0.00014042    0.00014042    0.00013962    0.00013882    0.00013642    0.00013002    0.00012842    0.00012361    0.00012041    0.00012041    0.00011961
    coh22:k=0.41005,b=0      0.00014967    0.00014885    0.00014639    0.00014311    0.00014065    0.00013983    0.00013081    0.00012999    0.00012999    0.00012917    0.00012507    0.00012096
    coh23:k=0.420053,b=0     0.00015332    0.00015164    0.00014996    0.00014996    0.00014996     0.0001466    0.00013988    0.00013652    0.00013232    0.00013064     0.0001298     0.0001298
    coh24:k=0.430055,b=0     0.00016041    0.00015955    0.00015869    0.00015525    0.00015181    0.00015009    0.00014063    0.00013977    0.00013977    0.00013719    0.00013203    0.00013031
    coh25:k=0.440058,b=0     0.00016678    0.00016414     0.0001615    0.00016062    0.00015974    0.00015886    0.00015006    0.00014566    0.00014038    0.00014038     0.0001395    0.00013774
    coh26:k=0.45006,b=0      0.00017057    0.00017057    0.00016967    0.00016787    0.00016427    0.00016067    0.00015077    0.00014987    0.00014987    0.00014537    0.00014087    0.00013997
    coh27:k=0.460062,b=0     0.00017988    0.00017712    0.00017436    0.00017068    0.00016976    0.00016976    0.00015964    0.00015504    0.00015044    0.00015044    0.00014952    0.00014492
    coh28:k=0.470065,b=0      0.0001838    0.00018097    0.00018003    0.00018003    0.00017627    0.00017157    0.00016123    0.00016029    0.00015935    0.00015465    0.00014995    0.00014995
    coh29:k=0.480067,b=0     0.00019059    0.00018963    0.00018771    0.00018291    0.00018003    0.00018003    0.00016946    0.00016562    0.00016082    0.00015986     0.0001589    0.00015314
    coh30:k=0.49007,b=0       0.0001975    0.00019456    0.00019064    0.00018966    0.00018868    0.00018378    0.00017103    0.00017005    0.00016907    0.00016319    0.00016025    0.00016025
    coh31:k=0.500072,b=0     0.00020153    0.00020053    0.00019953    0.00019653    0.00019153    0.00019053    0.00017953    0.00017553    0.00017052    0.00016952    0.00016752    0.00016152
    coh32:k=0.510074,b=0     0.00020964     0.0002076    0.00020352    0.00020046    0.00019944    0.00019638     0.0001821    0.00018006    0.00017904    0.00017292    0.00016985    0.00016985
    coh33:k=0.520077,b=0     0.00021583    0.00021167    0.00021063    0.00020959    0.00020439    0.00020023    0.00018983    0.00018567    0.00018047    0.00017943    0.00017631    0.00017007
    coh34:k=0.530079,b=0     0.00021998    0.00021998    0.00021786    0.00021256    0.00021044    0.00020938    0.00019348     0.0001903    0.00018924    0.00018182     0.0001797     0.0001797
    coh35:k=0.540082,b=0     0.00022953    0.00022629    0.00022089    0.00021981    0.00021765    0.00021225    0.00020037    0.00019605    0.00019065    0.00018957    0.00018525    0.00018093
    coh36:k=0.550084,b=0     0.00023379    0.00023049    0.00022938    0.00022608    0.00022058    0.00021948    0.00020408    0.00020078    0.00019968    0.00019198    0.00018978    0.00018868
    coh37:k=0.560086,b=0     0.00024028    0.00023916     0.0002358     0.0002302     0.0002302    0.00022459    0.00021003    0.00020779    0.00020107    0.00019995    0.00019547    0.00018987
    coh38:k=0.570089,b=0     0.00024913    0.00024457    0.00024001    0.00024001    0.00023431    0.00022975    0.00021606    0.00021036    0.00020922    0.00020238     0.0002001    0.00019782
    coh39:k=0.580091,b=0      0.0002535    0.00025002    0.00024886    0.00024422    0.00024074    0.00023842    0.00021985    0.00021869    0.00021057    0.00020941    0.00020477    0.00020013
    coh40:k=0.590093,b=0     0.00026023    0.00025905    0.00025315    0.00024961    0.00024843    0.00024135    0.00022719     0.0002201     0.0002201    0.00021302    0.00020948    0.00020712
    coh41:k=0.600096,b=0     0.00026824    0.00026344    0.00025984    0.00025744    0.00025144    0.00025024    0.00023104    0.00022984    0.00022144    0.00022024    0.00021543    0.00021063
    coh42:k=0.610098,b=0     0.00027271    0.00027027    0.00026783    0.00026173    0.00025929    0.00025441    0.00023977    0.00023123    0.00023001    0.00022391    0.00022025    0.00021781
    coh43:k=0.620101,b=0     0.00027967    0.00027843    0.00027222    0.00026974    0.00026602    0.00025982    0.00024122    0.00023998    0.00023254    0.00023006     0.0002251    0.00022014
    coh44:k=0.630103,b=0     0.00028796    0.00028292     0.0002804    0.00027662    0.00027031    0.00026905    0.00025015    0.00024385    0.00024007    0.00023503    0.00022999    0.00022747
    coh45:k=0.640105,b=0     0.00029253    0.00028997    0.00028613    0.00028101    0.00027973    0.00027204    0.00025412    0.00025028    0.00024516    0.00024004     0.0002362     0.0002298
    coh46:k=0.650108,b=0      0.0002997     0.0002971     0.0002919     0.0002893     0.0002841     0.0002802    0.00026069    0.00025549    0.00025029    0.00024509    0.00023989    0.00023729
    coh47:k=0.66011,b=0      0.00030827    0.00030167    0.00030035    0.00029507    0.00028979    0.00028583    0.00026602    0.00026074    0.00025678    0.00025018    0.00024622    0.00024094
    coh48:k=0.670113,b=0     0.00031294    0.00031026    0.00030624    0.00030088     0.0002982    0.00029016    0.00027006    0.00026737    0.00026067    0.00025665    0.00024995    0.00024861
    coh49:k=0.680115,b=0     0.00032033    0.00031761    0.00031081    0.00030945    0.00030129    0.00029993    0.00027953    0.00027001    0.00026729    0.00026048    0.00025776    0.00025096
    coh50:k=0.690117,b=0     0.00032781    0.00032228    0.00031952      0.000314    0.00030986    0.00030434    0.00028226     0.0002795    0.00027122    0.00026846    0.00026017    0.00025879
    coh5634:k=56.5435,b=0        48.191        47.791        47.391        46.891        46.291        45.591        40.791        38.994        36.976        34.579        31.942        28.808
    coh5635:k=56.5535,b=0        48.089         47.69         47.29        46.791        46.191        45.393        40.798        39.001        37.071        34.674        32.144        28.814
    coh5636:k=56.5635,b=0        48.098        47.698        47.298        46.799          46.2        45.456        40.806        39.007        37.054        34.768        32.327        28.819
    coh5637:k=56.5735,b=0        48.106        47.706        47.307        46.807        46.208        45.508        40.813        39.014        37.016        34.774        32.067        28.912
    coh5638:k=56.5835,b=0        48.115        47.715        47.315        46.816        46.216        45.517         40.82        39.021         36.99        34.789        31.627        29.159
    coh5639:k=56.5935,b=0        48.123        47.723        47.324        46.824        46.224        45.525        40.827        39.028        36.929        34.847        31.632        29.496
    coh5640:k=56.6035,b=0        48.132        47.732        47.332        46.832        46.232        45.533        40.834        39.035        36.945        34.537        31.638        29.775
    coh5641:k=56.6135,b=0         48.14         47.74         47.34         46.84        46.241        45.541        40.842        39.042         37.04        34.543        31.644        30.133
    coh5642:k=56.6235,b=0        48.149        47.749        47.349        46.849        46.249        45.549        40.849        39.135        37.049        34.549        31.821        28.778
    coh5643:k=56.6335,b=0        48.157        47.757        47.357        46.857        46.257        45.557        40.857        39.157        37.057        34.557        31.857        28.557
    coh5644:k=56.6435,b=0        48.166        47.766        47.366        46.866        46.266        45.566        40.866        39.166        37.066        34.566        31.866        28.566
    coh5645:k=56.6535,b=0        48.175        47.775        47.375        46.875        46.275        45.575        40.875        39.175        37.075        34.575        31.875        28.717
    coh5646:k=56.6635,b=0        48.184        47.784        47.384        46.884        46.284        45.584        40.884        39.184        37.084        34.501        31.717        28.804
    coh5647:k=56.6735,b=0        48.193        47.793        47.393        46.893        46.293        45.593        40.792        38.995        36.992        34.595        31.987        28.809
    coh5648:k=56.6835,b=0         48.09        47.691        47.291        46.792        46.193        45.394          40.8        39.002        37.086        34.689        32.174        28.814
    coh5649:k=56.6935,b=0        48.099        47.699          47.3          46.8        46.201        45.472        40.807        39.009        37.041        34.783        32.356        28.819
    coh5650:k=56.7035,b=0        48.107        47.708        47.308        46.809        46.209         45.51        40.814        39.015        37.017        34.761        31.955        28.941
    coh5651:k=56.7135,b=0        48.116        47.716        47.317        46.817        46.217        45.518        40.821        39.022        36.977        34.818        31.628        29.215
    coh5652:k=56.7235,b=0        48.124        47.725        47.325        46.825        46.225        45.526        40.828        39.029         36.93        34.793        31.633        29.538
    coh5653:k=56.7335,b=0        48.133        47.733        47.333        46.833        46.234        45.534        40.836        39.036        36.959        34.538        31.639         29.83
    coh5654:k=56.7436,b=0        48.141        47.741        47.342        46.842        46.242        45.542        40.843        39.054        37.043        34.544        31.666        29.973
    coh5655:k=56.7536,b=0         48.15         47.75         47.35         46.85         46.25         45.55         40.85        39.149         37.05         34.55        31.848        28.569
    coh5656:k=56.7636,b=0        48.159        47.759        47.359        46.859        46.259        45.559        40.859        39.159        37.059        34.559        31.859        28.559
    coh5657:k=56.7736,b=0        48.168        47.768        47.368        46.868        46.268        45.568        40.868        39.168        37.068        34.568        31.868        28.568
    coh5658:k=56.7836,b=0        48.176        47.776        47.376        46.876        46.276        45.576        40.876        39.176        37.076        34.576        31.876        28.727
    coh5659:k=56.7936,b=0        48.185        47.785        47.385        46.885        46.285        45.585        40.885        39.185        37.085        34.511        31.747        28.805
    coh5660:k=56.8036,b=0        48.194        47.794        47.394        46.894        46.294        45.594        40.793        38.996        37.002        34.605        32.012         28.81
    coh5661:k=56.8136,b=0        48.091        47.692        47.292        46.793        46.194        45.395          40.8        39.002        37.096        34.699        32.194        28.815
    coh5662:k=56.8236,b=0          48.1          47.7        47.301        46.801        46.202        45.482        40.807        39.009        37.032        34.793        32.375         28.82
    coh5663:k=56.8336,b=0        48.108        47.709        47.309        46.809         46.21        45.511        40.815        39.016        37.018        34.753        31.885        28.959
    coh5664:k=56.8436,b=0        48.117        47.717        47.317        46.818        46.218        45.519        40.822        39.023        36.969        34.836        31.628         29.25
    coh5665:k=56.8536,b=0        48.125        47.725        47.326        46.826        46.226        45.527        40.829         39.03        36.931         34.76        31.634        29.564
    coh5666:k=56.8636,b=0        48.134        47.734        47.334        46.834        46.234        45.535        40.836        39.037        36.968        34.538        31.639        29.864
    coh5667:k=56.8736,b=0        48.142        47.742        47.342        46.842        46.242        45.543        40.843        39.062        37.044        34.544        31.682        29.844
    coh5668:k=56.8836,b=0        48.151        47.751        47.351        46.851        46.251        45.551        40.851        39.151        37.051        34.551        31.851        28.551
    coh5669:k=56.8936,b=0        48.159        47.759        47.359        46.859        46.259        45.559        40.859        39.159        37.059        34.559        31.859        28.559
    coh5670:k=56.9036,b=0        48.168        47.768        47.368        46.868        46.268        45.568        40.868        39.168        37.068        34.568        31.868        28.568
    coh5671:k=56.9136,b=0        48.177        47.777        47.377        46.877        46.277        45.577        40.877        39.177        37.077        34.577        31.877        28.732
    coh5672:k=56.9236,b=0        48.186        47.786        47.386        46.886        46.286        45.586        40.886        39.186        37.086        34.586        31.761        28.805
    coh5673:k=56.9336,b=0        48.195        47.795        47.395        46.895        46.295        45.595        40.793        38.996        37.006         34.61        32.021         28.81
    coh5674:k=56.9436,b=0        48.092        47.692        47.293        46.793        46.194        45.395        40.801        39.003        37.101        34.703        32.202        28.815
    coh5675:k=56.9536,b=0          48.1        47.701        47.301        46.802        46.202        45.486        40.808         39.01        37.028        34.797        32.383         28.82
    coh5676:k=56.9636,b=0        48.109        47.709        47.309         46.81         46.21        45.511        40.815        39.016        37.018        34.749        31.855        28.967
    coh5677:k=56.9736,b=0        48.117        47.717        47.318        46.818        46.218        45.519        40.822        39.023        36.966        34.843        31.628        29.264
    coh5678:k=56.9836,b=0        48.126        47.726        47.326        46.826        46.227        45.527        40.829         39.03        36.931        34.747        31.634        29.574
    coh5679:k=56.9936,b=0        48.134        47.734        47.334        46.834        46.235        45.535        40.836        39.037        36.972        34.539        31.639        29.876
    coh5680:k=57.0036,b=0        48.142        47.743        47.343        46.843        46.243        45.543        40.844        39.066        37.044        34.545        31.688        29.798
    coh5681:k=57.0136,b=0        48.151        47.751        47.351        46.851        46.251        45.551        40.851        39.151        37.051        34.551        31.851        28.551
    coh5682:k=57.0236,b=0         48.16         47.76         47.36         46.86         46.26         45.56         40.86         39.16         37.06         34.56         31.86         28.56
    coh5683:k=57.0336,b=0        48.168        47.768        47.368        46.868        46.268        45.568        40.868        39.168        37.068        34.568        31.868        28.568

tb_pol_k
                             z1_0_34741    z2_0_40076    z3_0_4623    z4_0_5333    z5_0_61519    z6_0_70966    z10_1_2567    z11_1_4496    z12_1_6723    z13_1_9291    z14_2_2253    z15_2_567
                             __________    __________    _________    _________    __________    __________    __________    __________    __________    __________    __________    _________

    coh1:k=0.2,b=0             0.04016       0.04016      0.04016     0.041359      0.042158      0.042957      0.043756      0.043357      0.042957      0.042158      0.040959      0.04016 
    coh2:k=0.210002,b=0       0.047623      0.048882     0.049721     0.049721      0.049721      0.049721      0.049721      0.049721      0.049721      0.049721      0.049721     0.049721 
    coh3:k=0.220005,b=0       0.049891      0.049891     0.049891     0.049891      0.049891      0.049891      0.049891      0.049891      0.049891      0.049891      0.049891     0.049891 
    coh4:k=0.230007,b=0       0.053998      0.054917     0.055836     0.056295      0.056755      0.057215      0.055836      0.055376      0.053998      0.053079        0.0517     0.050321 
    coh5:k=0.24001,b=0        0.059703      0.059703     0.059703     0.060182      0.060182      0.060182      0.059703      0.059703      0.059703      0.059703      0.059703     0.059703 
    coh6:k=0.250012,b=0       0.061691      0.062191      0.06269      0.06269       0.06269       0.06269      0.060193      0.060193      0.060193      0.060193      0.060193     0.060193 
    coh7:k=0.260014,b=0       0.069874      0.069874     0.069874     0.069874      0.069874      0.069874      0.069874      0.068315      0.066757      0.065198       0.06312     0.061562 
    coh8:k=0.270017,b=0       0.070943      0.070943     0.070943     0.070404      0.070404      0.070404      0.069864      0.069864      0.069864      0.069864      0.069864     0.069864 
    coh9:k=0.280019,b=0       0.079726      0.079726     0.079726     0.079726      0.079726      0.079726       0.07469      0.073012      0.070774      0.070215      0.070215     0.070215 
    coh10:k=0.290022,b=0      0.080835      0.080256     0.080256     0.080256      0.080256      0.080256      0.079676      0.079676      0.079676      0.079097      0.076779     0.074461 
    coh11:k=0.300024,b=0      0.089617      0.089617     0.089617     0.089018      0.088419       0.08722      0.080626      0.080026      0.080026      0.080026      0.080026     0.080026 
    coh12:k=0.310026,b=0      0.090747      0.090127     0.090127     0.090127      0.090127      0.090127      0.089508      0.088269      0.086411      0.083314      0.080836     0.080217 
    coh13:k=0.320029,b=0      0.099429      0.099429     0.099429      0.09879      0.097511      0.096232      0.089838      0.089838      0.089838      0.089838      0.089838      0.08792 
    coh14:k=0.330031,b=0       0.10254       0.10122      0.10056     0.099899      0.099899      0.099899      0.097921      0.094624      0.091987      0.090008      0.090008     0.090008 
    coh15:k=0.340034,b=0       0.10972       0.10972      0.10972      0.10904         0.107       0.10497       0.10021       0.09953       0.09953      0.098851      0.095454     0.092736 
    coh16:k=0.350036,b=0       0.11365       0.11225      0.11085      0.11015       0.11015       0.11015       0.10526       0.10176       0.10036       0.10036       0.09966      0.09966 
    coh17:k=0.360038,b=0       0.11977       0.11977      0.11977      0.11905        0.1169       0.11474        0.1097        0.1097       0.10898       0.10539       0.10179      0.10035 
    coh18:k=0.370041,b=0       0.12532       0.12384      0.12236      0.12014       0.12014       0.12014       0.11349       0.11053       0.10979       0.10979       0.10979      0.10831 
    coh19:k=0.380043,b=0       0.13022       0.13022      0.12947      0.12947       0.12795       0.12491       0.11959       0.11959        0.1158         0.112       0.11048      0.10972 
    coh20:k=0.390046,b=0       0.13833       0.13599      0.13443      0.13131       0.13053       0.12976       0.12196        0.1204       0.11962       0.11962       0.11807      0.11417 
    coh21:k=0.400048,b=0       0.14028       0.14028      0.14028      0.13948       0.13868       0.13628       0.12989       0.12829       0.12349       0.12029       0.12029      0.11949 
    coh22:k=0.41005,b=0        0.14952        0.1487      0.14624      0.14296       0.14051       0.13969       0.13068       0.12986       0.12986       0.12904       0.12494      0.12084 
    coh23:k=0.420053,b=0       0.15317       0.15149      0.14981      0.14981       0.14981       0.14645       0.13974       0.13638       0.13218       0.13051       0.12967      0.12967 
    coh24:k=0.430055,b=0       0.16025       0.15939      0.15853      0.15509       0.15166       0.14994       0.14049       0.13963       0.13963       0.13705       0.13189      0.13018 
    coh25:k=0.440058,b=0       0.16662       0.16398      0.16134      0.16046       0.15958        0.1587       0.14991       0.14551       0.14024       0.14024       0.13936       0.1376 
    coh26:k=0.45006,b=0         0.1704        0.1704       0.1695       0.1677       0.16411       0.16051       0.15062       0.14972       0.14972       0.14522       0.14073      0.13983 
    coh27:k=0.460062,b=0        0.1797       0.17695      0.17419      0.17051       0.16959       0.16959       0.15948       0.15489       0.15029       0.15029       0.14937      0.14477 
    coh28:k=0.470065,b=0       0.18361       0.18079      0.17985      0.17985        0.1761        0.1714       0.16107       0.16013       0.15919        0.1545        0.1498       0.1498 
    coh29:k=0.480067,b=0        0.1904       0.18944      0.18752      0.18272       0.17985       0.17985       0.16929       0.16546       0.16066        0.1597       0.15874      0.15299 
    coh30:k=0.49007,b=0         0.1973       0.19436      0.19045      0.18947       0.18849       0.18359       0.17086       0.16988        0.1689       0.16303       0.16009      0.16009 
    coh31:k=0.500072,b=0       0.20133       0.20033      0.19933      0.19633       0.19134       0.19034       0.17935       0.17535       0.17035       0.16935       0.16736      0.16136 
    coh32:k=0.510074,b=0       0.20943       0.20739      0.20332      0.20026       0.19924       0.19618       0.18191       0.17988       0.17886       0.17274       0.16968      0.16968 
    coh33:k=0.520077,b=0       0.21562       0.21146      0.21042      0.20938       0.20419       0.20003       0.18964       0.18548       0.18029       0.17925       0.17613       0.1699 
    coh34:k=0.530079,b=0       0.21976       0.21976      0.21764      0.21235       0.21023       0.20917       0.19329       0.19011       0.18905       0.18164       0.17952      0.17952 
    coh35:k=0.540082,b=0       0.22931       0.22607      0.22067      0.21959       0.21744       0.21204       0.20017       0.19585       0.19046       0.18938       0.18506      0.18075 
    coh36:k=0.550084,b=0       0.23355       0.23025      0.22916      0.22586       0.22036       0.21926       0.20388       0.20058       0.19948       0.19179       0.18959      0.18849 
    coh37:k=0.560086,b=0       0.24004       0.23892      0.23556      0.22997       0.22997       0.22437       0.20982       0.20758       0.20087       0.19975       0.19527      0.18968 
    coh38:k=0.570089,b=0       0.24888       0.24432      0.23977      0.23977       0.23407       0.22952       0.21585       0.21015       0.20901       0.20218        0.1999      0.19762 
    coh39:k=0.580091,b=0       0.25325       0.24977      0.24861      0.24397        0.2405       0.23818       0.21963       0.21848       0.21036        0.2092       0.20457      0.19993 
    coh40:k=0.590093,b=0       0.25997       0.25879       0.2529      0.24936       0.24818       0.24111       0.22696       0.21988       0.21988       0.21281       0.20927      0.20692 
    coh41:k=0.600096,b=0       0.26797       0.26318      0.25958      0.25718       0.25119       0.24999       0.23081       0.22961       0.22121       0.22001       0.21522      0.21042 
    coh42:k=0.610098,b=0       0.27244          0.27      0.26757      0.26147       0.25903       0.25416       0.23953         0.231       0.22978       0.22368       0.22003      0.21759 
    coh43:k=0.620101,b=0       0.27939       0.27815      0.27195      0.26947       0.26576       0.25956       0.24098       0.23974       0.23231       0.22983       0.22487      0.21992 
    coh44:k=0.630103,b=0       0.28767       0.28263      0.28012      0.27634       0.27004       0.26878        0.2499       0.24361       0.23983       0.23479       0.22976      0.22724 
    coh45:k=0.640105,b=0       0.29224       0.28968      0.28584      0.28073       0.27945       0.27177       0.25387       0.25003       0.24492        0.2398       0.23596      0.22957 
    coh46:k=0.650108,b=0        0.2994        0.2968      0.29161      0.28901       0.28381       0.27992       0.26043       0.25524       0.25004       0.24485       0.23965      0.23705 
    coh47:k=0.66011,b=0        0.30796       0.30137      0.30005      0.29477        0.2895       0.28554       0.26576       0.26048       0.25653       0.24993       0.24597       0.2407 
    coh48:k=0.670113,b=0       0.31263       0.30995      0.30594      0.30058        0.2979       0.28987       0.26979       0.26711       0.26041        0.2564        0.2497      0.24836 
    coh49:k=0.680115,b=0       0.32001        0.3173       0.3105      0.30914       0.30099       0.29963       0.27925       0.26974       0.26702       0.26022       0.25751      0.25071 
    coh50:k=0.690117,b=0       0.32748       0.32196       0.3192      0.31369       0.30955       0.30404       0.28198       0.27922       0.27094       0.26819       0.25991      0.25854 
    coh5634:k=56.5435,b=0         1.85          2.25         2.65         3.15          3.75          4.45        9.1368        10.934        12.952        15.349        17.986        21.12 
    coh5635:k=56.5535,b=0       1.8477        2.2472       2.6466        3.146        3.7453        4.5442        9.1384        10.936        12.866        15.263        17.792       21.123 
    coh5636:k=56.5635,b=0        1.848        2.2476       2.6471       3.1466        3.7459        4.4892          9.14        10.938        12.892        15.178        17.619       21.127 
    coh5637:k=56.5735,b=0       1.8483        2.2479       2.6476       3.1471        3.7466        4.4459        9.1417         10.94        12.938         15.18        17.887       21.042 
    coh5638:k=56.5835,b=0       1.8486        2.2483       2.6481       3.1477        3.7472        4.4467        9.1433        10.942        12.973        15.174        18.337       20.805 
    coh5639:k=56.5935,b=0        1.849        2.2487       2.6485       3.1482        3.7479        4.4475        9.1449        10.944        13.043        15.125         18.34       20.476 
    coh5640:k=56.6035,b=0       1.8493        2.2491        2.649       3.1488        3.7486        4.4483        9.1465        10.946        13.036        15.444        18.343       20.206 
    coh5641:k=56.6135,b=0       1.8496        2.2495       2.6495       3.1494        3.7492        4.4491        9.1481        10.948         12.95        15.447        18.346       19.856 
    coh5642:k=56.6235,b=0       1.8499        2.2499       2.6499       3.1499        3.7499        4.4499        9.1497        10.864         12.95         15.45        18.178       21.221 
    coh5643:k=56.6335,b=0         1.85          2.25         2.65         3.15          3.75          4.45          9.15         10.85         12.95         15.45         18.15        21.45 
    coh5644:k=56.6435,b=0         1.85          2.25         2.65         3.15          3.75          4.45          9.15         10.85         12.95         15.45         18.15        21.45 
    coh5645:k=56.6535,b=0         1.85          2.25         2.65         3.15          3.75          4.45          9.15         10.85         12.95         15.45         18.15       21.195 
    coh5646:k=56.6635,b=0         1.85          2.25         2.65         3.15          3.75          4.45          9.15         10.85         12.95         15.42        18.203       21.116 
    coh5647:k=56.6735,b=0         1.85          2.25         2.65         3.15          3.75          4.45        9.1371        10.935        12.938        15.334        17.943        21.12 
    coh5648:k=56.6835,b=0       1.8477        2.2472       2.6467       3.1461        3.7454        4.5444        9.1387        10.936        12.852        15.249        17.764       21.124 
    coh5649:k=56.6935,b=0        1.848        2.2476       2.6472       3.1467         3.746        4.4751        9.1403        10.938        12.907        15.164        17.591       21.128 
    coh5650:k=56.7035,b=0       1.8484         2.248       2.6477       3.1472        3.7467        4.4461        9.1419         10.94        12.939        15.195            18       21.015 
    coh5651:k=56.7135,b=0       1.8487        2.2484       2.6481       3.1478        3.7473        4.4469        9.1435        10.942        12.987        15.146        18.337        20.75 
    coh5652:k=56.7235,b=0        1.849        2.2488       2.6486       3.1483         3.748        4.4476        9.1451        10.944        13.043         15.18         18.34       20.436 
    coh5653:k=56.7335,b=0       1.8493        2.2492       2.6491       3.1489        3.7487        4.4484        9.1468        10.946        13.023        15.445        18.343       20.152 
    coh5654:k=56.7436,b=0       1.8497        2.2496       2.6495       3.1494        3.7493        4.4492        9.1484        10.937        12.948        15.447        18.325       20.018 
    coh5655:k=56.7536,b=0         1.85          2.25         2.65         3.15          3.75          4.45          9.15        10.851         12.95         15.45        18.152       21.431 
    coh5656:k=56.7636,b=0         1.85          2.25         2.65         3.15          3.75          4.45          9.15         10.85         12.95         15.45         18.15        21.45 
    coh5657:k=56.7736,b=0         1.85          2.25         2.65         3.15          3.75          4.45          9.15         10.85         12.95         15.45         18.15        21.45 
    coh5658:k=56.7836,b=0         1.85          2.25         2.65         3.15          3.75          4.45          9.15         10.85         12.95         15.45         18.15       21.185 
    coh5659:k=56.7936,b=0         1.85          2.25         2.65         3.15          3.75          4.45          9.15         10.85         12.95         15.41        18.175       21.117 
    coh5660:k=56.8036,b=0         1.85          2.25         2.65         3.15          3.75          4.45        9.1373        10.935        12.928        15.325        17.918       21.121 
    coh5661:k=56.8136,b=0       1.8477        2.2473       2.6468       3.1462        3.7454        4.5445        9.1389        10.937        12.843         15.24        17.746       21.124 
    coh5662:k=56.8236,b=0       1.8481        2.2477       2.6472       3.1467        3.7461         4.466        9.1405        10.939        12.916        15.155        17.573       21.128 
    coh5663:k=56.8336,b=0       1.8484        2.2481       2.6477       3.1473        3.7468        4.4461        9.1421        10.941        12.939        15.204        18.072       20.997 
    coh5664:k=56.8436,b=0       1.8487        2.2484       2.6482       3.1478        3.7474        4.4469        9.1437        10.942        12.996        15.129        18.337       20.715 
    coh5665:k=56.8536,b=0        1.849        2.2488       2.6486       3.1484        3.7481        4.4477        9.1453        10.944        13.043        15.214        18.341        20.41 
    coh5666:k=56.8636,b=0       1.8494        2.2492       2.6491       3.1489        3.7487        4.4485        9.1469        10.946        13.015        15.445        18.344        20.12 
    coh5667:k=56.8736,b=0       1.8497        2.2496       2.6496       3.1495        3.7494        4.4493        9.1485        10.929        12.948        15.447        18.309       20.148 
    coh5668:k=56.8836,b=0         1.85          2.25         2.65         3.15          3.75          4.45          9.15         10.85         12.95         15.45         18.15        21.45 
    coh5669:k=56.8936,b=0         1.85          2.25         2.65         3.15          3.75          4.45          9.15         10.85         12.95         15.45         18.15        21.45 
    coh5670:k=56.9036,b=0         1.85          2.25         2.65         3.15          3.75          4.45          9.15         10.85         12.95         15.45         18.15        21.45 
    coh5671:k=56.9136,b=0         1.85          2.25         2.65         3.15          3.75          4.45          9.15         10.85         12.95         15.45         18.15       21.181 
    coh5672:k=56.9236,b=0         1.85          2.25         2.65         3.15          3.75          4.45          9.15         10.85         12.95         15.45        18.161       21.117 
    coh5673:k=56.9336,b=0         1.85          2.25         2.65         3.15          3.75          4.45        9.1373        10.935        12.924        15.321         17.91       21.121 
    coh5674:k=56.9436,b=0       1.8478        2.2473       2.6468       3.1462        3.7455        4.5445        9.1389        10.937        12.839        15.236        17.738       21.124 
    coh5675:k=56.9536,b=0       1.8481        2.2477       2.6473       3.1467        3.7461        4.4622        9.1405        10.939         12.92        15.151        17.565       21.128 
    coh5676:k=56.9636,b=0       1.8484        2.2481       2.6477       3.1473        3.7468        4.4462        9.1421        10.941        12.939        15.208        18.102        20.99 
    coh5677:k=56.9736,b=0       1.8487        2.2485       2.6482       3.1478        3.7474         4.447        9.1438        10.943            13        15.122        18.337       20.701 
    coh5678:k=56.9836,b=0       1.8491        2.2489       2.6487       3.1484        3.7481        4.4477        9.1454        10.944        13.043        15.228        18.341       20.401 
    coh5679:k=56.9936,b=0       1.8494        2.2493       2.6491        3.149        3.7488        4.4485         9.147        10.946        13.012        15.445        18.344       20.107 
    coh5680:k=57.0036,b=0       1.8497        2.2496       2.6496       3.1495        3.7494        4.4493        9.1486        10.927        12.948        15.448        18.304       20.194 
    coh5681:k=57.0136,b=0         1.85          2.25         2.65         3.15          3.75          4.45          9.15         10.85         12.95         15.45         18.15        21.45 
    coh5682:k=57.0236,b=0         1.85          2.25         2.65         3.15          3.75          4.45          9.15         10.85         12.95         15.45         18.15        21.45 
    coh5683:k=57.0336,b=0         1.85          2.25         2.65         3.15          3.75          4.45          9.15         10.85         12.95         15.45         18.15        21.45 

tb_pol_w
                             z1_0_34741    z2_0_40076    z3_0_4623    z4_0_5333    z5_0_61519    z6_0_70966    z10_1_2567    z11_1_4496    z12_1_6723    z13_1_9291    z14_2_2253    z15_2_567
                             __________    __________    _________    _________    __________    __________    __________    __________    __________    __________    __________    _________

    coh1:k=0.2,b=0              0.0402        0.0402       0.0402       0.0414        0.0422         0.043        0.0438        0.0434         0.043        0.0422         0.041       0.0402 
    coh2:k=0.210002,b=0       0.047671      0.048931     0.049771     0.049771      0.049771      0.049771      0.049771      0.049771      0.049771      0.049771      0.049771     0.049771 
    coh3:k=0.220005,b=0       0.049941      0.049941     0.049941     0.049941      0.049941      0.049941      0.049941      0.049941      0.049941      0.049941      0.049941     0.049941 
    coh4:k=0.230007,b=0       0.054052      0.054972     0.055892     0.056352      0.056812      0.057272      0.055892      0.055432      0.054052      0.053132      0.051752     0.050372 
    coh5:k=0.24001,b=0        0.059762      0.059762     0.059762     0.060242      0.060242      0.060242      0.059762      0.059762      0.059762      0.059762      0.059762     0.059762 
    coh6:k=0.250012,b=0       0.061753      0.062253     0.062753     0.062753      0.062753      0.062753      0.060253      0.060253      0.060253      0.060253      0.060253     0.060253 
    coh7:k=0.260014,b=0       0.069944      0.069944     0.069944     0.069944      0.069944      0.069944      0.069944      0.068384      0.066824      0.065264      0.063183     0.061623 
    coh8:k=0.270017,b=0       0.071014      0.071014     0.071014     0.070474      0.070474      0.070474      0.069934      0.069934      0.069934      0.069934      0.069934     0.069934 
    coh9:k=0.280019,b=0       0.079805      0.079805     0.079805     0.079805      0.079805      0.079805      0.074765      0.073085      0.070845      0.070285      0.070285     0.070285 
    coh10:k=0.290022,b=0      0.080916      0.080336     0.080336     0.080336      0.080336      0.080336      0.079756      0.079756      0.079756      0.079176      0.076856     0.074536 
    coh11:k=0.300024,b=0      0.089707      0.089707     0.089707     0.089107      0.088507      0.087307      0.080706      0.080106      0.080106      0.080106      0.080106     0.080106 
    coh12:k=0.310026,b=0      0.090838      0.090218     0.090218     0.090218      0.090218      0.090218      0.089598      0.088358      0.086497      0.083397      0.080917     0.080297 
    coh13:k=0.320029,b=0      0.099529      0.099529     0.099529     0.098889      0.097609      0.096329      0.089928      0.089928      0.089928      0.089928      0.089928     0.088008 
    coh14:k=0.330031,b=0       0.10264       0.10132      0.10066     0.099999      0.099999      0.099999      0.098019      0.094719      0.092079      0.090099      0.090099     0.090099 
    coh15:k=0.340034,b=0       0.10983       0.10983      0.10983      0.10915       0.10711       0.10507       0.10031       0.09963       0.09963       0.09895      0.095549     0.092829 
    coh16:k=0.350036,b=0       0.11376       0.11236      0.11096      0.11026       0.11026       0.11026       0.10536       0.10186       0.10046       0.10046       0.09976      0.09976 
    coh17:k=0.360038,b=0       0.11989       0.11989      0.11989      0.11917       0.11701       0.11485       0.10981       0.10981       0.10909       0.10549       0.10189      0.10045 
    coh18:k=0.370041,b=0       0.12544       0.12396      0.12248      0.12026       0.12026       0.12026        0.1136       0.11064        0.1099        0.1099        0.1099      0.10842 
    coh19:k=0.380043,b=0       0.13035       0.13035      0.12959      0.12959       0.12807       0.12503       0.11971       0.11971       0.11591       0.11211       0.11059      0.10983 
    coh20:k=0.390046,b=0       0.13847       0.13613      0.13457      0.13145       0.13067       0.12989       0.12208       0.12052       0.11974       0.11974       0.11818      0.11428 
    coh21:k=0.400048,b=0       0.14042       0.14042      0.14042      0.13962       0.13882       0.13642       0.13002       0.12842       0.12361       0.12041       0.12041      0.11961 
    coh22:k=0.41005,b=0        0.14967       0.14885      0.14639      0.14311       0.14065       0.13983       0.13081       0.12999       0.12999       0.12917       0.12507      0.12096 
    coh23:k=0.420053,b=0       0.15332       0.15164      0.14996      0.14996       0.14996        0.1466       0.13988       0.13652       0.13232       0.13064        0.1298       0.1298 
    coh24:k=0.430055,b=0       0.16041       0.15955      0.15869      0.15525       0.15181       0.15009       0.14063       0.13977       0.13977       0.13719       0.13203      0.13031 
    coh25:k=0.440058,b=0       0.16678       0.16414       0.1615      0.16062       0.15974       0.15886       0.15006       0.14566       0.14038       0.14038        0.1395      0.13774 
    coh26:k=0.45006,b=0        0.17057       0.17057      0.16967      0.16787       0.16427       0.16067       0.15077       0.14987       0.14987       0.14537       0.14087      0.13997 
    coh27:k=0.460062,b=0       0.17988       0.17712      0.17436      0.17068       0.16976       0.16976       0.15964       0.15504       0.15044       0.15044       0.14952      0.14492 
    coh28:k=0.470065,b=0        0.1838       0.18097      0.18003      0.18003       0.17627       0.17157       0.16123       0.16029       0.15935       0.15465       0.14995      0.14995 
    coh29:k=0.480067,b=0       0.19059       0.18963      0.18771      0.18291       0.18003       0.18003       0.16946       0.16562       0.16082       0.15986        0.1589      0.15314 
    coh30:k=0.49007,b=0         0.1975       0.19456      0.19064      0.18966       0.18868       0.18378       0.17103       0.17005       0.16907       0.16319       0.16025      0.16025 
    coh31:k=0.500072,b=0       0.20153       0.20053      0.19953      0.19653       0.19153       0.19053       0.17953       0.17553       0.17052       0.16952       0.16752      0.16152 
    coh32:k=0.510074,b=0       0.20964        0.2076      0.20352      0.20046       0.19944       0.19638        0.1821       0.18006       0.17904       0.17292       0.16985      0.16985 
    coh33:k=0.520077,b=0       0.21583       0.21167      0.21063      0.20959       0.20439       0.20023       0.18983       0.18567       0.18047       0.17943       0.17631      0.17007 
    coh34:k=0.530079,b=0       0.21998       0.21998      0.21786      0.21256       0.21044       0.20938       0.19348        0.1903       0.18924       0.18182        0.1797       0.1797 
    coh35:k=0.540082,b=0       0.22953       0.22629      0.22089      0.21981       0.21765       0.21225       0.20037       0.19605       0.19065       0.18957       0.18525      0.18093 
    coh36:k=0.550084,b=0       0.23379       0.23049      0.22938      0.22608       0.22058       0.21948       0.20408       0.20078       0.19968       0.19198       0.18978      0.18868 
    coh37:k=0.560086,b=0       0.24028       0.23916       0.2358       0.2302        0.2302       0.22459       0.21003       0.20779       0.20107       0.19995       0.19547      0.18987 
    coh38:k=0.570089,b=0       0.24913       0.24457      0.24001      0.24001       0.23431       0.22975       0.21606       0.21036       0.20922       0.20238        0.2001      0.19782 
    coh39:k=0.580091,b=0        0.2535       0.25002      0.24886      0.24422       0.24074       0.23842       0.21985       0.21869       0.21057       0.20941       0.20477      0.20013 
    coh40:k=0.590093,b=0       0.26023       0.25905      0.25315      0.24961       0.24843       0.24135       0.22719        0.2201        0.2201       0.21302       0.20948      0.20712 
    coh41:k=0.600096,b=0       0.26824       0.26344      0.25984      0.25744       0.25144       0.25024       0.23104       0.22984       0.22144       0.22024       0.21543      0.21063 
    coh42:k=0.610098,b=0       0.27271       0.27027      0.26783      0.26173       0.25929       0.25441       0.23977       0.23123       0.23001       0.22391       0.22025      0.21781 
    coh43:k=0.620101,b=0       0.27967       0.27843      0.27222      0.26974       0.26602       0.25982       0.24122       0.23998       0.23254       0.23006        0.2251      0.22014 
    coh44:k=0.630103,b=0       0.28796       0.28292       0.2804      0.27662       0.27031       0.26905       0.25015       0.24385       0.24007       0.23503       0.22999      0.22747 
    coh45:k=0.640105,b=0       0.29253       0.28997      0.28613      0.28101       0.27973       0.27204       0.25412       0.25028       0.24516       0.24004        0.2362       0.2298 
    coh46:k=0.650108,b=0        0.2997        0.2971       0.2919       0.2893        0.2841        0.2802       0.26069       0.25549       0.25029       0.24509       0.23989      0.23729 
    coh47:k=0.66011,b=0        0.30827       0.30167      0.30035      0.29507       0.28979       0.28583       0.26602       0.26074       0.25678       0.25018       0.24622      0.24094 
    coh48:k=0.670113,b=0       0.31294       0.31026      0.30624      0.30088        0.2982       0.29016       0.27006       0.26737       0.26067       0.25665       0.24995      0.24861 
    coh49:k=0.680115,b=0       0.32033       0.31761      0.31081      0.30945       0.30129       0.29993       0.27953       0.27001       0.26729       0.26048       0.25776      0.25096 
    coh50:k=0.690117,b=0       0.32781       0.32228      0.31952        0.314       0.30986       0.30434       0.28226        0.2795       0.27122       0.26846       0.26017      0.25879 
    coh5634:k=56.5435,b=0       50.041        50.041       50.041       50.041        50.041        50.041        49.928        49.928        49.928        49.928        49.928       49.928 
    coh5635:k=56.5535,b=0       49.937        49.937       49.937       49.937        49.937        49.937        49.937        49.937        49.937        49.937        49.937       49.937 
    coh5636:k=56.5635,b=0       49.946        49.946       49.946       49.946        49.946        49.946        49.946        49.946        49.946        49.946        49.946       49.946 
    coh5637:k=56.5735,b=0       49.954        49.954       49.954       49.954        49.954        49.954        49.954        49.954        49.954        49.954        49.954       49.954 
    coh5638:k=56.5835,b=0       49.963        49.963       49.963       49.963        49.963        49.963        49.963        49.963        49.963        49.963        49.963       49.963 
    coh5639:k=56.5935,b=0       49.972        49.972       49.972       49.972        49.972        49.972        49.972        49.972        49.972        49.972        49.972       49.972 
    coh5640:k=56.6035,b=0       49.981        49.981       49.981       49.981        49.981        49.981        49.981        49.981        49.981        49.981        49.981       49.981 
    coh5641:k=56.6135,b=0        49.99         49.99        49.99        49.99         49.99         49.99         49.99         49.99         49.99         49.99         49.99        49.99 
    coh5642:k=56.6235,b=0       49.999        49.999       49.999       49.999        49.999        49.999        49.999        49.999        49.999        49.999        49.999       49.999 
    coh5643:k=56.6335,b=0       50.007        50.007       50.007       50.007        50.007        50.007        50.007        50.007        50.007        50.007        50.007       50.007 
    coh5644:k=56.6435,b=0       50.016        50.016       50.016       50.016        50.016        50.016        50.016        50.016        50.016        50.016        50.016       50.016 
    coh5645:k=56.6535,b=0       50.025        50.025       50.025       50.025        50.025        50.025        50.025        50.025        50.025        50.025        50.025       49.912 
    coh5646:k=56.6635,b=0       50.034        50.034       50.034       50.034        50.034        50.034        50.034        50.034        50.034        49.921        49.921       49.921 
    coh5647:k=56.6735,b=0       50.043        50.043       50.043       50.043        50.043        50.043        49.929        49.929        49.929        49.929        49.929       49.929 
    coh5648:k=56.6835,b=0       49.938        49.938       49.938       49.938        49.938        49.938        49.938        49.938        49.938        49.938        49.938       49.938 
    coh5649:k=56.6935,b=0       49.947        49.947       49.947       49.947        49.947        49.947        49.947        49.947        49.947        49.947        49.947       49.947 
    coh5650:k=56.7035,b=0       49.956        49.956       49.956       49.956        49.956        49.956        49.956        49.956        49.956        49.956        49.956       49.956 
    coh5651:k=56.7135,b=0       49.965        49.965       49.965       49.965        49.965        49.965        49.965        49.965        49.965        49.965        49.965       49.965 
    coh5652:k=56.7235,b=0       49.973        49.973       49.973       49.973        49.973        49.973        49.973        49.973        49.973        49.973        49.973       49.973 
    coh5653:k=56.7335,b=0       49.982        49.982       49.982       49.982        49.982        49.982        49.982        49.982        49.982        49.982        49.982       49.982 
    coh5654:k=56.7436,b=0       49.991        49.991       49.991       49.991        49.991        49.991        49.991        49.991        49.991        49.991        49.991       49.991 
    coh5655:k=56.7536,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh5656:k=56.7636,b=0       50.009        50.009       50.009       50.009        50.009        50.009        50.009        50.009        50.009        50.009        50.009       50.009 
    coh5657:k=56.7736,b=0       50.018        50.018       50.018       50.018        50.018        50.018        50.018        50.018        50.018        50.018        50.018       50.018 
    coh5658:k=56.7836,b=0       50.026        50.026       50.026       50.026        50.026        50.026        50.026        50.026        50.026        50.026        50.026       49.913 
    coh5659:k=56.7936,b=0       50.035        50.035       50.035       50.035        50.035        50.035        50.035        50.035        50.035        49.922        49.922       49.922 
    coh5660:k=56.8036,b=0       50.044        50.044       50.044       50.044        50.044        50.044         49.93         49.93         49.93         49.93         49.93        49.93 
    coh5661:k=56.8136,b=0       49.939        49.939       49.939       49.939        49.939        49.939        49.939        49.939        49.939        49.939        49.939       49.939 
    coh5662:k=56.8236,b=0       49.948        49.948       49.948       49.948        49.948        49.948        49.948        49.948        49.948        49.948        49.948       49.948 
    coh5663:k=56.8336,b=0       49.957        49.957       49.957       49.957        49.957        49.957        49.957        49.957        49.957        49.957        49.957       49.957 
    coh5664:k=56.8436,b=0       49.966        49.966       49.966       49.966        49.966        49.966        49.966        49.966        49.966        49.966        49.966       49.966 
    coh5665:k=56.8536,b=0       49.974        49.974       49.974       49.974        49.974        49.974        49.974        49.974        49.974        49.974        49.974       49.974 
    coh5666:k=56.8636,b=0       49.983        49.983       49.983       49.983        49.983        49.983        49.983        49.983        49.983        49.983        49.983       49.983 
    coh5667:k=56.8736,b=0       49.992        49.992       49.992       49.992        49.992        49.992        49.992        49.992        49.992        49.992        49.992       49.992 
    coh5668:k=56.8836,b=0       50.001        50.001       50.001       50.001        50.001        50.001        50.001        50.001        50.001        50.001        50.001       50.001 
    coh5669:k=56.8936,b=0       50.009        50.009       50.009       50.009        50.009        50.009        50.009        50.009        50.009        50.009        50.009       50.009 
    coh5670:k=56.9036,b=0       50.018        50.018       50.018       50.018        50.018        50.018        50.018        50.018        50.018        50.018        50.018       50.018 
    coh5671:k=56.9136,b=0       50.027        50.027       50.027       50.027        50.027        50.027        50.027        50.027        50.027        50.027        50.027       49.913 
    coh5672:k=56.9236,b=0       50.036        50.036       50.036       50.036        50.036        50.036        50.036        50.036        50.036        50.036        49.922       49.922 
    coh5673:k=56.9336,b=0       50.045        50.045       50.045       50.045        50.045        50.045        49.931        49.931        49.931        49.931        49.931       49.931 
    coh5674:k=56.9436,b=0        49.94         49.94        49.94        49.94         49.94         49.94         49.94         49.94         49.94         49.94         49.94        49.94 
    coh5675:k=56.9536,b=0       49.948        49.948       49.948       49.948        49.948        49.948        49.948        49.948        49.948        49.948        49.948       49.948 
    coh5676:k=56.9636,b=0       49.957        49.957       49.957       49.957        49.957        49.957        49.957        49.957        49.957        49.957        49.957       49.957 
    coh5677:k=56.9736,b=0       49.966        49.966       49.966       49.966        49.966        49.966        49.966        49.966        49.966        49.966        49.966       49.966 
    coh5678:k=56.9836,b=0       49.975        49.975       49.975       49.975        49.975        49.975        49.975        49.975        49.975        49.975        49.975       49.975 
    coh5679:k=56.9936,b=0       49.983        49.983       49.983       49.983        49.983        49.983        49.983        49.983        49.983        49.983        49.983       49.983 
    coh5680:k=57.0036,b=0       49.992        49.992       49.992       49.992        49.992        49.992        49.992        49.992        49.992        49.992        49.992       49.992 
    coh5681:k=57.0136,b=0       50.001        50.001       50.001       50.001        50.001        50.001        50.001        50.001        50.001        50.001        50.001       50.001 
    coh5682:k=57.0236,b=0        50.01         50.01        50.01        50.01         50.01         50.01         50.01         50.01         50.01         50.01         50.01        50.01 
    coh5683:k=57.0336,b=0       50.018        50.018       50.018       50.018        50.018        50.018        50.018        50.018        50.018        50.018        50.018       50.018 

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fl_y_min = 1
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Warning: Ignoring extra legend entries. 
Elapsed time is 143.791016 seconds.
Warning: Directory already exists. 
valgap = norm(mt_val - mt_val_cur)
polgap = norm(mt_pol_a - mt_pol_a_cur)
z1 = z1 perc change: sum((mt_pol_a ~= mt_pol_a_cur))/(it_ameshk_n)
                 valgap      polgap        z1           z2           z3            z4           z5           z6            z7           z8           z9          z10          z11           z12           z13           z14           z15    
                ________    ________    _________    _________    _________    __________    _________    _________    __________    _________    _________    ________    __________    __________    __________    __________    __________

    iter=1         454.7      592.56            1            1            1             1            1            1             1            1            1           1             1             1             1             1             1
    iter=2           356      5184.2            1            1            1             1            1            1             1            1            1           1             1             1             1             1             1
    iter=3        301.54      1723.6            1      0.99938            1             1      0.99991      0.99991       0.99982      0.99982            1           1             1       0.99965       0.99947             1             1
    iter=4        262.49       842.8            1      0.99859      0.99965       0.99982            1      0.99991             1      0.99991            1           1       0.99991       0.99903       0.99982             1        0.9993
    iter=5        232.11      499.52            1            1            1             1      0.99991            1       0.99982      0.99991            1           1       0.99991       0.99974       0.99982       0.99956       0.99938
    iter=6        207.41      329.64            1      0.99965            1             1            1            1       0.99982            1      0.99965     0.99982       0.99991       0.99982             1       0.99965       0.99938
    iter=7        186.77      232.82      0.99974            1      0.99947       0.99815      0.99947            1             1      0.99991      0.99991     0.99991       0.99982       0.99947       0.99974       0.99938       0.99965
    iter=8        169.16      172.55      0.99912      0.99842      0.99965       0.99982            1      0.99982       0.99974      0.99965      0.99982     0.99965       0.99982       0.99982       0.99982       0.99965             1
    iter=9        153.93      132.32       0.9993      0.99894      0.99859        0.9993      0.99938      0.99965       0.99947      0.99965      0.99921     0.99938       0.99956       0.99974       0.99947       0.99974       0.99938
    iter=10       140.59       104.2      0.99754      0.99754      0.99842       0.99894      0.99815      0.99868       0.99736      0.99877      0.99639     0.99921        0.9993        0.9993        0.9985       0.99938       0.99921
    iter=11       128.81      83.754       0.9956      0.99578      0.99578       0.99666      0.99586      0.99727       0.99754      0.99771      0.99806     0.99824       0.99833       0.99806       0.99877       0.99894       0.99868
    iter=12       118.33      68.533      0.99296      0.99331      0.99305       0.99507      0.99507      0.99525       0.99516      0.99657       0.9963     0.99551       0.99639       0.99666       0.99736       0.99754       0.99736
    iter=13       108.94      56.735      0.98311      0.98381      0.98663       0.98821      0.99032      0.99191       0.99323      0.99173      0.99437     0.99499       0.99472       0.99578       0.99507       0.99499       0.99648
    iter=14       100.48      47.355      0.96182      0.96463      0.96622       0.97202      0.97396      0.97906       0.98381      0.98592      0.98874     0.98927       0.99217       0.99191       0.99252       0.99287       0.99358
    iter=15       92.841      39.899      0.92293      0.92961      0.93366       0.94035      0.94545      0.95284       0.95759      0.96657      0.97317     0.97897       0.98223       0.98724        0.9883       0.99173       0.99032
    iter=16       85.904      33.736      0.87718      0.88158      0.88809       0.89935       0.9078      0.91958       0.92645      0.93331      0.94149     0.95231       0.96094       0.96797       0.97862       0.98029       0.98707
    iter=17       79.587      29.047      0.81348       0.8214      0.83248       0.84286      0.85448      0.86521       0.87542      0.88941      0.90102     0.91325       0.92398       0.93745       0.94976       0.96314       0.97017
    iter=18        73.82      24.876      0.74433       0.7489      0.76351       0.77248      0.79236      0.80169       0.81753      0.83706      0.85536     0.86908       0.88518       0.90296       0.91791       0.93146       0.94589
    iter=19       68.541      21.571      0.63611      0.65036      0.66338       0.68203      0.69629      0.72391       0.73834      0.76746      0.78638     0.81119       0.83583       0.85615       0.87524       0.89988       0.91334
    iter=20       63.699      18.848      0.53686      0.54549      0.56731       0.57628      0.59828      0.61464       0.63576      0.66039      0.68309     0.73306       0.74371       0.78796        0.8177       0.84454       0.87287
    iter=21        59.25      16.532      0.44853      0.46982       0.4795       0.48636      0.51452      0.52472        0.5476      0.55939      0.58701     0.63294       0.65247       0.68986       0.71925       0.75629       0.79342
    iter=22       55.154      14.769      0.39486      0.40102      0.40348       0.42178      0.42794      0.45381       0.46507      0.49287      0.50845     0.54065       0.57179       0.60883       0.63963       0.67068       0.70306
    iter=23       51.377      12.968      0.32412      0.33152      0.35333       0.35703      0.37163      0.39099       0.40243      0.41835      0.44695     0.47035       0.49745       0.53229       0.55895       0.59106       0.61429
    iter=24       47.891      11.698       0.2833      0.29263      0.29368       0.31005      0.31761      0.32993       0.34894      0.36284      0.39275      0.4063       0.43604       0.46586       0.48636        0.5139       0.53563
    iter=25       44.669      10.608      0.23579      0.24019      0.25708       0.25955      0.27116      0.29034       0.30125      0.31902      0.33398     0.35105       0.39011       0.40577       0.43005       0.46032       0.48249
    iter=26       41.687      9.2602      0.20535      0.20746      0.21045       0.23122      0.22946      0.24512       0.25655      0.27169      0.28823     0.31198       0.33847       0.35527       0.37709       0.39442       0.41325
    iter=27       38.925      8.5342      0.17244      0.18159      0.18423       0.18564      0.20412      0.20421       0.22365      0.23157      0.25392     0.27142       0.29078       0.31594       0.34225       0.36266        0.3799
    iter=28       36.364      8.9182      0.14499      0.14992      0.16259       0.16224      0.17121       0.1918       0.19409      0.20676      0.21995     0.23262       0.26201       0.27213        0.2914       0.31902       0.32694
    iter=29       33.987      6.7294      0.13127      0.12476      0.13461       0.14271      0.14218      0.15238       0.16294       0.1742      0.18802      0.2138       0.22154       0.23632       0.26025       0.26465        0.2862
    iter=30        31.78      6.9922      0.10734      0.11719      0.11297        0.1186      0.12916      0.14183        0.1493      0.15379      0.16576     0.18036       0.19215       0.21168       0.22875       0.25453       0.25392
    iter=31       29.728      6.1132     0.092029     0.095196     0.097484       0.10241      0.11262      0.11068       0.12141      0.12634      0.14605     0.14869       0.16787       0.18107       0.19875       0.21512       0.22259
    iter=32       27.819      5.7258      0.07496     0.083055     0.085694      0.090093     0.093261      0.10118       0.10223       0.1135      0.12018     0.13408       0.14587       0.16681       0.17332       0.19286       0.19585
    iter=33       26.042      4.6362     0.064755     0.068978     0.074257      0.076896     0.076544     0.084638      0.088862     0.099947        0.101     0.11754       0.12529       0.12898       0.14816        0.1545       0.17473
    iter=34       24.386      4.3477     0.059124     0.054549     0.060883       0.06581      0.06581     0.080063        0.0776     0.084638     0.094844     0.10135       0.11314       0.12265       0.14183       0.14394       0.14623
    iter=35       22.844      4.7245     0.050501     0.050326     0.051557      0.055077     0.053493     0.060531       0.06933     0.067218     0.080063    0.086046      0.095372       0.11191       0.12405       0.12881       0.13971
    iter=36       21.405       3.914     0.041879     0.042583     0.043111      0.046278     0.049446     0.053845      0.058068     0.059828     0.065986    0.070913      0.080767      0.094668      0.097484       0.11156         0.123
    iter=37       20.062      6.7286     0.035545     0.039768     0.035897      0.039768     0.043815     0.043111      0.046982     0.051029      0.05754    0.062643      0.071617      0.081295      0.086222       0.10241       0.10857
    iter=38       18.808      3.4774     0.028858     0.030618     0.031497      0.034137     0.035369     0.037304      0.040999     0.043991     0.055077    0.052085      0.061939      0.063699      0.076192      0.089917      0.090621
    iter=39       17.637      4.4161     0.024107     0.026043     0.027802      0.027626     0.028858     0.040296      0.033961     0.040648     0.047158    0.046806      0.054549      0.058772      0.062643      0.070033      0.077952
    iter=40       16.543      2.3543     0.020236     0.021116     0.021292      0.023931     0.025515     0.026395      0.031497     0.035369     0.033785    0.042055      0.046806      0.048038      0.054373      0.062291      0.061235
    iter=41       15.519      2.8211     0.016892     0.017596     0.020236      0.018652     0.022699     0.022699      0.027802     0.027978     0.032377    0.040648      0.043287      0.045223      0.047862      0.049974      0.055253
    iter=42       14.562      1.9154     0.013901     0.015661     0.015837      0.017068     0.020236     0.021468      0.021995     0.024811     0.025163    0.029562      0.032905      0.038712      0.040999      0.046278      0.048214
    iter=43       13.666       1.761     0.013373     0.012317     0.015133      0.013373     0.013901     0.017596       0.02094     0.019356     0.021995    0.028858      0.027098       0.03009      0.037656      0.038888      0.039944
    iter=44       12.827      2.2207    0.0084462     0.011086     0.012669      0.013021     0.013197     0.016541      0.013373     0.017948     0.019356    0.022347      0.024811      0.026922      0.032553      0.034313      0.036072
    iter=45       12.042      3.0156    0.0082703    0.0089741    0.0089741     0.0087982     0.012141     0.010734      0.013549     0.015485     0.015309      0.0183      0.019356      0.025867      0.032377      0.028506      0.032377
    iter=46       11.306      1.5272    0.0070385    0.0086222    0.0082703     0.0073905    0.0080943      0.01003      0.012845     0.012493     0.012845    0.014957      0.016717      0.018476      0.024635      0.027098      0.024635
    iter=47       10.616      1.4335    0.0065106    0.0063347    0.0072145     0.0065106    0.0061587    0.0087982     0.0087982     0.012845     0.012141    0.014253      0.013549      0.020676      0.018652      0.023403      0.020236
    iter=48       9.9694      1.2091    0.0054549     0.004751    0.0059828     0.0065106    0.0070385    0.0077424     0.0079184    0.0086222     0.010558    0.011262      0.015309      0.015309      0.018476      0.016365      0.018476
    iter=49       9.3633      1.3556    0.0054549    0.0043991    0.0068626      0.004575    0.0054549     0.004927     0.0059828    0.0070385    0.0080943    0.012141      0.010206      0.012317      0.019356      0.017244      0.015485
    iter=50       8.7947      1.6685    0.0036952    0.0040472    0.0036952     0.0035193     0.004575    0.0059828     0.0059828    0.0075664    0.0061587    0.009678      0.009678      0.013021      0.013021      0.017156      0.014957
    iter=82        1.207    0.093422            0            0            0             0            0            0    0.00017596            0            0           0             0             0             0             0             0
    iter=83       1.1346    0.048071            0            0            0             0            0            0             0            0            0           0             0    0.00017596             0             0             0
    iter=84       1.0665           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=85       1.0025    0.092818            0            0            0             0            0            0             0            0            0           0             0    0.00017596             0    0.00017596             0
    iter=86      0.94233    0.032747            0            0            0             0            0            0             0            0            0           0             0             0             0             0    0.00017596
    iter=87      0.88579     0.23088            0            0            0             0            0            0             0            0            0           0             0             0    0.00017596             0    0.00052789
    iter=88      0.83263           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=89      0.78267           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=90       0.7357     0.10532            0            0            0             0            0            0             0            0            0           0    0.00017596             0             0             0             0
    iter=91      0.69156           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=92      0.65006           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=93      0.61106    0.099043            0            0            0    0.00017596            0            0             0            0            0           0             0             0             0             0             0
    iter=94      0.57439           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=95      0.53993           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=96      0.50753           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=97      0.47708           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=98      0.44845           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=99      0.42154           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=100     0.39625           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=101     0.37247           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=102     0.35012           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=103     0.32912           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=104     0.30937           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=105     0.29081     0.11131            0            0            0             0            0            0             0            0            0           0             0             0    0.00017596             0             0
    iter=106     0.27336           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=107     0.25696           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=108     0.24154           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=109     0.22705           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=110     0.21342           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=111     0.20062           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=112     0.18858           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=113     0.17727           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=114     0.16663           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=115     0.15663           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=116     0.14723           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=117      0.1384           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=118      0.1301           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=119     0.12229           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=120     0.11495           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=121     0.10806           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=122     0.10157           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=123    0.095478           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=124    0.089749           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=125    0.084364           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=126    0.079303           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=127    0.074544           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=128    0.070072           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=129    0.065867           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=130    0.061915           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0
    iter=131      0.0582           0            0            0            0             0            0            0             0            0            0           0             0             0             0             0             0

tb_val
                             z1_0_34741    z2_0_40076    z3_0_4623    z4_0_5333    z5_0_61519    z6_0_70966    z10_1_2567    z11_1_4496    z12_1_6723    z13_1_9291    z14_2_2253    z15_2_567
                             __________    __________    _________    _________    __________    __________    __________    __________    __________    __________    __________    _________

    coh1:k=1,b=0               7.1792        7.3142       7.4677       7.6343        7.8116         7.999        8.8475        9.0841        9.3291        9.5804        9.8312       10.068  
    coh2:k=1.01,b=0            7.1923        7.3275       7.4811       7.6479        7.8254        8.0129        8.8622        9.0988         9.344        9.5953        9.8463       10.083  
    coh3:k=1.02,b=0            7.2052        7.3406       7.4944       7.6613         7.839        8.0267        8.8766        9.1134        9.3587        9.6102        9.8613       10.098  
    coh4:k=1.03001,b=0         7.2181        7.3537       7.5076       7.6747        7.8525        8.0404        8.8909        9.1278        9.3732        9.6248         9.876       10.113  
    coh5:k=1.04001,b=0         7.2308        7.3666       7.5207       7.6879        7.8659         8.054         8.905         9.142        9.3876        9.6393        9.8906       10.128  
    coh6:k=1.05001,b=0         7.2435        7.3793       7.5336        7.701        7.8792        8.0673         8.919        9.1561        9.4018        9.6537         9.905       10.142  
    coh7:k=1.06001,b=0          7.256         7.392       7.5464       7.7139        7.8923        8.0806        8.9328        9.1701         9.416        9.6678        9.9193       10.157  
    coh8:k=1.07002,b=0         7.2684        7.4045       7.5591       7.7268        7.9053        8.0938        8.9465        9.1839        9.4299        9.6819        9.9334       10.171  
    coh9:k=1.08002,b=0         7.2806        7.4169       7.5717       7.7395        7.9181        8.1068        8.9601        9.1976        9.4437        9.6958        9.9474       10.185  
    coh10:k=1.09002,b=0        7.2928        7.4292       7.5841       7.7521        7.9309        8.1197        8.9735        9.2112        9.4573        9.7095        9.9613       10.199  
    coh11:k=1.10002,b=0        7.3049        7.4415       7.5965       7.7646        7.9435        8.1325        8.9868        9.2245        9.4708        9.7231         9.975       10.213  
    coh12:k=1.11003,b=0        7.3169        7.4535       7.6087        7.777         7.956        8.1451             9        9.2378        9.4842        9.7366        9.9885       10.226  
    coh13:k=1.12003,b=0        7.3287        7.4655       7.6208       7.7893        7.9685        8.1577         9.013         9.251        9.4975        9.7499        10.002        10.24  
    coh14:k=1.13003,b=0        7.3405        7.4774       7.6329       7.8014        7.9808        8.1701        9.0259         9.264        9.5106        9.7631        10.015       10.253  
    coh15:k=1.14003,b=0        7.3521        7.4892       7.6448       7.8135         7.993        8.1824        9.0387        9.2769        9.5236        9.7762        10.028       10.266  
    coh16:k=1.15004,b=0        7.3637        7.5009       7.6566       7.8255        8.0051        8.1947        9.0514        9.2897        9.5364        9.7892        10.041       10.279  
    coh17:k=1.16004,b=0        7.3752        7.5125       7.6684       7.8373        8.0171        8.2068         9.064        9.3024        9.5492         9.802        10.054       10.292  
    coh18:k=1.17004,b=0        7.3866        7.5241         7.68       7.8491        8.0289        8.2188        9.0764        9.3149        9.5618        9.8147        10.067       10.305  
    coh19:k=1.18004,b=0        7.3979        7.5355       7.6916       7.8608        8.0407        8.2307        9.0888        9.3273        9.5743        9.8273         10.08       10.318  
    coh20:k=1.19005,b=0        7.4091        7.5468        7.703       7.8724        8.0524        8.2425         9.101        9.3396        9.5867        9.8398        10.092        10.33  
    coh21:k=1.20005,b=0        7.4203        7.5581       7.7144       7.8838         8.064        8.2542        9.1131        9.3519         9.599        9.8522        10.105       10.343  
    coh22:k=1.21005,b=0        7.4313        7.5692       7.7256       7.8952        8.0755        8.2659        9.1252         9.364        9.6112        9.8644        10.117       10.355  
    coh23:k=1.22005,b=0        7.4423        7.5803       7.7368       7.9065         8.087        8.2774        9.1371         9.376        9.6233        9.8765        10.129       10.368  
    coh24:k=1.23006,b=0        7.4532        7.5913       7.7479       7.9178        8.0983        8.2888        9.1489        9.3878        9.6353        9.8886        10.141        10.38  
    coh25:k=1.24006,b=0         7.464        7.6022        7.759       7.9289        8.1095        8.3002        9.1606        9.3997        9.6471        9.9005        10.153       10.392  
    coh26:k=1.25006,b=0        7.4748        7.6131       7.7699       7.9399        8.1207        8.3114        9.1722        9.4113        9.6589        9.9123        10.165       10.404  
    coh27:k=1.26006,b=0        7.4854        7.6238       7.7808       7.9509        8.1318        8.3226        9.1837        9.4229        9.6705         9.924        10.177       10.415  
    coh28:k=1.27006,b=0         7.496        7.6345       7.7916       7.9618        8.1428        8.3337        9.1952        9.4344        9.6821        9.9356        10.189       10.427  
    coh29:k=1.28007,b=0        7.5065        7.6451       7.8023       7.9726        8.1537        8.3447        9.2065        9.4458        9.6936        9.9472          10.2       10.439  
    coh30:k=1.29007,b=0         7.517        7.6557       7.8129       7.9834        8.1645        8.3556        9.2178        9.4572        9.7049        9.9586        10.212        10.45  
    coh31:k=1.30007,b=0        7.5274        7.6661       7.8235        7.994        8.1753        8.3665        9.2289        9.4684        9.7162        9.9699        10.223       10.462  
    coh32:k=1.31007,b=0        7.5377        7.6765        7.834       8.0046         8.186        8.3772          9.24        9.4795        9.7274        9.9812        10.234       10.473  
    coh33:k=1.32008,b=0        7.5479        7.6869       7.8444       8.0151        8.1965        8.3879         9.251        9.4906        9.7385        9.9923        10.246       10.484  
    coh34:k=1.33008,b=0        7.5581        7.6971       7.8548       8.0256        8.2071        8.3985        9.2619        9.5015        9.7495        10.003        10.257       10.495  
    coh35:k=1.34008,b=0        7.5682        7.7073        7.865       8.0359        8.2175        8.4091        9.2727        9.5124        9.7604        10.014        10.268       10.506  
    coh36:k=1.35008,b=0        7.5783        7.7175       7.8753       8.0462        8.2279        8.4195        9.2834        9.5232        9.7713        10.025        10.279       10.517  
    coh37:k=1.36009,b=0        7.5882        7.7275       7.8854       8.0565        8.2382        8.4299        9.2941        9.5339         9.782        10.036        10.289       10.528  
    coh38:k=1.37009,b=0        7.5982        7.7375       7.8955       8.0666        8.2485        8.4403        9.3047        9.5445        9.7927        10.047          10.3       10.539  
    coh39:k=1.38009,b=0         7.608        7.7475       7.9055       8.0767        8.2587        8.4505        9.3152        9.5551        9.8033        10.057        10.311        10.55  
    coh40:k=1.39009,b=0        7.6178        7.7573       7.9155       8.0868        8.2688        8.4607        9.3256        9.5656        9.8138        10.068        10.321        10.56  
    coh41:k=1.4001,b=0         7.6276        7.7672       7.9254       8.0967        8.2788        8.4708         9.336         9.576        9.8243        10.078        10.332       10.571  
    coh42:k=1.4101,b=0         7.6373        7.7769       7.9352       8.1067        8.2888        8.4809        9.3462        9.5863        9.8346        10.089        10.342       10.581  
    coh43:k=1.4201,b=0         7.6469        7.7866        7.945       8.1165        8.2987        8.4908        9.3565        9.5965        9.8449        10.099        10.353       10.592  
    coh44:k=1.4301,b=0         7.6565        7.7963       7.9547       8.1263        8.3086        8.5008        9.3666        9.6067        9.8551        10.109        10.363       10.602  
    coh45:k=1.44011,b=0         7.666        7.8059       7.9643        8.136        8.3184        8.5106        9.3766        9.6168        9.8653         10.12        10.373       10.612  
    coh46:k=1.45011,b=0        7.6755        7.8154        7.974       8.1457        8.3281        8.5204        9.3866        9.6268        9.8753         10.13        10.383       10.622  
    coh47:k=1.46011,b=0        7.6849        7.8249       7.9835       8.1553        8.3378        8.5302        9.3966        9.6368        9.8853         10.14        10.393       10.632  
    coh48:k=1.47011,b=0        7.6942        7.8343        7.993       8.1648        8.3474        8.5398        9.4064        9.6467        9.8952         10.15        10.403       10.642  
    coh49:k=1.48012,b=0        7.7035        7.8436       8.0024       8.1743        8.3569        8.5494        9.4162        9.6565        9.9051        10.159        10.413       10.652  
    coh50:k=1.49012,b=0        7.7128         7.853       8.0118       8.1838        8.3664         8.559         9.426        9.6663        9.9149        10.169        10.423       10.662  
    coh5634:k=57.3435,b=0      16.864        16.898       16.938       16.982         17.03        17.082        17.343        17.423        17.511        17.606        17.705       17.802  
    coh5635:k=57.3535,b=0      16.865        16.899       16.938       16.982         17.03        17.082        17.343        17.424        17.512        17.607        17.706       17.803  
    coh5636:k=57.3635,b=0      16.866          16.9       16.939       16.983        17.031        17.083        17.344        17.425        17.513        17.607        17.706       17.803  
    coh5637:k=57.3735,b=0      16.866          16.9        16.94       16.984        17.032        17.084        17.344        17.425        17.513        17.608        17.707       17.804  
    coh5638:k=57.3835,b=0      16.867        16.901        16.94       16.984        17.032        17.084        17.345        17.426        17.514        17.608        17.707       17.804  
    coh5639:k=57.3935,b=0      16.868        16.902       16.941       16.985        17.033        17.085        17.346        17.426        17.514        17.609        17.708       17.805  
    coh5640:k=57.4035,b=0      16.868        16.902       16.942       16.986        17.033        17.086        17.346        17.427        17.515        17.609        17.708       17.805  
    coh5641:k=57.4135,b=0      16.868        16.902       16.942       16.986        17.034        17.086        17.347        17.427        17.515         17.61        17.709       17.806  
    coh5642:k=57.4235,b=0      16.868        16.903       16.942       16.986        17.034        17.086        17.347        17.427        17.515         17.61        17.709       17.806  
    coh5643:k=57.4335,b=0      16.869        16.903       16.942       16.986        17.034        17.086        17.347        17.427        17.515         17.61        17.709       17.806  
    coh5644:k=57.4435,b=0      16.869        16.903       16.942       16.986        17.034        17.086        17.347        17.428        17.516        17.611         17.71       17.807  
    coh5645:k=57.4535,b=0      16.869        16.903       16.943       16.987        17.035        17.087        17.348        17.429        17.516        17.611         17.71       17.808  
    coh5646:k=57.4635,b=0       16.87        16.904       16.943       16.987        17.035        17.087        17.348        17.429        17.517        17.612        17.711       17.808  
    coh5647:k=57.4735,b=0       16.87        16.905       16.944       16.988        17.036        17.088        17.349         17.43        17.518        17.612        17.711       17.809  
    coh5648:k=57.4835,b=0      16.871        16.905       16.945       16.989        17.037        17.089         17.35         17.43        17.518        17.613        17.712       17.809  
    coh5649:k=57.4935,b=0      16.872        16.906       16.945       16.989        17.037        17.089         17.35        17.431        17.519        17.613        17.712        17.81  
    coh5650:k=57.5035,b=0      16.873        16.907       16.946        16.99        17.038         17.09        17.351        17.432        17.519        17.614        17.713        17.81  
    coh5651:k=57.5135,b=0      16.873        16.907       16.947       16.991        17.038        17.091        17.351        17.432         17.52        17.615        17.714       17.811  
    coh5652:k=57.5235,b=0      16.874        16.908       16.947       16.991        17.039        17.091        17.352        17.433        17.521        17.615        17.714       17.811  
    coh5653:k=57.5335,b=0      16.875        16.909       16.948       16.992         17.04        17.092        17.353        17.433        17.521        17.616        17.715       17.812  
    coh5654:k=57.5436,b=0      16.875        16.909       16.948       16.992         17.04        17.092        17.353        17.434        17.522        17.616        17.715       17.812  
    coh5655:k=57.5536,b=0      16.875        16.909       16.948       16.992         17.04        17.092        17.353        17.434        17.522        17.616        17.715       17.812  
    coh5656:k=57.5636,b=0      16.875        16.909       16.948       16.992         17.04        17.092        17.353        17.434        17.522        17.616        17.715       17.813  
    coh5657:k=57.5736,b=0      16.875        16.909       16.949       16.992         17.04        17.093        17.353        17.434        17.522        17.617        17.716       17.813  
    coh5658:k=57.5836,b=0      16.875        16.909       16.949       16.993        17.041        17.093        17.354        17.435        17.523        17.617        17.716       17.814  
    coh5659:k=57.5936,b=0      16.876         16.91        16.95       16.993        17.041        17.094        17.355        17.435        17.523        17.618        17.717       17.814  
    coh5660:k=57.6036,b=0      16.877        16.911        16.95       16.994        17.042        17.094        17.355        17.436        17.524        17.618        17.717       17.815  
    coh5661:k=57.6136,b=0      16.877        16.911       16.951       16.995        17.043        17.095        17.356        17.437        17.524        17.619        17.718       17.815  
    coh5662:k=57.6236,b=0      16.878        16.912       16.952       16.995        17.043        17.096        17.356        17.437        17.525         17.62        17.719       17.816  
    coh5663:k=57.6336,b=0      16.879        16.913       16.952       16.996        17.044        17.096        17.357        17.438        17.526         17.62        17.719       17.816  
    coh5664:k=57.6436,b=0      16.879        16.913       16.953       16.997        17.045        17.097        17.358        17.438        17.526        17.621         17.72       17.817  
    coh5665:k=57.6536,b=0       16.88        16.914       16.954       16.997        17.045        17.098        17.358        17.439        17.527        17.621         17.72       17.817  
    coh5666:k=57.6636,b=0      16.881        16.915       16.954       16.998        17.046        17.098        17.359         17.44        17.527        17.622        17.721       17.818  
    coh5667:k=57.6736,b=0      16.881        16.915       16.955       16.998        17.046        17.099        17.359         17.44        17.528        17.622        17.721       17.818  
    coh5668:k=57.6836,b=0      16.881        16.915       16.955       16.999        17.046        17.099        17.359         17.44        17.528        17.622        17.721       17.818  
    coh5669:k=57.6936,b=0      16.881        16.915       16.955       16.999        17.047        17.099        17.359         17.44        17.528        17.623        17.721       17.819  
    coh5670:k=57.7036,b=0      16.881        16.915       16.955       16.999        17.047        17.099        17.359         17.44        17.528        17.623        17.722       17.819  
    coh5671:k=57.7136,b=0      16.881        16.915       16.955       16.999        17.047        17.099         17.36        17.441        17.529        17.623        17.722        17.82  
    coh5672:k=57.7236,b=0      16.882        16.916       16.955       16.999        17.047          17.1        17.361        17.441        17.529        17.624        17.723        17.82  
    coh5673:k=57.7336,b=0      16.883        16.917       16.956           17        17.048          17.1        17.361        17.442         17.53        17.625        17.724       17.821  
    coh5674:k=57.7436,b=0      16.883        16.917       16.957       17.001        17.049        17.101        17.362        17.443         17.53        17.625        17.724       17.821  
    coh5675:k=57.7536,b=0      16.884        16.918       16.957       17.001        17.049        17.102        17.362        17.443        17.531        17.626        17.725       17.822  
    coh5676:k=57.7636,b=0      16.885        16.919       16.958       17.002         17.05        17.102        17.363        17.444        17.532        17.626        17.725       17.822  
    coh5677:k=57.7736,b=0      16.885        16.919       16.959       17.003        17.051        17.103        17.364        17.444        17.532        17.627        17.726       17.823  
    coh5678:k=57.7836,b=0      16.886         16.92        16.96       17.003        17.051        17.104        17.364        17.445        17.533        17.627        17.726       17.823  
    coh5679:k=57.7936,b=0      16.887        16.921        16.96       17.004        17.052        17.104        17.365        17.446        17.533        17.628        17.727       17.824  
    coh5680:k=57.8036,b=0      16.887        16.921       16.961       17.005        17.053        17.105        17.365        17.446        17.534        17.629        17.727       17.825  
    coh5681:k=57.8136,b=0      16.887        16.921       16.961       17.005        17.053        17.105        17.366        17.446        17.534        17.629        17.728       17.825  
    coh5682:k=57.8236,b=0      16.887        16.922       16.961       17.005        17.053        17.105        17.366        17.446        17.534        17.629        17.728       17.825  
    coh5683:k=57.8336,b=0      16.888        16.922       16.961       17.005        17.053        17.105        17.366        17.446        17.534        17.629        17.728       17.825  

tb_pol_a
                             z1_0_34741    z2_0_40076    z3_0_4623     z4_0_5333     z5_0_61519    z6_0_70966    z10_1_2567    z11_1_4496    z12_1_6723    z13_1_9291    z14_2_2253    z15_2_567 
                             __________    __________    __________    __________    __________    __________    __________    __________    __________    __________    __________    __________

    coh1:k=1,b=0               0.000169      0.000173      0.000181      0.000189      0.000195      0.000201      0.000225      0.000231      0.000235      0.000239      0.000241      0.000247
    coh2:k=1.01,b=0          0.00017069    0.00017877    0.00018685    0.00019089    0.00020099    0.00020907    0.00022927    0.00023331    0.00023937    0.00024139    0.00024947    0.00024947
    coh3:k=1.02,b=0           0.0001785    0.00018258    0.00019074     0.0001989    0.00020298    0.00021114    0.00023358     0.0002397    0.00024174     0.0002499     0.0002499    0.00025398
    coh4:k=1.03001,b=0       0.00018025    0.00018849    0.00019467    0.00020085    0.00020909    0.00021527    0.00023999    0.00024205    0.00025029    0.00025029    0.00025647    0.00026059
    coh5:k=1.04001,b=0       0.00018824    0.00019032    0.00020072    0.00020904    0.00021112    0.00021944    0.00024024    0.00024856    0.00025064    0.00025896    0.00026104    0.00026104
    coh6:k=1.05001,b=0       0.00019005    0.00019845    0.00020475    0.00021105    0.00021945    0.00022365    0.00024885    0.00025095    0.00025935    0.00025935    0.00026355    0.00026985
    coh7:k=1.06001,b=0        0.0001961    0.00020034    0.00020882     0.0002173    0.00022154    0.00023002    0.00025122     0.0002597     0.0002597    0.00026606     0.0002703     0.0002703
    coh8:k=1.07002,b=0       0.00020009    0.00020865    0.00021293    0.00021935    0.00023005    0.00023219    0.00025787    0.00026001    0.00026643    0.00027071    0.00027071    0.00027713
    coh9:k=1.08002,b=0       0.00020628     0.0002106    0.00021924    0.00022572    0.00023004    0.00023868    0.00026028    0.00026676    0.00027108    0.00027324    0.00027972    0.00027972
    coh10:k=1.09002,b=0      0.00021037    0.00021909    0.00022127    0.00022999    0.00023871    0.00024089    0.00026706    0.00026924     0.0002736    0.00028014    0.00028014     0.0002845
    coh11:k=1.10002,b=0       0.0002145     0.0002211    0.00022991    0.00023651    0.00024091    0.00024971    0.00026951    0.00027391    0.00028051    0.00028051    0.00028711    0.00028931
    coh12:k=1.11003,b=0       0.0002209    0.00022756      0.000232    0.00024088    0.00024754    0.00025198    0.00027418    0.00028084    0.00028084    0.00028972    0.00028972    0.00029194
    coh13:k=1.12003,b=0      0.00022513    0.00022961    0.00023857    0.00024529    0.00024977    0.00025873    0.00027889    0.00028337    0.00029009    0.00029009    0.00029457    0.00029905
    coh14:k=1.13003,b=0       0.0002294    0.00023844     0.0002407    0.00024974    0.00025878    0.00026104    0.00028364    0.00029042    0.00029042     0.0002972    0.00029946    0.00030172
    coh15:k=1.14003,b=0      0.00023599    0.00024055    0.00024967    0.00025423    0.00026107    0.00027019    0.00029071    0.00029071    0.00029983    0.00029983    0.00030439    0.00030895
    coh16:k=1.15004,b=0      0.00024036    0.00024956    0.00025186    0.00026106    0.00026796    0.00027026    0.00029326    0.00030016    0.00030016    0.00030706    0.00030936    0.00031166
    coh17:k=1.16004,b=0      0.00024709    0.00025173    0.00025869    0.00026565    0.00027029    0.00027957    0.00030045    0.00030045    0.00030973    0.00030973    0.00031205    0.00031669
    coh18:k=1.17004,b=0      0.00025156    0.00025858    0.00026326    0.00027028     0.0002773    0.00028198     0.0003007    0.00031006    0.00031006    0.00031474    0.00031942    0.00031942
    coh19:k=1.18004,b=0      0.00025843    0.00026079    0.00027023    0.00027495    0.00027967    0.00028911    0.00031035    0.00031035    0.00031743    0.00031979    0.00032215    0.00032451
    coh20:k=1.19005,b=0      0.00026062    0.00027014    0.00027252    0.00027966    0.00028918    0.00029156     0.0003106    0.00032012    0.00032012     0.0003225    0.00032964    0.00032964
    coh21:k=1.20005,b=0      0.00026761    0.00027241    0.00027961    0.00028681    0.00029161    0.00029881    0.00031801    0.00032041    0.00032521    0.00033001    0.00033001    0.00033481
    coh22:k=1.21005,b=0      0.00026984    0.00027952    0.00028436    0.00029162    0.00029888     0.0003013    0.00032066    0.00032792    0.00033034    0.00033276     0.0003376    0.00034002
    coh23:k=1.22005,b=0      0.00027939    0.00028183    0.00028915    0.00029647    0.00030135    0.00030867    0.00032819    0.00033063    0.00033551    0.00034039    0.00034039    0.00034283
    coh24:k=1.23006,b=0      0.00028168    0.00028906    0.00029644    0.00030136    0.00030874     0.0003112    0.00033088    0.00033827    0.00034073    0.00034073    0.00034811    0.00035057
    coh25:k=1.24006,b=0      0.00028893    0.00029389    0.00030133    0.00030877    0.00031125    0.00031869    0.00033854    0.00034102    0.00034598    0.00034846    0.00035094    0.00035094
    coh26:k=1.25006,b=0      0.00029376    0.00030126    0.00030626    0.00031126    0.00031877    0.00032127    0.00034127    0.00034877    0.00034877    0.00035127    0.00035627    0.00035877
    coh27:k=1.26006,b=0      0.00030115     0.0003062    0.00031124     0.0003188    0.00032132    0.00032888    0.00034904    0.00035156    0.00035408    0.00035912    0.00035912    0.00036164
    coh28:k=1.27006,b=0      0.00030609    0.00031117    0.00031879    0.00032133    0.00032895    0.00033403    0.00035181    0.00035689    0.00035943    0.00036197    0.00036451    0.00036959
    coh29:k=1.28007,b=0      0.00031106    0.00031874     0.0003213    0.00032898     0.0003341    0.00033922     0.0003597     0.0003597    0.00036482    0.00036994    0.00036994    0.00036994
    coh30:k=1.29007,b=0      0.00031865    0.00032123    0.00032897    0.00033413    0.00033929    0.00034445    0.00036251    0.00036767    0.00037025    0.00037025    0.00037541    0.00037799
    coh31:k=1.30007,b=0      0.00032112    0.00032892    0.00033152    0.00033932    0.00034452    0.00034972    0.00036792    0.00037052    0.00037312    0.00037832    0.00038092    0.00038092
    coh32:k=1.31007,b=0      0.00032883    0.00033145    0.00033931    0.00034455    0.00034979    0.00035503    0.00037075    0.00037861    0.00037861    0.00038123    0.00038385    0.00038909
    coh33:k=1.32008,b=0      0.00033134    0.00033926    0.00034454    0.00034982    0.00035774    0.00036038    0.00037886     0.0003815    0.00038414    0.00038942    0.00038942    0.00038942
    coh34:k=1.33008,b=0      0.00033917    0.00034449    0.00034981    0.00035779    0.00036045    0.00036843    0.00038173    0.00038971    0.00038971    0.00038971    0.00039503    0.00039769
    coh35:k=1.34008,b=0       0.0003444    0.00034976     0.0003578    0.00036048    0.00036852     0.0003712    0.00038996    0.00038996    0.00039532      0.000398    0.00040068    0.00040068
    coh36:k=1.35008,b=0      0.00034967    0.00035777    0.00036047    0.00036857    0.00037127    0.00037937    0.00039287    0.00039827    0.00040097    0.00040097    0.00040368    0.00040638
    coh37:k=1.36009,b=0       0.0003577    0.00036042    0.00036858     0.0003713    0.00037946    0.00038218    0.00039851    0.00040123    0.00040395    0.00040939    0.00040939    0.00040939
    coh38:k=1.37009,b=0      0.00036033    0.00036855    0.00037129    0.00037951    0.00038225    0.00039048    0.00040418    0.00040966    0.00040966     0.0004124     0.0004124    0.00041788
    coh39:k=1.38009,b=0      0.00036848      0.000374    0.00037953    0.00038505    0.00039057    0.00039333    0.00040989    0.00040989    0.00041541    0.00041817    0.00042093    0.00042093
    coh40:k=1.39009,b=0      0.00037394     0.0003795    0.00038506    0.00039062    0.00039618    0.00039896    0.00041564    0.00041842     0.0004212     0.0004212    0.00042398    0.00042676
    coh41:k=1.4001,b=0       0.00037943    0.00038503    0.00039063    0.00039623    0.00039903    0.00040463    0.00042143    0.00042143    0.00042703    0.00042983    0.00042983    0.00042983
    coh42:k=1.4101,b=0       0.00038778     0.0003906    0.00039906    0.00040188    0.00040752    0.00041034    0.00042726    0.00043008    0.00043008    0.00043008     0.0004329    0.00043572
    coh43:k=1.4201,b=0       0.00039053    0.00039905    0.00040189    0.00040757    0.00041041    0.00041893    0.00043029    0.00043313    0.00043597    0.00043881    0.00043881    0.00044165
    coh44:k=1.4301,b=0         0.000399    0.00040186    0.00041044     0.0004133    0.00041902    0.00042188    0.00043904    0.00043904     0.0004419     0.0004419    0.00044476    0.00044762
    coh45:k=1.44011,b=0      0.00040467    0.00041043    0.00041331    0.00041907    0.00042195    0.00042771    0.00044211    0.00044499    0.00044787    0.00045075    0.00045075    0.00045075
    coh46:k=1.45011,b=0      0.00041038    0.00041618    0.00041908    0.00042488    0.00043068    0.00043358    0.00044808    0.00045098    0.00045098    0.00045098    0.00045388    0.00045678
    coh47:k=1.46011,b=0      0.00041905    0.00042197    0.00042781    0.00043073    0.00043657    0.00043949    0.00045117    0.00045409    0.00045993    0.00045993    0.00045993    0.00045993
    coh48:k=1.47011,b=0      0.00042192     0.0004278    0.00043074    0.00043662    0.00043956    0.00044544    0.00046015    0.00046015    0.00046015    0.00046309    0.00046603    0.00046897
    coh49:k=1.48012,b=0      0.00043071    0.00043367    0.00043959    0.00044255    0.00044847    0.00045144    0.00046328    0.00046624     0.0004692     0.0004692     0.0004692    0.00047216
    coh50:k=1.49012,b=0       0.0004366    0.00043958    0.00044256    0.00044853    0.00045151    0.00045747    0.00046939    0.00046939    0.00047237    0.00047535    0.00047535    0.00047833
    coh5634:k=57.3435,b=0        48.098        47.699        47.299          46.8          46.2        45.401        40.806        39.008         36.91        34.413        31.516        28.981
    coh5635:k=57.3535,b=0        48.107        47.707        47.307        46.808        46.208        45.409        40.813        39.015        36.917        34.419        31.522         29.22
    coh5636:k=57.3635,b=0        48.115        47.715        47.316        46.816        46.216        45.417         40.82        39.022        36.923        34.425        31.563        29.537
    coh5637:k=57.3735,b=0        48.123        47.724        47.324        46.824        46.224        45.425        40.827        39.028         36.93        34.431        31.632         29.43
    coh5638:k=57.3835,b=0        48.132        47.732        47.332        46.832        46.232        45.433        40.835        39.035        36.936        34.437        31.648        28.439
    coh5639:k=57.3935,b=0         48.14         47.74         47.34         46.84        46.241        45.441        40.842        39.042        36.942        34.443        31.741        28.444
    coh5640:k=57.4035,b=0        48.149        47.749        47.349        46.849        46.249        45.449        40.849        39.049        36.949        34.449        31.664        28.534
    coh5641:k=57.4135,b=0        48.157        47.757        47.357        46.857        46.257        45.457        40.857        39.057        36.957        34.457        31.657        28.557
    coh5642:k=57.4235,b=0        48.166        47.766        47.366        46.866        46.266        45.466        40.866        39.066        36.966        34.466        31.666        28.394
    coh5643:k=57.4335,b=0        48.175        47.775        47.375        46.875        46.275        45.475        40.875        39.075        36.883        34.585        31.887        28.399
    coh5644:k=57.4435,b=0        48.183        47.783        47.383        46.883        46.175        45.376        40.783        38.986         36.89        34.425        32.066        28.319
    coh5645:k=57.4535,b=0         48.08         47.68        47.281        46.782        46.183        45.384         40.79        38.993        36.896          34.4        31.676        28.522
    coh5646:k=57.4635,b=0        48.088        47.689        47.289         46.79        46.191        45.392        40.798            39        36.903        34.406        31.509        28.788
    coh5647:k=57.4735,b=0        48.097        47.697        47.297        46.798        46.199          45.4        40.805        39.007        36.909        34.412        31.515        28.963
    coh5648:k=57.4835,b=0        48.105        47.705        47.306        46.806        46.207        45.407        40.812        39.013        36.915        34.418         31.52        29.151
    coh5649:k=57.4935,b=0        48.113        47.714        47.314        46.814        46.215        45.415        40.819         39.02        36.922        34.424        31.545        29.484
    coh5650:k=57.5035,b=0        48.122        47.722        47.322        46.822        46.223        45.423        40.826        39.027        36.928         34.43        31.631        29.657
    coh5651:k=57.5135,b=0         48.13         47.73         47.33        46.831        46.231        45.431        40.833        39.034        36.935        34.436        31.637        28.532
    coh5652:k=57.5235,b=0        48.138        47.739        47.339        46.839        46.239        45.439         40.84        39.041        36.941        34.442        31.722        28.443
    coh5653:k=57.5335,b=0        48.147        47.747        47.347        46.847        46.247        45.447        40.847        39.047        36.948        34.448        31.681        28.515
    coh5654:k=57.5436,b=0        48.155        47.755        47.355        46.855        46.255        45.455        40.855        39.055        36.955        34.455        31.655        28.555
    coh5655:k=57.5536,b=0        48.164        47.764        47.364        46.864        46.264        45.464        40.864        39.064        36.964        34.464        31.664        28.564
    coh5656:k=57.5636,b=0        48.173        47.773        47.373        46.873        46.273        45.473        40.873        39.073        36.973        34.473        31.843        28.397
    coh5657:k=57.5736,b=0        48.181        47.781        47.381        46.881        46.281        45.481        40.782        38.985        36.888        34.466        32.022         28.34
    coh5658:k=57.5836,b=0        48.078        47.678        47.279         46.78        46.181        45.382        40.789        38.991        36.895        34.398        31.804        28.456
    coh5659:k=57.5936,b=0        48.086        47.687        47.287        46.788        46.189         45.39        40.796        38.998        36.901        34.404        31.508        28.721
    coh5660:k=57.6036,b=0        48.094        47.695        47.295        46.796        46.197        45.398        40.803        39.005        36.907         34.41        31.514         28.94
    coh5661:k=57.6136,b=0        48.103        47.703        47.304        46.804        46.205        45.405         40.81        39.012        36.914        34.416        31.519         29.06
    coh5662:k=57.6236,b=0        48.111        47.711        47.312        46.812        46.213        45.413        40.817        39.018         36.92        34.422        31.525        29.412
    coh5663:k=57.6336,b=0        48.119         47.72         47.32         46.82        46.221        45.421        40.824        39.025        36.927        34.428        31.613        29.681
    coh5664:k=57.6436,b=0        48.128        47.728        47.328        46.828        46.229        45.429        40.831        39.032        36.933        34.434        31.635        28.829
    coh5665:k=57.6536,b=0        48.136        47.736        47.336        46.837        46.237        45.437        40.838        39.039        36.939         34.44        31.697        28.442
    coh5666:k=57.6636,b=0        48.145        47.745        47.345        46.845        46.245        45.445        40.845        39.046        36.946        34.446        31.703         28.49
    coh5667:k=57.6736,b=0        48.153        47.753        47.353        46.853        46.253        45.453        40.853        39.053        36.953        34.453        31.653        28.553
    coh5668:k=57.6836,b=0        48.162        47.762        47.362        46.862        46.262        45.462        40.862        39.062        36.962        34.462        31.662        28.562
    coh5669:k=57.6936,b=0         48.17         47.77         47.37         46.87         46.27         45.47         40.87         39.07         36.97         34.47         31.67        28.396
    coh5670:k=57.7036,b=0        48.179        47.779        47.379        46.879        46.279        45.479        40.879        39.079        36.886        34.518        31.967        28.365
    coh5671:k=57.7136,b=0        48.188        47.788        47.388        46.888        46.178        45.379        40.786        38.989        36.893        34.396        31.964        28.374
    coh5672:k=57.7236,b=0        48.083        47.684        47.285        46.785        46.186        45.387        40.794        38.996        36.899        34.402        31.506        28.638
    coh5673:k=57.7336,b=0        48.092        47.692        47.293        46.793        46.194        45.395        40.801        39.003        36.905        34.408        31.512        28.902
    coh5674:k=57.7436,b=0          48.1        47.701        47.301        46.801        46.202        45.403        40.808         39.01        36.912        34.414        31.517        29.002
    coh5675:k=57.7536,b=0        48.108        47.709        47.309         46.81         46.21        45.411        40.815        39.016        36.918         34.42        31.523          29.3
    coh5676:k=57.7636,b=0        48.117        47.717        47.317        46.818        46.218        45.419        40.822        39.023        36.925        34.426        31.583        29.595
    coh5677:k=57.7736,b=0        48.125        47.725        47.326        46.826        46.226        45.427        40.829         39.03        36.931        34.432        31.634        29.192
    coh5678:k=57.7836,b=0        48.133        47.734        47.334        46.834        46.234        45.434        40.836        39.037        36.937        34.438        31.667         28.44
    coh5679:k=57.7936,b=0        48.142        47.742        47.342        46.842        46.242        45.442        40.843        39.043        36.944        34.444         31.73         28.46
    coh5680:k=57.8036,b=0         48.15         47.75         47.35         46.85         46.25         45.45         40.85         39.05         36.95         34.45         31.65         28.55
    coh5681:k=57.8136,b=0        48.159        47.759        47.359        46.859        46.259        45.459        40.859        39.059        36.959        34.459        31.659        28.559
    coh5682:k=57.8236,b=0        48.167        47.767        47.367        46.867        46.267        45.467        40.867        39.067        36.967        34.467        31.667        28.567
    coh5683:k=57.8336,b=0        48.176        47.776        47.376        46.876        46.276        45.476        40.876        39.076        36.976        34.476        31.901        28.395

tb_pol_k
                             z1_0_34741    z2_0_40076    z3_0_4623    z4_0_5333    z5_0_61519    z6_0_70966    z10_1_2567    z11_1_4496    z12_1_6723    z13_1_9291    z14_2_2253    z15_2_567
                             __________    __________    _________    _________    __________    __________    __________    __________    __________    __________    __________    _________

    coh1:k=1,b=0              0.16883       0.17283       0.18082      0.18881      0.19481        0.2008       0.22478       0.23077       0.23477       0.23876       0.24076       0.24675 
    coh2:k=1.01,b=0           0.17052       0.17859       0.18666       0.1907      0.20079       0.20886       0.22904       0.23308       0.23913       0.24115       0.24922       0.24922 
    coh3:k=1.02,b=0           0.17832        0.1824       0.19055       0.1987      0.20278       0.21093       0.23335       0.23946        0.2415       0.24965       0.24965       0.25373 
    coh4:k=1.03001,b=0        0.18007        0.1883       0.19448      0.20065      0.20888       0.21506       0.23975       0.24181       0.25004       0.25004       0.25622       0.26033 
    coh5:k=1.04001,b=0        0.18805       0.19013       0.20052      0.20883      0.21091       0.21922          0.24       0.24831       0.25039        0.2587       0.26078       0.26078 
    coh6:k=1.05001,b=0        0.18986       0.19825       0.20455      0.21084      0.21923       0.22343        0.2486        0.2507       0.25909       0.25909       0.26329       0.26958 
    coh7:k=1.06001,b=0        0.19591       0.20014       0.20861      0.21709      0.22132       0.22979       0.25097       0.25944       0.25944        0.2658       0.27003       0.27003 
    coh8:k=1.07002,b=0        0.19989       0.20844       0.21272      0.21913      0.22982       0.23196       0.25762       0.25975       0.26617       0.27044       0.27044       0.27686 
    coh9:k=1.08002,b=0        0.20608       0.21039       0.21902       0.2255      0.22981       0.23845       0.26002        0.2665       0.27081       0.27297       0.27945       0.27945 
    coh10:k=1.09002,b=0       0.21016       0.21888       0.22105      0.22976      0.23848       0.24065       0.26679       0.26897       0.27332       0.27986       0.27986       0.28421 
    coh11:k=1.10002,b=0       0.21429       0.22088       0.22968      0.23627      0.24066       0.24946       0.26924       0.27363       0.28023       0.28023       0.28682       0.28902 
    coh12:k=1.11003,b=0       0.22067       0.22733       0.23176      0.24063      0.24729       0.25172        0.2739       0.28056       0.28056       0.28943       0.28943       0.29164 
    coh13:k=1.12003,b=0        0.2249       0.22938       0.23833      0.24504      0.24952       0.25847       0.27861       0.28308        0.2898        0.2898       0.29427       0.29875 
    coh14:k=1.13003,b=0       0.22917        0.2382       0.24046      0.24949      0.25852       0.26078       0.28335       0.29013       0.29013        0.2969       0.29916       0.30142 
    coh15:k=1.14003,b=0       0.23575       0.24031       0.24942      0.25397      0.26081       0.26992       0.29042       0.29042       0.29953       0.29953       0.30408       0.30864 
    coh16:k=1.15004,b=0       0.24012       0.24931       0.25161       0.2608      0.26769       0.26999       0.29297       0.29986       0.29986       0.30675       0.30905       0.31135 
    coh17:k=1.16004,b=0       0.24684       0.25148       0.25843      0.26538      0.27002       0.27929       0.30015       0.30015       0.30942       0.30942       0.31174       0.31637 
    coh18:k=1.17004,b=0       0.25131       0.25832         0.263      0.27001      0.27702        0.2817        0.3004       0.30975       0.30975       0.31443        0.3191        0.3191 
    coh19:k=1.18004,b=0       0.25817       0.26053       0.26996      0.27468      0.27939       0.28882       0.31004       0.31004       0.31711       0.31947       0.32183       0.32419 
    coh20:k=1.19005,b=0       0.26036       0.26987       0.27225      0.27938      0.28889       0.29127       0.31029        0.3198        0.3198       0.32218       0.32931       0.32931 
    coh21:k=1.20005,b=0       0.26734       0.27214       0.27933      0.28652      0.29132       0.29851       0.31769       0.32009       0.32489       0.32968       0.32968       0.33448 
    coh22:k=1.21005,b=0       0.26957       0.27924       0.28408      0.29133      0.29858         0.301       0.32034        0.3276       0.33001       0.33243       0.33727       0.33968 
    coh23:k=1.22005,b=0       0.27911       0.28155       0.28886      0.29618      0.30105       0.30836       0.32787        0.3303       0.33518       0.34005       0.34005       0.34249 
    coh24:k=1.23006,b=0        0.2814       0.28877       0.29615      0.30106      0.30844       0.31089       0.33055       0.33793       0.34038       0.34038       0.34776       0.35022 
    coh25:k=1.24006,b=0       0.28864        0.2936       0.30103      0.30847      0.31094       0.31838        0.3382       0.34067       0.34563       0.34811       0.35059       0.35059 
    coh26:k=1.25006,b=0       0.29347       0.30096       0.30596      0.31095      0.31845       0.32094       0.34093       0.34842       0.34842       0.35092       0.35591       0.35841 
    coh27:k=1.26006,b=0       0.30085       0.30589       0.31092      0.31848      0.32099       0.32855       0.34869       0.35121       0.35372       0.35876       0.35876       0.36128 
    coh28:k=1.27006,b=0       0.30578       0.31085       0.31847      0.32101      0.32862       0.33369       0.35146       0.35653       0.35907       0.36161       0.36414       0.36922 
    coh29:k=1.28007,b=0       0.31075       0.31842       0.32098      0.32865      0.33376       0.33888       0.35934       0.35934       0.36445       0.36957       0.36957       0.36957 
    coh30:k=1.29007,b=0       0.31833       0.32091       0.32864      0.33379      0.33895        0.3441       0.36215        0.3673       0.36988       0.36988       0.37503       0.37761 
    coh31:k=1.30007,b=0        0.3208       0.32859       0.33119      0.33898      0.34417       0.34937       0.36755       0.37015       0.37275       0.37794       0.38054       0.38054 
    coh32:k=1.31007,b=0        0.3285       0.33112       0.33897       0.3442      0.34944       0.35468       0.37038       0.37823       0.37823       0.38085       0.38347        0.3887 
    coh33:k=1.32008,b=0       0.33101       0.33892        0.3442      0.34947      0.35738       0.36002       0.37848       0.38112       0.38376       0.38903       0.38903       0.38903 
    coh34:k=1.33008,b=0       0.33883       0.34415       0.34946      0.35743      0.36009       0.36806       0.38135       0.38932       0.38932       0.38932       0.39464        0.3973 
    coh35:k=1.34008,b=0       0.34406       0.34941       0.35744      0.36012      0.36815       0.37083       0.38957       0.38957       0.39493       0.39761       0.40028       0.40028 
    coh36:k=1.35008,b=0       0.34932       0.35741       0.36011       0.3682       0.3709       0.37899       0.39248       0.39788       0.40057       0.40057       0.40327       0.40597 
    coh37:k=1.36009,b=0       0.35734       0.36006       0.36821      0.37093      0.37908        0.3818       0.39811       0.40082       0.40354       0.40898       0.40898       0.40898 
    coh38:k=1.37009,b=0       0.35997       0.36819       0.37092      0.37914      0.38187       0.39008       0.40377       0.40925       0.40925       0.41198       0.41198       0.41746 
    coh39:k=1.38009,b=0       0.36812       0.37363       0.37915      0.38466      0.39018       0.39293       0.40948       0.40948       0.41499       0.41775       0.42051       0.42051 
    coh40:k=1.39009,b=0       0.37356       0.37912       0.38467      0.39023      0.39578       0.39856       0.41522         0.418       0.42078       0.42078       0.42355       0.42633 
    coh41:k=1.4001,b=0        0.37905       0.38464       0.39024      0.39583      0.39863       0.40422       0.42101       0.42101        0.4266        0.4294        0.4294        0.4294 
    coh42:k=1.4101,b=0        0.38739       0.39021       0.39866      0.40148      0.40711       0.40993       0.42683       0.42965       0.42965       0.42965       0.43247       0.43528 
    coh43:k=1.4201,b=0        0.39014       0.39865       0.40149      0.40716         0.41       0.41851       0.42986        0.4327       0.43553       0.43837       0.43837       0.44121 
    coh44:k=1.4301,b=0         0.3986       0.40146       0.41003      0.41289       0.4186       0.42146        0.4386        0.4386       0.44146       0.44146       0.44432       0.44717 
    coh45:k=1.44011,b=0       0.40426       0.41002        0.4129      0.41865      0.42153       0.42728       0.44167       0.44455       0.44742        0.4503        0.4503        0.4503 
    coh46:k=1.45011,b=0       0.40997       0.41576       0.41866      0.42446      0.43025       0.43315       0.44764       0.45053       0.45053       0.45053       0.45343       0.45633 
    coh47:k=1.46011,b=0       0.41863       0.42155       0.42738       0.4303      0.43614       0.43905       0.45072       0.45364       0.45947       0.45947       0.45947       0.45947 
    coh48:k=1.47011,b=0        0.4215       0.42737       0.43031      0.43619      0.43912         0.445       0.45969       0.45969       0.45969       0.46262       0.46556        0.4685 
    coh49:k=1.48012,b=0       0.43028       0.43324       0.43915      0.44211      0.44803       0.45098       0.46281       0.46577       0.46873       0.46873       0.46873       0.47168 
    coh50:k=1.49012,b=0       0.43617       0.43915       0.44212      0.44808      0.45105       0.45701       0.46892       0.46892       0.47189       0.47487       0.47487       0.47785 
    coh5634:k=57.3435,b=0       1.848        2.2476        2.6471       3.1466        3.746        4.5451        9.1402        10.938        13.036        15.533         18.43        20.965 
    coh5635:k=57.3535,b=0      1.8483         2.248        2.6476       3.1472       3.7466        4.5459        9.1417         10.94        13.038        15.536        18.433        20.735 
    coh5636:k=57.3635,b=0      1.8487        2.2484        2.6481       3.1477       3.7473        4.5467        9.1433        10.942        13.041        15.539          18.4        20.426 
    coh5637:k=57.3735,b=0       1.849        2.2488        2.6485       3.1483       3.7479        4.5475        9.1449        10.944        13.043        15.541         18.34        20.542 
    coh5638:k=57.3835,b=0      1.8493        2.2491         2.649       3.1488       3.7486        4.5483        9.1465        10.946        13.045        15.544        18.333        21.542 
    coh5639:k=57.3935,b=0      1.8496        2.2495        2.6495       3.1494       3.7492        4.5491        9.1481        10.948        13.047        15.547        18.249        21.546 
    coh5640:k=57.4035,b=0      1.8499        2.2499        2.6499       3.1499       3.7499        4.5499        9.1497         10.95         13.05         15.55        18.334        21.465 
    coh5641:k=57.4135,b=0        1.85          2.25          2.65         3.15         3.75          4.55          9.15         10.95         13.05         15.55         18.35         21.45 
    coh5642:k=57.4235,b=0        1.85          2.25          2.65         3.15         3.75          4.55          9.15         10.95         13.05         15.55         18.35        21.507 
    coh5643:k=57.4335,b=0        1.85          2.25          2.65         3.15         3.75          4.55          9.15         10.95        13.026        15.325        18.022        21.511 
    coh5644:k=57.4435,b=0        1.85          2.25          2.65         3.15       3.7439        4.5426        9.1351        10.932        13.029        15.494        17.852        21.599 
    coh5645:k=57.4535,b=0      1.8473        2.2467        2.6461       3.1454       3.7445        4.5434        9.1367        10.934        13.031        15.527        18.251        21.405 
    coh5646:k=57.4635,b=0      1.8476        2.2471        2.6466        3.146       3.7452        4.5442        9.1383        10.936        13.033         15.53        18.426        21.148 
    coh5647:k=57.4735,b=0      1.8479        2.2475        2.6471       3.1465       3.7458        4.5449        9.1398        10.938        13.036        15.533         18.43        20.982 
    coh5648:k=57.4835,b=0      1.8483        2.2479        2.6475       3.1471       3.7465        4.5457        9.1414         10.94        13.038        15.535        18.433        20.802 
    coh5649:k=57.4935,b=0      1.8486        2.2483         2.648       3.1476       3.7471        4.5465         9.143        10.942         13.04        15.538        18.417        20.478 
    coh5650:k=57.5035,b=0      1.8489        2.2487        2.6484       3.1481       3.7478        4.5473        9.1446        10.944        13.042        15.541        18.339        20.314 
    coh5651:k=57.5135,b=0      1.8492        2.2491        2.6489       3.1487       3.7484        4.5481        9.1462        10.945        13.045        15.544        18.342        21.447 
    coh5652:k=57.5235,b=0      1.8496        2.2495        2.6494       3.1492       3.7491        4.5489        9.1478        10.947        13.047        15.546        18.266        21.545 
    coh5653:k=57.5335,b=0      1.8499        2.2498        2.6498       3.1498       3.7497        4.5497        9.1494        10.949        13.049        15.549        18.315        21.482 
    coh5654:k=57.5436,b=0        1.85          2.25          2.65         3.15         3.75          4.55          9.15         10.95         13.05         15.55         18.35         21.45 
    coh5655:k=57.5536,b=0        1.85          2.25          2.65         3.15         3.75          4.55          9.15         10.95         13.05         15.55         18.35         21.45 
    coh5656:k=57.5636,b=0        1.85          2.25          2.65         3.15         3.75          4.55          9.15         10.95         13.05         15.55        18.064         21.51 
    coh5657:k=57.5736,b=0        1.85          2.25          2.65         3.15         3.75          4.55        9.1347        10.932        13.028         15.45        17.894        21.577 
    coh5658:k=57.5836,b=0      1.8472        2.2466         2.646       3.1453       3.7444        4.5432        9.1363        10.934         13.03        15.527        18.121        21.469 
    coh5659:k=57.5936,b=0      1.8475         2.247        2.6465       3.1458        3.745         4.544        9.1379        10.935        13.033        15.529        18.426        21.213 
    coh5660:k=57.6036,b=0      1.8479        2.2474        2.6469       3.1464       3.7457        4.5447        9.1394        10.937        13.035        15.532        18.429        21.003 
    coh5661:k=57.6136,b=0      1.8482        2.2478        2.6474       3.1469       3.7463        4.5455         9.141        10.939        13.037        15.535        18.432        20.891 
    coh5662:k=57.6236,b=0      1.8485        2.2482        2.6479       3.1475        3.747        4.5463        9.1426        10.941        13.039        15.537        18.435        20.548 
    coh5663:k=57.6336,b=0      1.8488        2.2486        2.6483        3.148       3.7476        4.5471        9.1442        10.943        13.042         15.54        18.355        20.288 
    coh5664:k=57.6436,b=0      1.8491         2.249        2.6488       3.1485       3.7483        4.5479        9.1458        10.945        13.044        15.543        18.342        21.148 
    coh5665:k=57.6536,b=0      1.8495        2.2494        2.6492       3.1491       3.7489        4.5487        9.1474        10.947        13.046        15.546        18.288        21.544 
    coh5666:k=57.6636,b=0      1.8498        2.2497        2.6497       3.1496       3.7496        4.5495         9.149        10.949        13.049        15.548        18.291        21.504 
    coh5667:k=57.6736,b=0        1.85          2.25          2.65         3.15         3.75          4.55          9.15         10.95         13.05         15.55         18.35         21.45 
    coh5668:k=57.6836,b=0        1.85          2.25          2.65         3.15         3.75          4.55          9.15         10.95         13.05         15.55         18.35         21.45 
    coh5669:k=57.6936,b=0        1.85          2.25          2.65         3.15         3.75          4.55          9.15         10.95         13.05         15.55         18.35        21.509 
    coh5670:k=57.7036,b=0        1.85          2.25          2.65         3.15         3.75          4.55          9.15         10.95        13.027        15.396        17.946        21.549 
    coh5671:k=57.7136,b=0        1.85          2.25          2.65         3.15       3.7442        4.5429        9.1358        10.933         13.03        15.526        17.958        21.548 
    coh5672:k=57.7236,b=0      1.8474        2.2469        2.6463       3.1456       3.7448        4.5437        9.1374        10.935        13.032        15.529        18.425        21.293 
    coh5673:k=57.7336,b=0      1.8478        2.2473        2.6468       3.1462       3.7455        4.5445        9.1389        10.937        13.034        15.531        18.428        21.037 
    coh5674:k=57.7436,b=0      1.8481        2.2477        2.6473       3.1467       3.7461        4.5453        9.1405        10.939        13.036        15.534        18.431        20.946 
    coh5675:k=57.7536,b=0      1.8484        2.2481        2.6477       3.1473       3.7468        4.5461        9.1421        10.941        13.039        15.537        18.434        20.657 
    coh5676:k=57.7636,b=0      1.8487        2.2484        2.6482       3.1478       3.7474        4.5469        9.1437        10.942        13.041        15.539        18.382         20.37 
    coh5677:k=57.7736,b=0       1.849        2.2488        2.6486       3.1484       3.7481        4.5476        9.1453        10.944        13.043        15.542        18.341        20.782 
    coh5678:k=57.7836,b=0      1.8494        2.2492        2.6491       3.1489       3.7487        4.5484        9.1469        10.946        13.046        15.545        18.315        21.543 
    coh5679:k=57.7936,b=0      1.8497        2.2496        2.6495       3.1495       3.7494        4.5492        9.1484        10.948        13.048        15.547        18.262        21.532 
    coh5680:k=57.8036,b=0        1.85          2.25          2.65         3.15         3.75          4.55          9.15         10.95         13.05         15.55         18.35         21.45 
    coh5681:k=57.8136,b=0        1.85          2.25          2.65         3.15         3.75          4.55          9.15         10.95         13.05         15.55         18.35         21.45 
    coh5682:k=57.8236,b=0        1.85          2.25          2.65         3.15         3.75          4.55          9.15         10.95         13.05         15.55         18.35         21.45 
    coh5683:k=57.8336,b=0        1.85          2.25          2.65         3.15         3.75          4.55          9.15         10.95         13.05         15.55        18.009        21.516 

tb_pol_w
                             z1_0_34741    z2_0_40076    z3_0_4623    z4_0_5333    z5_0_61519    z6_0_70966    z10_1_2567    z11_1_4496    z12_1_6723    z13_1_9291    z14_2_2253    z15_2_567
                             __________    __________    _________    _________    __________    __________    __________    __________    __________    __________    __________    _________

    coh1:k=1,b=0                0.169         0.173         0.181        0.189        0.195         0.201         0.225         0.231         0.235         0.239         0.241         0.247 
    coh2:k=1.01,b=0           0.17069       0.17877       0.18685      0.19089      0.20099       0.20907       0.22927       0.23331       0.23937       0.24139       0.24947       0.24947 
    coh3:k=1.02,b=0            0.1785       0.18258       0.19074       0.1989      0.20298       0.21114       0.23358        0.2397       0.24174        0.2499        0.2499       0.25398 
    coh4:k=1.03001,b=0        0.18025       0.18849       0.19467      0.20085      0.20909       0.21527       0.23999       0.24205       0.25029       0.25029       0.25647       0.26059 
    coh5:k=1.04001,b=0        0.18824       0.19032       0.20072      0.20904      0.21112       0.21944       0.24024       0.24856       0.25064       0.25896       0.26104       0.26104 
    coh6:k=1.05001,b=0        0.19005       0.19845       0.20475      0.21105      0.21945       0.22365       0.24885       0.25095       0.25935       0.25935       0.26355       0.26985 
    coh7:k=1.06001,b=0         0.1961       0.20034       0.20882       0.2173      0.22154       0.23002       0.25122        0.2597        0.2597       0.26606        0.2703        0.2703 
    coh8:k=1.07002,b=0        0.20009       0.20865       0.21293      0.21935      0.23005       0.23219       0.25787       0.26001       0.26643       0.27071       0.27071       0.27713 
    coh9:k=1.08002,b=0        0.20628        0.2106       0.21924      0.22572      0.23004       0.23868       0.26028       0.26676       0.27108       0.27324       0.27972       0.27972 
    coh10:k=1.09002,b=0       0.21037       0.21909       0.22127      0.22999      0.23871       0.24089       0.26706       0.26924        0.2736       0.28014       0.28014        0.2845 
    coh11:k=1.10002,b=0        0.2145        0.2211       0.22991      0.23651      0.24091       0.24971       0.26951       0.27391       0.28051       0.28051       0.28711       0.28931 
    coh12:k=1.11003,b=0        0.2209       0.22756         0.232      0.24088      0.24754       0.25198       0.27418       0.28084       0.28084       0.28972       0.28972       0.29194 
    coh13:k=1.12003,b=0       0.22513       0.22961       0.23857      0.24529      0.24977       0.25873       0.27889       0.28337       0.29009       0.29009       0.29457       0.29905 
    coh14:k=1.13003,b=0        0.2294       0.23844        0.2407      0.24974      0.25878       0.26104       0.28364       0.29042       0.29042        0.2972       0.29946       0.30172 
    coh15:k=1.14003,b=0       0.23599       0.24055       0.24967      0.25423      0.26107       0.27019       0.29071       0.29071       0.29983       0.29983       0.30439       0.30895 
    coh16:k=1.15004,b=0       0.24036       0.24956       0.25186      0.26106      0.26796       0.27026       0.29326       0.30016       0.30016       0.30706       0.30936       0.31166 
    coh17:k=1.16004,b=0       0.24709       0.25173       0.25869      0.26565      0.27029       0.27957       0.30045       0.30045       0.30973       0.30973       0.31205       0.31669 
    coh18:k=1.17004,b=0       0.25156       0.25858       0.26326      0.27028       0.2773       0.28198        0.3007       0.31006       0.31006       0.31474       0.31942       0.31942 
    coh19:k=1.18004,b=0       0.25843       0.26079       0.27023      0.27495      0.27967       0.28911       0.31035       0.31035       0.31743       0.31979       0.32215       0.32451 
    coh20:k=1.19005,b=0       0.26062       0.27014       0.27252      0.27966      0.28918       0.29156        0.3106       0.32012       0.32012        0.3225       0.32964       0.32964 
    coh21:k=1.20005,b=0       0.26761       0.27241       0.27961      0.28681      0.29161       0.29881       0.31801       0.32041       0.32521       0.33001       0.33001       0.33481 
    coh22:k=1.21005,b=0       0.26984       0.27952       0.28436      0.29162      0.29888        0.3013       0.32066       0.32792       0.33034       0.33276        0.3376       0.34002 
    coh23:k=1.22005,b=0       0.27939       0.28183       0.28915      0.29647      0.30135       0.30867       0.32819       0.33063       0.33551       0.34039       0.34039       0.34283 
    coh24:k=1.23006,b=0       0.28168       0.28906       0.29644      0.30136      0.30874        0.3112       0.33088       0.33827       0.34073       0.34073       0.34811       0.35057 
    coh25:k=1.24006,b=0       0.28893       0.29389       0.30133      0.30877      0.31125       0.31869       0.33854       0.34102       0.34598       0.34846       0.35094       0.35094 
    coh26:k=1.25006,b=0       0.29376       0.30126       0.30626      0.31126      0.31877       0.32127       0.34127       0.34877       0.34877       0.35127       0.35627       0.35877 
    coh27:k=1.26006,b=0       0.30115        0.3062       0.31124       0.3188      0.32132       0.32888       0.34904       0.35156       0.35408       0.35912       0.35912       0.36164 
    coh28:k=1.27006,b=0       0.30609       0.31117       0.31879      0.32133      0.32895       0.33403       0.35181       0.35689       0.35943       0.36197       0.36451       0.36959 
    coh29:k=1.28007,b=0       0.31106       0.31874        0.3213      0.32898       0.3341       0.33922        0.3597        0.3597       0.36482       0.36994       0.36994       0.36994 
    coh30:k=1.29007,b=0       0.31865       0.32123       0.32897      0.33413      0.33929       0.34445       0.36251       0.36767       0.37025       0.37025       0.37541       0.37799 
    coh31:k=1.30007,b=0       0.32112       0.32892       0.33152      0.33932      0.34452       0.34972       0.36792       0.37052       0.37312       0.37832       0.38092       0.38092 
    coh32:k=1.31007,b=0       0.32883       0.33145       0.33931      0.34455      0.34979       0.35503       0.37075       0.37861       0.37861       0.38123       0.38385       0.38909 
    coh33:k=1.32008,b=0       0.33134       0.33926       0.34454      0.34982      0.35774       0.36038       0.37886        0.3815       0.38414       0.38942       0.38942       0.38942 
    coh34:k=1.33008,b=0       0.33917       0.34449       0.34981      0.35779      0.36045       0.36843       0.38173       0.38971       0.38971       0.38971       0.39503       0.39769 
    coh35:k=1.34008,b=0        0.3444       0.34976        0.3578      0.36048      0.36852        0.3712       0.38996       0.38996       0.39532         0.398       0.40068       0.40068 
    coh36:k=1.35008,b=0       0.34967       0.35777       0.36047      0.36857      0.37127       0.37937       0.39287       0.39827       0.40097       0.40097       0.40368       0.40638 
    coh37:k=1.36009,b=0        0.3577       0.36042       0.36858       0.3713      0.37946       0.38218       0.39851       0.40123       0.40395       0.40939       0.40939       0.40939 
    coh38:k=1.37009,b=0       0.36033       0.36855       0.37129      0.37951      0.38225       0.39048       0.40418       0.40966       0.40966        0.4124        0.4124       0.41788 
    coh39:k=1.38009,b=0       0.36848         0.374       0.37953      0.38505      0.39057       0.39333       0.40989       0.40989       0.41541       0.41817       0.42093       0.42093 
    coh40:k=1.39009,b=0       0.37394        0.3795       0.38506      0.39062      0.39618       0.39896       0.41564       0.41842        0.4212        0.4212       0.42398       0.42676 
    coh41:k=1.4001,b=0        0.37943       0.38503       0.39063      0.39623      0.39903       0.40463       0.42143       0.42143       0.42703       0.42983       0.42983       0.42983 
    coh42:k=1.4101,b=0        0.38778        0.3906       0.39906      0.40188      0.40752       0.41034       0.42726       0.43008       0.43008       0.43008        0.4329       0.43572 
    coh43:k=1.4201,b=0        0.39053       0.39905       0.40189      0.40757      0.41041       0.41893       0.43029       0.43313       0.43597       0.43881       0.43881       0.44165 
    coh44:k=1.4301,b=0          0.399       0.40186       0.41044       0.4133      0.41902       0.42188       0.43904       0.43904        0.4419        0.4419       0.44476       0.44762 
    coh45:k=1.44011,b=0       0.40467       0.41043       0.41331      0.41907      0.42195       0.42771       0.44211       0.44499       0.44787       0.45075       0.45075       0.45075 
    coh46:k=1.45011,b=0       0.41038       0.41618       0.41908      0.42488      0.43068       0.43358       0.44808       0.45098       0.45098       0.45098       0.45388       0.45678 
    coh47:k=1.46011,b=0       0.41905       0.42197       0.42781      0.43073      0.43657       0.43949       0.45117       0.45409       0.45993       0.45993       0.45993       0.45993 
    coh48:k=1.47011,b=0       0.42192        0.4278       0.43074      0.43662      0.43956       0.44544       0.46015       0.46015       0.46015       0.46309       0.46603       0.46897 
    coh49:k=1.48012,b=0       0.43071       0.43367       0.43959      0.44255      0.44847       0.45144       0.46328       0.46624        0.4692        0.4692        0.4692       0.47216 
    coh50:k=1.49012,b=0        0.4366       0.43958       0.44256      0.44853      0.45151       0.45747       0.46939       0.46939       0.47237       0.47535       0.47535       0.47833 
    coh5634:k=57.3435,b=0      49.946        49.946        49.946       49.946       49.946        49.946        49.946        49.946        49.946        49.946        49.946        49.946 
    coh5635:k=57.3535,b=0      49.955        49.955        49.955       49.955       49.955        49.955        49.955        49.955        49.955        49.955        49.955        49.955 
    coh5636:k=57.3635,b=0      49.964        49.964        49.964       49.964       49.964        49.964        49.964        49.964        49.964        49.964        49.964        49.964 
    coh5637:k=57.3735,b=0      49.972        49.972        49.972       49.972       49.972        49.972        49.972        49.972        49.972        49.972        49.972        49.972 
    coh5638:k=57.3835,b=0      49.981        49.981        49.981       49.981       49.981        49.981        49.981        49.981        49.981        49.981        49.981        49.981 
    coh5639:k=57.3935,b=0       49.99         49.99         49.99        49.99        49.99         49.99         49.99         49.99         49.99         49.99         49.99         49.99 
    coh5640:k=57.4035,b=0      49.998        49.998        49.998       49.998       49.998        49.998        49.998        49.998        49.998        49.998        49.998        49.998 
    coh5641:k=57.4135,b=0      50.007        50.007        50.007       50.007       50.007        50.007        50.007        50.007        50.007        50.007        50.007        50.007 
    coh5642:k=57.4235,b=0      50.016        50.016        50.016       50.016       50.016        50.016        50.016        50.016        50.016        50.016        50.016        49.901 
    coh5643:k=57.4335,b=0      50.025        50.025        50.025       50.025       50.025        50.025        50.025        50.025         49.91         49.91         49.91         49.91 
    coh5644:k=57.4435,b=0      50.033        50.033        50.033       50.033       49.918        49.918        49.918        49.918        49.918        49.918        49.918        49.918 
    coh5645:k=57.4535,b=0      49.927        49.927        49.927       49.927       49.927        49.927        49.927        49.927        49.927        49.927        49.927        49.927 
    coh5646:k=57.4635,b=0      49.936        49.936        49.936       49.936       49.936        49.936        49.936        49.936        49.936        49.936        49.936        49.936 
    coh5647:k=57.4735,b=0      49.945        49.945        49.945       49.945       49.945        49.945        49.945        49.945        49.945        49.945        49.945        49.945 
    coh5648:k=57.4835,b=0      49.953        49.953        49.953       49.953       49.953        49.953        49.953        49.953        49.953        49.953        49.953        49.953 
    coh5649:k=57.4935,b=0      49.962        49.962        49.962       49.962       49.962        49.962        49.962        49.962        49.962        49.962        49.962        49.962 
    coh5650:k=57.5035,b=0      49.971        49.971        49.971       49.971       49.971        49.971        49.971        49.971        49.971        49.971        49.971        49.971 
    coh5651:k=57.5135,b=0      49.979        49.979        49.979       49.979       49.979        49.979        49.979        49.979        49.979        49.979        49.979        49.979 
    coh5652:k=57.5235,b=0      49.988        49.988        49.988       49.988       49.988        49.988        49.988        49.988        49.988        49.988        49.988        49.988 
    coh5653:k=57.5335,b=0      49.997        49.997        49.997       49.997       49.997        49.997        49.997        49.997        49.997        49.997        49.997        49.997 
    coh5654:k=57.5436,b=0      50.005        50.005        50.005       50.005       50.005        50.005        50.005        50.005        50.005        50.005        50.005        50.005 
    coh5655:k=57.5536,b=0      50.014        50.014        50.014       50.014       50.014        50.014        50.014        50.014        50.014        50.014        50.014        50.014 
    coh5656:k=57.5636,b=0      50.023        50.023        50.023       50.023       50.023        50.023        50.023        50.023        50.023        50.023        49.908        49.908 
    coh5657:k=57.5736,b=0      50.031        50.031        50.031       50.031       50.031        50.031        49.916        49.916        49.916        49.916        49.916        49.916 
    coh5658:k=57.5836,b=0      49.925        49.925        49.925       49.925       49.925        49.925        49.925        49.925        49.925        49.925        49.925        49.925 
    coh5659:k=57.5936,b=0      49.934        49.934        49.934       49.934       49.934        49.934        49.934        49.934        49.934        49.934        49.934        49.934 
    coh5660:k=57.6036,b=0      49.942        49.942        49.942       49.942       49.942        49.942        49.942        49.942        49.942        49.942        49.942        49.942 
    coh5661:k=57.6136,b=0      49.951        49.951        49.951       49.951       49.951        49.951        49.951        49.951        49.951        49.951        49.951        49.951 
    coh5662:k=57.6236,b=0       49.96         49.96         49.96        49.96        49.96         49.96         49.96         49.96         49.96         49.96         49.96         49.96 
    coh5663:k=57.6336,b=0      49.968        49.968        49.968       49.968       49.968        49.968        49.968        49.968        49.968        49.968        49.968        49.968 
    coh5664:k=57.6436,b=0      49.977        49.977        49.977       49.977       49.977        49.977        49.977        49.977        49.977        49.977        49.977        49.977 
    coh5665:k=57.6536,b=0      49.986        49.986        49.986       49.986       49.986        49.986        49.986        49.986        49.986        49.986        49.986        49.986 
    coh5666:k=57.6636,b=0      49.994        49.994        49.994       49.994       49.994        49.994        49.994        49.994        49.994        49.994        49.994        49.994 
    coh5667:k=57.6736,b=0      50.003        50.003        50.003       50.003       50.003        50.003        50.003        50.003        50.003        50.003        50.003        50.003 
    coh5668:k=57.6836,b=0      50.012        50.012        50.012       50.012       50.012        50.012        50.012        50.012        50.012        50.012        50.012        50.012 
    coh5669:k=57.6936,b=0       50.02         50.02         50.02        50.02        50.02         50.02         50.02         50.02         50.02         50.02         50.02        49.905 
    coh5670:k=57.7036,b=0      50.029        50.029        50.029       50.029       50.029        50.029        50.029        50.029        49.914        49.914        49.914        49.914 
    coh5671:k=57.7136,b=0      50.038        50.038        50.038       50.038       49.922        49.922        49.922        49.922        49.922        49.922        49.922        49.922 
    coh5672:k=57.7236,b=0      49.931        49.931        49.931       49.931       49.931        49.931        49.931        49.931        49.931        49.931        49.931        49.931 
    coh5673:k=57.7336,b=0       49.94         49.94         49.94        49.94        49.94         49.94         49.94         49.94         49.94         49.94         49.94         49.94 
    coh5674:k=57.7436,b=0      49.948        49.948        49.948       49.948       49.948        49.948        49.948        49.948        49.948        49.948        49.948        49.948 
    coh5675:k=57.7536,b=0      49.957        49.957        49.957       49.957       49.957        49.957        49.957        49.957        49.957        49.957        49.957        49.957 
    coh5676:k=57.7636,b=0      49.966        49.966        49.966       49.966       49.966        49.966        49.966        49.966        49.966        49.966        49.966        49.966 
    coh5677:k=57.7736,b=0      49.974        49.974        49.974       49.974       49.974        49.974        49.974        49.974        49.974        49.974        49.974        49.974 
    coh5678:k=57.7836,b=0      49.983        49.983        49.983       49.983       49.983        49.983        49.983        49.983        49.983        49.983        49.983        49.983 
    coh5679:k=57.7936,b=0      49.991        49.991        49.991       49.991       49.991        49.991        49.991        49.991        49.991        49.991        49.991        49.991 
    coh5680:k=57.8036,b=0          50            50            50           50           50            50            50            50            50            50            50            50 
    coh5681:k=57.8136,b=0      50.009        50.009        50.009       50.009       50.009        50.009        50.009        50.009        50.009        50.009        50.009        50.009 
    coh5682:k=57.8236,b=0      50.017        50.017        50.017       50.017       50.017        50.017        50.017        50.017        50.017        50.017        50.017        50.017 
    coh5683:k=57.8336,b=0      50.026        50.026        50.026       50.026       50.026        50.026        50.026        50.026        50.026        50.026         49.91         49.91 

end