2nd Stage Optimization for Risky + Safe Asset (Save + Borr + R Shock) Interpolated-Percentage
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Contents
- FF_IPWKBZR_EVF solves the k' vs b' problem given aggregate savings
- Default
- Parse Parameters
- Integrate E(V(coh(k',b',zr),zw',zr')|zw,zr)
- Reshape E(V(coh,z'|z,w)) to allow for maxing
- Maximize max_{k'}(E(V(coh(k',b'=w-k'),z'|z,w)) optimal value and index
- Reindex K' and B' Choices for each State at the Optimal w'=k'+b' choice
- Graph
- Generate Limited Legends
- Graph 1, V and EV
- Graph 2, max(EV)
- Graph 3, at max(EV) optimal choice category, color regions, borrow save
- Graph 4, Optimal K' and B' Levels
- Display Various Containers
- Display 1 support_map
- Display 2 armt_map
- Display 3 param_map
- Display 4 func_map
function [mt_ev_condi_z_max, mt_ev_condi_z_max_idx, mt_ev_condi_z_max_kp, mt_ev_condi_z_max_bp] = ff_ipwkbzr_evf(varargin)
FF_IPWKBZR_EVF solves the k' vs b' problem given aggregate savings
This function follows the structure set up here: ff_wkz_evf but now we solve the second stage with percentage choice grid
We solve along a vector of w_n vector, that is an interpolation vector, not a vector of actual w choices picked in the first stage. k' choices are in terms of percentages. Compared to ff_wkz_evf where we only had an upper triangle of choices, now we have a full matrix of percentage choices.
@param mt_val matrix state_n I^2 by shock_n. This is the value matrix each row is a feasible reachable state given the choice vectors/matrix and each column is a shock state.
@param param_map container parameter container
@param support_map container support container
@param armt_map container container with states, choices and shocks grids that are inputs for grid based solution algorithm
@return mt_ev_condi_z_max matrix choice_w_n by shock_n max_{k'}(E(V(coh(k',b'=w-k'),z'|z,w)) conditional on z and w, at the optimal k' choice (w=k'+b') what is the expected utility? This is the value result from the 2nd stage problem. Note the result integrates over z'.
@return mt_ev_condi_z_max_idx matrix choice_w_n by shock_n this is the argmax from max_{k'}(E(V(coh(k',b'=w-k'),z'|z,w)). Given the vector of k' choices, which index maximized conditional on z and w integrating over z'/
@return mt_ev_condi_z_max_kp matrix choice_w_level_n by shock_n the k' choice at max_{k'}(E(V(coh(k',b'=w-k'),z'|z,w))
@return mt_ev_condi_z_max_bp matrix choice_w_n by shock_n the b'=w-k' choice at max_{k'}(E(V(coh(k',b'=w-k'),z'|z,w))
@example
@include
Default
if (~isempty(varargin)) % override when called from outside [clmt_val_wkb_interpolated, param_map, support_map, armt_map] = varargin{:}; else close all; % Not default parameters, but parameters that generate defaults [param_map, support_map] = ffs_ipwkbzr_set_default_param(); support_map('bl_graph_evf') = true; bl_display_evf = true; support_map('bl_display_evf') = bl_display_evf; st_param_which = 'default'; if (ismember(st_param_which, ['default'])) param_map('it_ak_perc_n') = 250; elseif ismember(st_param_which, ['small']) param_map('fl_z_r_borr_n') = 2; param_map('it_z_wage_n') = 3; param_map('it_z_n') = param_map('it_z_wage_n') * param_map('fl_z_r_borr_n'); param_map('fl_b_bd') = -20; % borrow bound, = 0 if save only param_map('fl_default_aprime') = 0; param_map('bl_default') = 0; % if borrowing is default allowed param_map('fl_w_min') = param_map('fl_b_bd'); param_map('it_w_perc_n') = 7; param_map('it_ak_perc_n') = 7; param_map('fl_w_interp_grid_gap') = 2; param_map('fl_coh_interp_grid_gap') = 2; param_map('fl_z_r_borr_min') = 0.025; param_map('fl_z_r_borr_max') = 0.95; param_map('fl_z_r_borr_n') = 3; elseif ismember(st_param_which, ['ff_ipwkbzr_evf']) % ff_ipwkbzr_evf default param_map('fl_z_r_borr_min') = 0.025; param_map('fl_z_r_borr_max') = 0.025; param_map('fl_z_r_borr_n') = 1; param_map('it_ak_perc_n') = 250; param_map('fl_r_save') = 0.025; end % Dimension Adjustments param_map('it_z_n') = param_map('it_z_wage_n') * param_map('fl_z_r_borr_n'); param_map('fl_w_interp_grid_gap') = (param_map('fl_w_max')-param_map('fl_b_bd'))/param_map('it_ak_perc_n'); % Generate Grids [armt_map, func_map] = ffs_ipwkbzr_get_funcgrid(param_map, support_map); % Get Defaults params_group = values(param_map, {'it_z_n', 'fl_z_r_borr_n'}); [it_z_n, fl_z_r_borr_n] = params_group{:}; params_group = values(param_map, {'st_v_coh_z_interp_method'}); [st_v_coh_z_interp_method] = params_group{:}; params_group = values(armt_map, {'mt_coh_wkb', 'ar_z_r_borr', 'ar_ak_perc', 'ar_w_level'}); [mt_coh_wkb, ar_z_r_borr, ar_ak_perc, ar_w_level] = params_group{:}; params_group = values(func_map, {'f_util_standin_coh'}); [f_util_standin_coh] = params_group{:}; % Note that for the testing function below, ar_z_r_borr does not need % to matter for testing, meaning V(coh, zw, zr_j) = V(coh, zw, zr_i). % With integration it matters. This is an important point, for just % last period debt, if no new borrowing choices are made, it does not % matter what new zr shocks are, just what last period rates are. But % once the problem is dynamic. But the object of interest here is: % EV(k', b', zw, zr), conditionally on the same k'/b', will zr have an % impact? yes it will, even just through interest rate on b'. % mt_coh_wkb is: (I^k x I^w x M^r) by (M^z) % mt_coh_wkb(:) is: (I^k x I^w x M^r x M^z) by 1 % ar_z_r_borr is: 1 by M^r % mt_val is: (I^k x I^w x M^r x M^z) by (M^r) mt_val = f_util_standin_coh(mt_coh_wkb(:), ar_z_r_borr); % mt_val is: (I^k x I^w x M^r) by (M^z x M^r) mt_val = reshape(mt_val, [size(mt_coh_wkb, 1), it_z_n]); if (ismember(st_v_coh_z_interp_method, ["method_idx_a", "method_idx_b", "method_cell"])) it_ak_perc_n = length(ar_ak_perc); it_w_interp_n = length(ar_w_level); it_wak_n = it_w_interp_n*it_ak_perc_n; clmt_val_wkb_interpolated = cell([fl_z_r_borr_n, 1]); for it_z_r_borr_ctr = 1:1:fl_z_r_borr_n it_mt_val_row_start = it_wak_n*(it_z_r_borr_ctr-1) + 1; it_mt_val_row_end = it_mt_val_row_start + it_wak_n - 1; clmt_val_wkb_interpolated{it_z_r_borr_ctr} = ... mt_val(it_mt_val_row_start:it_mt_val_row_end, :); end elseif (ismember(st_v_coh_z_interp_method, ["method_matrix", "method_mat_seg"])) clmt_val_wkb_interpolated = mt_val; end % Display Parameters if (bl_display_evf) fft_container_map_display(param_map); fft_container_map_display(support_map); end end
---------------------------------------- xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx Display Parameters Specific to IPWKBZR xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx ---------------------------------------- ---------------------------------------- xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx Begin: Show all key and value pairs from container CONTAINER NAME: PARAM_MAP ---------------------------------------- Map with properties: Count: 20 KeyType: char ValueType: any xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx ---------------------------------------- ---------------------------------------- pos = 17 ; key = st_model ; val = ipwkbzr pos = 18 ; key = st_v_coh_z_interp_method ; val = method_cell pos = 19 ; key = st_z_r_borr_drv_ele_type ; val = unif pos = 20 ; key = st_z_r_borr_drv_prb_type ; val = poiss ---------------------------------------- xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx Scalars in Container and Sizes and Basic Statistics xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx i idx value __ ___ _____ bl_default 1 1 1 fl_b_bd 2 2 -20 fl_c_min 3 3 0.02 fl_default_wprime 4 4 0 fl_k_max 5 5 70 fl_w_max 6 6 50 fl_w_min 7 7 -20 fl_z_r_borr_max 8 8 0.095 fl_z_r_borr_min 9 9 0.025 fl_z_r_borr_n 10 10 5 fl_z_r_borr_poiss_mean 11 11 20 fl_z_wage_mu 12 12 0 fl_z_wage_rho 13 13 0.8 fl_z_wage_sig 14 14 0.2 it_z_n 15 15 55 it_z_wage_n 16 16 11 ---------------------------------------- ---------------------------------------- xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx Begin: Show all key and value pairs from container CONTAINER NAME: SUPPORT_MAP ---------------------------------------- Map with properties: Count: 5 KeyType: char ValueType: any xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx ---------------------------------------- ---------------------------------------- pos = 1 ; key = st_img_path ; val = C:/Users/fan/CodeDynaAsset//m_ipwkbzr//solve/img/ pos = 2 ; key = st_mat_path ; val = C:/Users/fan/CodeDynaAsset//m_ipwkbzr//solve/mat/ pos = 3 ; key = st_mat_test_path ; val = C:/Users/fan/CodeDynaAsset//m_ipwkbzr//test/ff_ipwkbzr_ds_vecsv/mat/ pos = 4 ; key = st_matimg_path_root ; val = C:/Users/fan/CodeDynaAsset//m_ipwkbzr/ pos = 5 ; key = st_profile_path ; val = C:/Users/fan/CodeDynaAsset//m_ipwkbzr//solve/profile/ ---------------------------------------- xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx Display All Parameters with IPWKBZR overriding IPWKBZR xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx ---------------------------------------- ---------------------------------------- xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx Begin: Show all key and value pairs from container CONTAINER NAME: PARAM_MAP ---------------------------------------- Map with properties: Count: 41 KeyType: char ValueType: any xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx ---------------------------------------- ---------------------------------------- pos = 37 ; key = st_analytical_stationary_type ; val = eigenvector pos = 38 ; key = st_model ; val = ipwkbzr pos = 39 ; key = st_v_coh_z_interp_method ; val = method_cell pos = 40 ; key = st_z_r_borr_drv_ele_type ; val = unif pos = 41 ; key = st_z_r_borr_drv_prb_type ; val = poiss ---------------------------------------- xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx Scalars in Container and Sizes and Basic Statistics xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx i idx value __ ___ _______ bl_default 1 1 1 fl_Amean 2 2 1 fl_alpha 3 3 0.36 fl_b_bd 4 4 -20 fl_beta 5 5 0.94 fl_c_min 6 6 0.02 fl_coh_interp_grid_gap 7 7 0.1 fl_crra 8 8 1.5 fl_default_wprime 9 9 0 fl_delta 10 10 0.08 fl_k_max 11 11 70 fl_k_min 12 12 0 fl_nan_replace 13 13 -9999 fl_r_save 14 14 0.025 fl_tol_dist 15 15 1e-05 fl_tol_pol 16 16 1e-05 fl_tol_val 17 17 1e-05 fl_w 18 18 0.44365 fl_w_interp_grid_gap 19 19 0.1 fl_w_max 20 20 50 fl_w_min 21 21 -20 fl_z_r_borr_max 22 22 0.095 fl_z_r_borr_min 23 23 0.025 fl_z_r_borr_n 24 24 5 fl_z_r_borr_poiss_mean 25 25 20 fl_z_wage_mu 26 26 0 fl_z_wage_rho 27 27 0.8 fl_z_wage_sig 28 28 0.2 it_ak_perc_n 29 29 50 it_c_interp_grid_gap 30 30 0.0001 it_maxiter_dist 31 31 1000 it_maxiter_val 32 32 250 it_tol_pol_nochange 33 33 25 it_w_perc_n 34 34 50 it_z_n 35 35 55 it_z_wage_n 36 36 11 ---------------------------------------- ---------------------------------------- xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx Begin: Show all key and value pairs from container CONTAINER NAME: SUPPORT_MAP ---------------------------------------- Map with properties: Count: 43 KeyType: char ValueType: any xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx ---------------------------------------- ---------------------------------------- pos = 29 ; key = st_img_name_main ; val = _default pos = 30 ; key = st_img_path ; val = C:/Users/fan/CodeDynaAsset//m_ipwkbzr//solve/img/ pos = 31 ; key = st_img_prefix ; val = pos = 32 ; key = st_img_suffix ; val = _p4.png pos = 33 ; key = st_mat_name_main ; val = _default pos = 34 ; key = st_mat_path ; val = C:/Users/fan/CodeDynaAsset//m_ipwkbzr//solve/mat/ pos = 35 ; key = st_mat_prefix ; val = pos = 36 ; key = st_mat_suffix ; val = _p4 pos = 37 ; key = st_mat_test_path ; val = C:/Users/fan/CodeDynaAsset//m_ipwkbzr//test/ff_ipwkbzr_ds_vecsv/mat/ pos = 38 ; key = st_matimg_path_root ; val = C:/Users/fan/CodeDynaAsset//m_ipwkbzr/ pos = 39 ; key = st_profile_name_main ; val = _default pos = 40 ; key = st_profile_path ; val = C:/Users/fan/CodeDynaAsset//m_ipwkbzr//solve/profile/ pos = 41 ; key = st_profile_prefix ; val = pos = 42 ; key = st_profile_suffix ; val = _p4 pos = 43 ; key = st_title_prefix ; val = ---------------------------------------- xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx Scalars in Container and Sizes and Basic Statistics xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx i idx value __ ___ _____ bl_display 1 1 0 bl_display_defparam 2 2 1 bl_display_dist 3 3 0 bl_display_evf 4 4 0 bl_display_final 5 5 1 bl_display_final_dist 6 6 0 bl_display_final_dist_detail 7 7 0 bl_display_funcgrids 8 8 0 bl_graph 9 9 1 bl_graph_coh_t_coh 10 10 1 bl_graph_evf 11 11 0 bl_graph_funcgrids 12 12 0 bl_graph_funcgrids_detail 13 13 0 bl_graph_onebyones 14 14 1 bl_graph_pol_lvl 15 15 1 bl_graph_pol_pct 16 16 1 bl_graph_val 17 17 1 bl_img_save 18 18 0 bl_mat 19 19 0 bl_post 20 20 1 bl_profile 21 21 0 bl_profile_dist 22 22 0 bl_time 23 23 0 it_display_every 24 24 5 it_display_final_colmax 25 25 12 it_display_final_rowmax 26 26 100 it_display_summmat_colmax 27 27 7 it_display_summmat_rowmax 28 28 7 ---------------------------------------- ---------------------------------------- xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx Begin: Show all key and value pairs from container CONTAINER NAME: PARAM_MAP ---------------------------------------- Map with properties: Count: 41 KeyType: char ValueType: any xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx ---------------------------------------- ---------------------------------------- pos = 37 ; key = st_analytical_stationary_type ; val = eigenvector pos = 38 ; key = st_model ; val = ipwkbzr pos = 39 ; key = st_v_coh_z_interp_method ; val = method_cell pos = 40 ; key = st_z_r_borr_drv_ele_type ; val = unif pos = 41 ; key = st_z_r_borr_drv_prb_type ; val = poiss ---------------------------------------- xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx Scalars in Container and Sizes and Basic Statistics xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx i idx value __ ___ _______ bl_default 1 1 1 fl_Amean 2 2 1 fl_alpha 3 3 0.36 fl_b_bd 4 4 -20 fl_beta 5 5 0.94 fl_c_min 6 6 0.02 fl_coh_interp_grid_gap 7 7 0.1 fl_crra 8 8 1.5 fl_default_wprime 9 9 0 fl_delta 10 10 0.08 fl_k_max 11 11 70 fl_k_min 12 12 0 fl_nan_replace 13 13 -9999 fl_r_save 14 14 0.025 fl_tol_dist 15 15 1e-05 fl_tol_pol 16 16 1e-05 fl_tol_val 17 17 1e-05 fl_w 18 18 0.44365 fl_w_interp_grid_gap 19 19 0.28 fl_w_max 20 20 50 fl_w_min 21 21 -20 fl_z_r_borr_max 22 22 0.095 fl_z_r_borr_min 23 23 0.025 fl_z_r_borr_n 24 24 5 fl_z_r_borr_poiss_mean 25 25 20 fl_z_wage_mu 26 26 0 fl_z_wage_rho 27 27 0.8 fl_z_wage_sig 28 28 0.2 it_ak_perc_n 29 29 250 it_c_interp_grid_gap 30 30 0.0001 it_maxiter_dist 31 31 1000 it_maxiter_val 32 32 250 it_tol_pol_nochange 33 33 25 it_w_perc_n 34 34 50 it_z_n 35 35 55 it_z_wage_n 36 36 11 ---------------------------------------- ---------------------------------------- xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx Begin: Show all key and value pairs from container CONTAINER NAME: SUPPORT_MAP ---------------------------------------- Map with properties: Count: 43 KeyType: char ValueType: any xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx ---------------------------------------- ---------------------------------------- pos = 29 ; key = st_img_name_main ; val = _default pos = 30 ; key = st_img_path ; val = C:/Users/fan/CodeDynaAsset//m_ipwkbzr//solve/img/ pos = 31 ; key = st_img_prefix ; val = pos = 32 ; key = st_img_suffix ; val = _p4.png pos = 33 ; key = st_mat_name_main ; val = _default pos = 34 ; key = st_mat_path ; val = C:/Users/fan/CodeDynaAsset//m_ipwkbzr//solve/mat/ pos = 35 ; key = st_mat_prefix ; val = pos = 36 ; key = st_mat_suffix ; val = _p4 pos = 37 ; key = st_mat_test_path ; val = C:/Users/fan/CodeDynaAsset//m_ipwkbzr//test/ff_ipwkbzr_ds_vecsv/mat/ pos = 38 ; key = st_matimg_path_root ; val = C:/Users/fan/CodeDynaAsset//m_ipwkbzr/ pos = 39 ; key = st_profile_name_main ; val = _default pos = 40 ; key = st_profile_path ; val = C:/Users/fan/CodeDynaAsset//m_ipwkbzr//solve/profile/ pos = 41 ; key = st_profile_prefix ; val = pos = 42 ; key = st_profile_suffix ; val = _p4 pos = 43 ; key = st_title_prefix ; val = ---------------------------------------- xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx Scalars in Container and Sizes and Basic Statistics xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx i idx value __ ___ _____ bl_display 1 1 0 bl_display_defparam 2 2 1 bl_display_dist 3 3 0 bl_display_evf 4 4 1 bl_display_final 5 5 1 bl_display_final_dist 6 6 0 bl_display_final_dist_detail 7 7 0 bl_display_funcgrids 8 8 0 bl_graph 9 9 1 bl_graph_coh_t_coh 10 10 1 bl_graph_evf 11 11 1 bl_graph_funcgrids 12 12 0 bl_graph_funcgrids_detail 13 13 0 bl_graph_onebyones 14 14 1 bl_graph_pol_lvl 15 15 1 bl_graph_pol_pct 16 16 1 bl_graph_val 17 17 1 bl_img_save 18 18 0 bl_mat 19 19 0 bl_post 20 20 1 bl_profile 21 21 0 bl_profile_dist 22 22 0 bl_time 23 23 0 it_display_every 24 24 5 it_display_final_colmax 25 25 12 it_display_final_rowmax 26 26 100 it_display_summmat_colmax 27 27 7 it_display_summmat_rowmax 28 28 7
Parse Parameters
% armt_map params_group = values(armt_map, {'ar_z_r_borr_mesh_wage_w1r2', 'ar_z_wage_mesh_r_borr_w1r2'}); [ar_z_r_borr_mesh_wage_w1r2, ar_z_wage_mesh_r_borr_w1r2] = params_group{:}; params_group = values(armt_map, {'mt_z_trans', 'ar_ak_perc', 'ar_w_level', 'ar_k_mesha', 'ar_a_meshk', 'ar_aplusk_mesh'}); [mt_z_trans, ar_ak_perc, ar_w_level, ar_k_mesha, ar_a_meshk, ar_aplusk_mesh] = params_group{:}; % param_map params_group = values(param_map, {'it_z_n', 'fl_z_r_borr_n', 'it_z_wage_n'}); [it_z_n, fl_z_r_borr_n, it_z_wage_n] = params_group{:}; params_group = values(param_map, {'fl_nan_replace', 'fl_b_bd'}); [fl_nan_replace, fl_b_bd] = params_group{:}; params_group = values(param_map, {'st_v_coh_z_interp_method'}); [st_v_coh_z_interp_method] = params_group{:}; % support_map params_group = values(support_map, {'bl_graph_onebyones','bl_display_evf', 'bl_graph_evf'}); [bl_graph_onebyones, bl_display_evf, bl_graph_evf] = params_group{:}; params_group = values(support_map, {'bl_img_save', 'st_img_path', 'st_img_prefix', 'st_img_name_main', 'st_img_suffix'}); [bl_img_save, st_img_path, st_img_prefix, st_img_name_main, st_img_suffix] = params_group{:}; params_group = values(support_map, {'it_display_summmat_rowmax', 'it_display_summmat_colmax'}); [it_display_summmat_rowmax, it_display_summmat_colmax] = params_group{:}; % append function name st_func_name = 'ff_ipwkbzr_evf'; st_img_name_main = [st_func_name st_img_name_main];
Integrate E(V(coh(k',b',zr),zw',zr')|zw,zr)
start with E(V(coh(k',b',zr),zw',zr')|zw,zr), integrate to find EV(k',b';zw,zr).
Each column for a different state z, to integrate: E(V(coh(k',b',zr),zw',zr')|zw,zr). Each column is a different shock, from the combinations of zw and zr shocks. Each row is a different unique level of reacheable cash-on-hand level, which is determined by the choice grid for w = k' + b', k' and b', as well as the borrowing shock vector zr.
The issue here is, unlike the productivity shock, where only the z' matters tomorrow, and z matters via conditional probability of p(z'|z), for the interest rate shock, both r and r' matter. For the z case, z' impacts the cash-on-hand, and z''. For r case, r impacts cash-on-hand tomorrow, since interest is known at the time when the loan is taken out, and r' also matters because it is the rate that decision maker next period faces when making b'' borrowing choices.
With the structure below, the interest rate r draw that households face today will impact the cash-on-hand tomorrow; the r' draw will impact tomorrow's value function through its effect on b'' choice; r impacts r' through conditional probability.
Note that: mt_ev_condi_z = mt_val*mt_z_trans' work if we did not have the interest rate shock. With the interest rate shock, we have to proceed differently.
Note that mt_ev_condi_z rows are less by length of r rate shock times.
- mt_val = (it_w_interp_n*it_ak_perc_n*length(fl_z_r_borr_n)) by (it_z_wage_n*length(fl_z_r_borr_n))
- mt_ev_condi_z = (it_w_interp_n*it_ak_perc_n) by (it_z_wage_n*length(fl_z_r_borr_n))
% 1. Number of W/B/K Choice Combinations it_ak_perc_n = length(ar_ak_perc); it_w_interp_n = length(ar_w_level); it_wak_n = it_w_interp_n*it_ak_perc_n; % 2. Initialize mt_ev_condi_z = E(V(coh(k',b',zr'),zw',zr')|zw,zr) % rows = it_wak_n % cols = it_z_n mt_ev_condi_z = zeros([it_wak_n, it_z_n]); for it_z_r_borr_ctr = 1:1:fl_z_r_borr_n % Transition Row Subset: ((M^z) by (M^z x M^r))' for one m^r it_mt_z_trans_row_start = it_z_wage_n*(it_z_r_borr_ctr-1) + 1; it_mt_z_trans_row_end = it_mt_z_trans_row_start + it_z_wage_n - 1; mt_z_trans_cur_z_r_borr = mt_z_trans(it_mt_z_trans_row_start:it_mt_z_trans_row_end, :); if (ismember(st_v_coh_z_interp_method, ["method_idx_a", "method_idx_b", "method_cell"])) mt_ev_condi_z(:, it_mt_z_trans_row_start:it_mt_z_trans_row_end) = ... clmt_val_wkb_interpolated{it_z_r_borr_ctr}*mt_z_trans_cur_z_r_borr'; elseif (ismember(st_v_coh_z_interp_method, ["method_matrix", "method_mat_seg"])) % Val Segment : ((M^z) by (M^z x M^r))' for one m^r it_mt_val_row_start = it_wak_n*(it_z_r_borr_ctr-1) + 1; it_mt_val_row_end = it_mt_val_row_start + it_wak_n - 1; mt_val_cur_z_r_borr = clmt_val_wkb_interpolated(it_mt_val_row_start:it_mt_val_row_end, :); % EV(k',b';zw,zr) = E(V(coh(k',b',zr),zw',zr')|zw,zr) for one zr and all zw mt_ev_condi_z(:, it_mt_z_trans_row_start:it_mt_z_trans_row_end) = ... mt_val_cur_z_r_borr*mt_z_trans_cur_z_r_borr'; end end if(bl_display_evf) disp('----------------------------------------'); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp('Expected Value: mt_ev_condi_z'); disp("EV(k', b', zw, zr) = (V(coh(k',b',zr'),zw',zr')|zw,zr)"); disp("rows = k'/b' combos, cols = zw/zr combos"); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx'); it_col_n_keep = it_z_wage_n*2; it_row_n_keep = it_ak_perc_n*3; [it_row_n, it_col_n] = size(mt_ev_condi_z); [ar_it_cols, ar_it_rows] = fft_row_col_subset(it_col_n, it_col_n_keep, it_row_n, it_row_n_keep); cl_st_full_cols = cellstr([num2str(ar_z_r_borr_mesh_wage_w1r2', 'r%3.2f;'), ... num2str(ar_z_wage_mesh_r_borr_w1r2', 'w%3.2f')]); cl_st_full_rows = cellstr([num2str(ar_aplusk_mesh, 'w%3.2f'), ... num2str(ar_k_mesha, 'k%3.2f'),... num2str(ar_a_meshk, 'a%3.2f')]); tb_mt_exp_val = array2table(round(mt_ev_condi_z(ar_it_rows, ar_it_cols),6)); cl_col_names = strcat('i', num2str(ar_it_cols'), ':', cl_st_full_cols(ar_it_cols)); cl_row_names = strcat('i', num2str(ar_it_rows'), ':', cl_st_full_rows(ar_it_rows)); tb_mt_exp_val.Properties.VariableNames = matlab.lang.makeValidName(cl_col_names); tb_mt_exp_val.Properties.RowNames = matlab.lang.makeValidName(cl_row_names); disp(size(mt_ev_condi_z)); disp(tb_mt_exp_val(1:round(it_row_n_keep/2), :)); disp(tb_mt_exp_val((round(it_row_n_keep/2)+1):it_row_n_keep, :)); end
---------------------------------------- xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx Expected Value: mt_ev_condi_z EV(k', b', zw, zr) = (V(coh(k',b',zr'),zw',zr')|zw,zr) rows = k'/b' combos, cols = zw/zr combos xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx 62250 55 i1_r0_03_w0_35 i2_r0_03_w0_42 i3_r0_03_w0_52 i4_r0_03_w0_63 i5_r0_03_w0_77 i6_r0_03_w0_94 i7_r0_03_w1_15 i8_r0_03_w1_41 i9_r0_03_w1_72 i10_r0_03_w2_10 i11_r0_03_w2_56 i45_r0_10_w0_35 i46_r0_10_w0_42 i47_r0_10_w0_52 i48_r0_10_w0_63 i49_r0_10_w0_77 i50_r0_10_w0_94 i51_r0_10_w1_15 i52_r0_10_w1_41 i53_r0_10_w1_72 i54_r0_10_w2_10 i55_r0_10_w2_56 ______________ ______________ ______________ ______________ ______________ ______________ ______________ ______________ ______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ i1_w_20_00K0_00a_20_00 -3.9992 -3.9992 -3.9992 -3.9992 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4.2247 4.2311 4.2386 4.2473 4.2574 4.2691 4.2826 4.298 4.3141 4.2086 4.2131 4.2186 4.225 4.2326 4.2413 4.2515 4.2632 4.2769 4.2923 4.3085 i62201_W50_00k56_22A_6_22 4.2144 4.2189 4.2243 4.2308 4.2382 4.247 4.2571 4.2688 4.2824 4.2978 4.3139 4.2079 4.2124 4.2179 4.2244 4.2319 4.2407 4.2509 4.2627 4.2763 4.2918 4.3081 i62202_W50_00k56_51A_6_51 4.214 4.2185 4.224 4.2304 4.2379 4.2466 4.2568 4.2685 4.2821 4.2976 4.3137 4.2073 4.2118 4.2173 4.2238 4.2313 4.2401 4.2503 4.2621 4.2758 4.2913 4.3076 i62203_W50_00k56_79A_6_79 4.2136 4.2181 4.2236 4.2301 4.2376 4.2463 4.2565 4.2683 4.2819 4.2973 4.3136 4.2066 4.2111 4.2166 4.2231 4.2307 4.2395 4.2497 4.2616 4.2753 4.2909 4.3072 i62204_W50_00k57_07A_7_07 4.2132 4.2177 4.2232 4.2297 4.2372 4.246 4.2562 4.268 4.2816 4.2971 4.3134 4.2059 4.2104 4.216 4.2225 4.2301 4.2389 4.2491 4.261 4.2748 4.2904 4.3067 i62205_W50_00k57_35A_7_35 4.2129 4.2174 4.2229 4.2294 4.2369 4.2457 4.2559 4.2677 4.2814 4.2969 4.3132 4.2052 4.2098 4.2153 4.2218 4.2294 4.2383 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i62217_W50_00k60_72a_10_72 4.2082 4.2128 4.2185 4.2251 4.2328 4.2418 4.2523 4.2644 4.2784 4.2943 4.311 4.197 4.2016 4.2073 4.2141 4.2219 4.231 4.2415 4.2538 4.2679 4.284 4.3008 i62218_W50_00k61_00a_11_00 4.2078 4.2124 4.2181 4.2247 4.2325 4.2415 4.252 4.2641 4.2782 4.2941 4.3108 4.1963 4.2009 4.2067 4.2134 4.2212 4.2304 4.2409 4.2532 4.2674 4.2835 4.3004 i62219_W50_00k61_29a_11_29 4.2074 4.212 4.2177 4.2244 4.2321 4.2412 4.2517 4.2638 4.2779 4.2938 4.3106 4.1956 4.2003 4.206 4.2128 4.2206 4.2297 4.2404 4.2527 4.2669 4.283 4.2999 i62220_W50_00k61_57a_11_57 4.207 4.2117 4.2173 4.224 4.2318 4.2409 4.2514 4.2636 4.2776 4.2936 4.3104 4.1949 4.1996 4.2053 4.2121 4.22 4.2291 4.2398 4.2521 4.2663 4.2825 4.2995 i62221_W50_00k61_85a_11_85 4.2066 4.2113 4.217 4.2237 4.2315 4.2405 4.2511 4.2633 4.2774 4.2934 4.3102 4.1942 4.1989 4.2047 4.2114 4.2193 4.2285 4.2392 4.2515 4.2658 4.282 4.299 i62222_W50_00k62_13a_12_13 4.2062 4.2109 4.2166 4.2233 4.2311 4.2402 4.2508 4.263 4.2771 4.2932 4.31 4.1935 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4.2144 4.2211 4.229 4.2382 4.2489 4.2613 4.2756 4.2918 4.3088 4.1893 4.1941 4.2 4.2068 4.2149 4.2242 4.235 4.2476 4.2621 4.2785 4.2957 i62229_W50_00k64_10a_14_10 4.2035 4.2082 4.214 4.2208 4.2287 4.2379 4.2486 4.261 4.2753 4.2916 4.3086 4.1886 4.1934 4.1993 4.2062 4.2142 4.2236 4.2344 4.247 4.2615 4.278 4.2953 i62230_W50_00k64_38a_14_38 4.2031 4.2078 4.2136 4.2204 4.2284 4.2376 4.2483 4.2607 4.2751 4.2914 4.3084 4.1879 4.1927 4.1986 4.2055 4.2136 4.2229 4.2338 4.2464 4.261 4.2775 4.2948 i62231_W50_00k64_66a_14_66 4.2027 4.2074 4.2132 4.2201 4.228 4.2373 4.248 4.2604 4.2748 4.2911 4.3082 4.1872 4.192 4.1979 4.2049 4.2129 4.2223 4.2332 4.2459 4.2604 4.277 4.2943 i62232_W50_00k64_94a_14_94 4.2023 4.207 4.2129 4.2197 4.2277 4.2369 4.2477 4.2602 4.2746 4.2909 4.308 4.1865 4.1913 4.1973 4.2042 4.2123 4.2217 4.2326 4.2453 4.2599 4.2765 4.2938 i62233_W50_00k65_22a_15_22 4.2019 4.2067 4.2125 4.2193 4.2273 4.2366 4.2474 4.2599 4.2743 4.2907 4.3078 4.1858 4.1907 4.1966 4.2035 4.2116 4.2211 4.232 4.2447 4.2594 4.276 4.2934 i62234_W50_00k65_50a_15_50 4.2015 4.2063 4.2121 4.219 4.227 4.2363 4.2471 4.2596 4.274 4.2904 4.3076 4.1851 4.19 4.1959 4.2029 4.211 4.2204 4.2314 4.2441 4.2588 4.2755 4.2929 i62235_W50_00k65_78a_15_78 4.2011 4.2059 4.2117 4.2186 4.2266 4.2359 4.2468 4.2593 4.2738 4.2902 4.3074 4.1844 4.1893 4.1952 4.2022 4.2104 4.2198 4.2308 4.2436 4.2583 4.2749 4.2924 i62236_W50_00k66_06a_16_06 4.2007 4.2055 4.2114 4.2182 4.2263 4.2356 4.2464 4.259 4.2735 4.29 4.3072 4.1837 4.1886 4.1945 4.2016 4.2097 4.2192 4.2302 4.243 4.2577 4.2744 4.292 i62237_W50_00k66_35a_16_35 4.2003 4.2051 4.211 4.2179 4.2259 4.2353 4.2461 4.2587 4.2733 4.2897 4.307 4.183 4.1879 4.1939 4.2009 4.2091 4.2186 4.2296 4.2424 4.2572 4.2739 4.2915 i62238_W50_00k66_63a_16_63 4.1999 4.2047 4.2106 4.2175 4.2256 4.2349 4.2458 4.2584 4.273 4.2895 4.3068 4.1823 4.1872 4.1932 4.2002 4.2084 4.2179 4.229 4.2418 4.2566 4.2734 4.291 i62239_W50_00k66_91a_16_91 4.1995 4.2043 4.2102 4.2172 4.2252 4.2346 4.2455 4.2581 4.2727 4.2893 4.3066 4.1816 4.1865 4.1925 4.1996 4.2078 4.2173 4.2284 4.2413 4.2561 4.2729 4.2905 i62240_W50_00k67_19a_17_19 4.1991 4.2039 4.2099 4.2168 4.2249 4.2343 4.2452 4.2579 4.2725 4.289 4.3064 4.1809 4.1858 4.1918 4.1989 4.2071 4.2167 4.2278 4.2407 4.2555 4.2724 4.29 i62241_W50_00k67_47a_17_47 4.1987 4.2035 4.2095 4.2164 4.2245 4.2339 4.2449 4.2576 4.2722 4.2888 4.3062 4.1802 4.1851 4.1911 4.1982 4.2065 4.2161 4.2272 4.2401 4.255 4.2719 4.2896 i62242_W50_00k67_75a_17_75 4.1983 4.2032 4.2091 4.2161 4.2242 4.2336 4.2446 4.2573 4.2719 4.2886 4.306 4.1795 4.1844 4.1905 4.1976 4.2058 4.2154 4.2266 4.2395 4.2544 4.2714 4.2891 i62243_W50_00k68_03a_18_03 4.1979 4.2028 4.2087 4.2157 4.2238 4.2333 4.2443 4.257 4.2717 4.2883 4.3058 4.1787 4.1837 4.1898 4.1969 4.2052 4.2148 4.226 4.2389 4.2539 4.2708 4.2886 i62244_W50_00k68_31a_18_31 4.1975 4.2024 4.2083 4.2153 4.2235 4.2329 4.2439 4.2567 4.2714 4.2881 4.3056 4.178 4.183 4.1891 4.1962 4.2045 4.2142 4.2254 4.2384 4.2533 4.2703 4.2881 i62245_W50_00k68_59a_18_59 4.1971 4.202 4.208 4.215 4.2231 4.2326 4.2436 4.2564 4.2711 4.2879 4.3054 4.1773 4.1823 4.1884 4.1955 4.2039 4.2135 4.2248 4.2378 4.2528 4.2698 4.2876 i62246_W50_00k68_88a_18_88 4.1967 4.2016 4.2076 4.2146 4.2228 4.2323 4.2433 4.2561 4.2709 4.2876 4.3052 4.1766 4.1816 4.1877 4.1949 4.2032 4.2129 4.2242 4.2372 4.2522 4.2693 4.2872 i62247_W50_00k69_16a_19_16 4.1963 4.2012 4.2072 4.2142 4.2224 4.2319 4.243 4.2558 4.2706 4.2874 4.305 4.1759 4.1809 4.187 4.1942 4.2026 4.2123 4.2236 4.2366 4.2517 4.2688 4.2867 i62248_W50_00k69_44a_19_44 4.1959 4.2008 4.2068 4.2139 4.2221 4.2316 4.2427 4.2555 4.2703 4.2871 4.3048 4.1752 4.1802 4.1863 4.1935 4.2019 4.2116 4.2229 4.236 4.2511 4.2683 4.2862 i62249_W50_00k69_72a_19_72 4.1955 4.2004 4.2064 4.2135 4.2217 4.2313 4.2424 4.2552 4.2701 4.2869 4.3045 4.1745 4.1795 4.1857 4.1929 4.2013 4.211 4.2223 4.2354 4.2506 4.2677 4.2857 i62250_W50_00k70_00a_20_00 4.1951 4.2 4.2061 4.2131 4.2214 4.2309 4.2421 4.2549 4.2698 4.2867 4.3043 4.1738 4.1788 4.185 4.1922 4.2006 4.2104 4.2217 4.2349 4.25 4.2672 4.2852
Reshape E(V(coh,z'|z,w)) to allow for maxing
dim(mt_ev_condi_z): IxJ by M
mt_ev_condi_z_full = reshape(mt_ev_condi_z, [it_ak_perc_n, it_w_interp_n*it_z_n]);
Maximize max_{k'}(E(V(coh(k',b'=w-k'),z'|z,w)) optimal value and index
Maximization, find optimal k'/b' combination given z and w=k'+b'
[ar_ev_condi_z_max, ar_ev_condi_z_max_idx] = max(mt_ev_condi_z_full); mt_ev_condi_z_max = reshape(ar_ev_condi_z_max, [it_w_interp_n, it_z_n]); mt_ev_condi_z_max_idx = reshape(ar_ev_condi_z_max_idx, [it_w_interp_n, it_z_n]); if(bl_display_evf) disp('----------------------------------------'); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp('mt_ev_condi_z_full: J by IxM'); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp(size(mt_ev_condi_z_full)); % disp(head(array2table(mt_ev_condi_z_full), 20)); % disp(tail(array2table(mt_ev_condi_z_full), 20)); disp('----------------------------------------'); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp('mt_ev_condi_z_max: I by M'); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx'); it_col_n_keep = it_z_wage_n*2; it_row_n_keep = round(it_w_interp_n); [it_row_n, it_col_n] = size(mt_ev_condi_z_max); [ar_it_cols, ar_it_rows] = fft_row_col_subset(it_col_n, it_col_n_keep, it_row_n, it_row_n_keep); cl_st_full_cols = cellstr([num2str(ar_z_r_borr_mesh_wage_w1r2', 'r%3.2f;'), ... num2str(ar_z_wage_mesh_r_borr_w1r2', 'w%3.2f')]); cl_st_full_rows = cellstr([num2str(ar_w_level', 'w%3.2f')]); tb_mt_ev_condi_z_max = array2table(round(mt_ev_condi_z_max(ar_it_rows, ar_it_cols), 6)); cl_col_names = strcat('i', num2str(ar_it_cols'), ':', cl_st_full_cols(ar_it_cols)); cl_row_names = strcat('i', num2str(ar_it_rows'), ':', cl_st_full_rows(ar_it_rows)); tb_mt_ev_condi_z_max.Properties.VariableNames = matlab.lang.makeValidName(cl_col_names); tb_mt_ev_condi_z_max.Properties.RowNames = matlab.lang.makeValidName(cl_row_names); disp(size(mt_ev_condi_z_max)); disp(tb_mt_ev_condi_z_max(1:round(it_row_n_keep/2), :)); disp(tb_mt_ev_condi_z_max((round(it_row_n_keep/2)+1):it_row_n_keep, :)); disp('----------------------------------------'); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp('mt_ev_condi_z_max_idx: I by M'); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx'); tb_mt_ev_condi_z_max_idx = array2table(mt_ev_condi_z_max_idx(ar_it_rows, ar_it_cols)); tb_mt_ev_condi_z_max_idx.Properties.VariableNames = matlab.lang.makeValidName(cl_col_names); tb_mt_ev_condi_z_max_idx.Properties.RowNames = matlab.lang.makeValidName(cl_row_names); disp(size(mt_ev_condi_z_max_idx)); disp(tb_mt_ev_condi_z_max_idx(1:round(it_row_n_keep/2), :)); disp(tb_mt_ev_condi_z_max_idx((round(it_row_n_keep/2)+1):it_row_n_keep, :)); end
---------------------------------------- xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx mt_ev_condi_z_full: J by IxM xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx 250 13695 ---------------------------------------- xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx mt_ev_condi_z_max: I by M xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx 249 55 i1_r0_03_w0_35 i2_r0_03_w0_42 i3_r0_03_w0_52 i4_r0_03_w0_63 i5_r0_03_w0_77 i6_r0_03_w0_94 i7_r0_03_w1_15 i8_r0_03_w1_41 i9_r0_03_w1_72 i10_r0_03_w2_10 i11_r0_03_w2_56 i45_r0_10_w0_35 i46_r0_10_w0_42 i47_r0_10_w0_52 i48_r0_10_w0_63 i49_r0_10_w0_77 i50_r0_10_w0_94 i51_r0_10_w1_15 i52_r0_10_w1_41 i53_r0_10_w1_72 i54_r0_10_w2_10 i55_r0_10_w2_56 ______________ ______________ ______________ ______________ ______________ ______________ ______________ ______________ ______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ i1_w_20_00 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 i2_w_19_72 -0.73561 -0.64779 -0.54888 -0.44323 -0.33197 -0.2155 -0.094189 0.031576 0.16126 0.29297 0.41869 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9988 -3.9922 -3.9395 -3.7065 -3.1212 -2.2567 i3_w_19_43 -0.20003 -0.13298 -0.056014 0.027936 0.11822 0.21467 0.31707 0.42516 0.5385 0.65534 0.76821 -3.9992 -3.9992 -3.9991 -3.9969 -3.9727 -3.831 -3.3711 -2.5196 -1.566 -0.8327 -0.35836 i4_w_19_15 0.12709 0.1835 0.24892 0.32108 0.39959 0.48444 0.57554 0.67277 0.77578 0.88299 0.98737 -3.9923 -3.9466 -3.7609 -3.3057 -2.5883 -1.8051 -1.1537 -0.67572 -0.31419 -0.018222 0.22761 i5_w_18_87 0.36556 0.41513 0.47298 0.53728 0.6078 0.68461 0.76774 0.85715 0.9526 1.0526 1.1506 -3.1114 -2.4514 -1.8103 -1.2911 -0.90185 -0.58819 -0.31678 -0.071971 0.15426 0.36494 0.55348 i6_w_18_58 0.55409 0.59876 0.65114 0.70968 0.77424 0.84499 0.92203 1.0054 1.0949 1.1892 1.282 -1.0472 -0.87643 -0.68302 -0.48004 -0.28302 -0.092582 0.092603 0.27354 0.45083 0.62333 0.78263 i7_w_18_30 0.71038 0.75131 0.79947 0.85352 0.91342 0.97936 1.0515 1.13 1.2146 1.3042 1.3927 -0.40834 -0.31221 -0.19598 -0.063504 0.078974 0.22384 0.37075 0.51945 0.66953 0.81918 0.95995 i8_w_18_02 0.84416 0.88198 0.92677 0.9772 1.0333 1.0953 1.1634 1.2377 1.3183 1.4039 1.4887 -0.023857 0.043345 0.12692 0.22529 0.33799 0.45784 0.58227 0.71089 0.84317 0.97719 1.1049 i9_w_17_73 0.96194 0.9964 1.0384 1.0858 1.1387 1.1974 1.2621 1.3329 1.4099 1.492 1.5736 0.25267 0.3044 0.36975 0.44812 0.54023 0.64382 0.75318 0.86785 0.98733 1.1098 1.2276 i10_w_17_45 1.0673 1.0984 1.1379 1.1827 1.2329 1.2888 1.3505 1.4182 1.4922 1.5712 1.65 0.4689 0.51095 0.56464 0.62982 0.70751 0.79826 0.89667 1.001 1.1107 1.2242 1.3342 i11_w_17_17 1.1626 1.191 1.2276 1.2703 1.3182 1.3715 1.4306 1.4957 1.5669 1.6432 1.7194 0.64651 0.68195 0.72751 0.78333 0.85052 0.93038 1.0204 1.1166 1.2186 1.3249 1.4284 i12_w_16_88 1.2495 1.2756 1.3095 1.3502 1.396 1.4471 1.5039 1.5666 1.6354 1.7092 1.7831 0.79724 0.82786 0.86745 0.91626 0.97548 1.0465 1.1292 1.2188 1.3145 1.4148 1.5129 i13_w_16_60 1.3296 1.3537 1.3851 1.4237 1.4677 1.5169 1.5716 1.6321 1.6987 1.7703 1.8421 0.92818 0.95514 0.99014 1.0335 1.0865 1.1503 1.2263 1.3106 1.4009 1.4961 1.5896 i14_w_16_32 1.4036 1.4261 1.4553 1.4918 1.5341 1.5815 1.6344 1.693 1.7575 1.8271 1.897 1.0439 1.068 1.0994 1.1384 1.1863 1.2444 1.3141 1.3937 1.4795 1.5703 1.6599 i15_w_16_03 1.4726 1.4936 1.521 1.5553 1.596 1.6419 1.693 1.7499 1.8125 1.8803 1.9484 1.1477 1.1694 1.1978 1.2333 1.277 1.3303 1.3945 1.4698 1.5517 1.6386 1.7246 i16_w_15_75 1.5371 1.5568 1.5826 1.6148 1.6541 1.6984 1.7481 1.8033 1.8642 1.9302 1.9967 1.2416 1.2615 1.2874 1.32 1.3601 1.4093 1.4689 1.5399 1.6184 1.7019 1.7848 i17_w_15_47 1.5977 1.6163 1.6406 1.6711 1.7086 1.7517 1.7999 1.8536 1.913 1.9774 2.0423 1.3275 1.3457 1.3697 1.3997 1.4369 1.4826 1.5382 1.605 1.6804 1.7609 1.841 i18_w_15_18 1.6548 1.6724 1.6954 1.7243 1.7602 1.802 1.8489 1.9012 1.9591 2.0221 2.0856 1.4066 1.4235 1.4456 1.4735 1.5081 1.5508 1.6029 1.6658 1.7383 1.8161 1.8936 i19_w_14_90 1.7089 1.7255 1.7474 1.7748 1.809 1.8497 1.8954 1.9464 2.003 2.0645 2.1267 1.4799 1.4956 1.5162 1.5422 1.5746 1.6146 1.6636 1.723 1.7927 1.868 1.9433 i20_w_14_62 1.7601 1.776 1.7968 1.8229 1.8555 1.895 1.9396 1.9894 2.0447 2.1049 2.1658 1.5481 1.5628 1.5822 1.6066 1.637 1.6746 1.7209 1.7771 1.844 1.917 1.9902 i21_w_14_33 1.8089 1.824 1.8438 1.8688 1.9 1.9382 1.9817 2.0304 2.0845 2.1435 2.2032 1.6121 1.6258 1.644 1.667 1.6957 1.7312 1.775 1.8284 1.8925 1.9635 2.0346 i22_w_14_05 1.8554 1.8698 1.8888 1.9127 1.9426 1.9795 2.022 2.0696 2.1226 2.1804 2.2391 1.6721 1.6851 1.7023 1.7239 1.7511 1.7848 1.8264 1.8772 1.9385 2.0076 2.0769 i23_w_13_77 1.8998 1.9136 1.9318 1.9547 1.9834 2.019 2.0605 2.1072 2.1591 2.2159 2.2734 1.7288 1.7411 1.7573 1.7778 1.8036 1.8356 1.8752 1.9237 1.9824 2.0496 2.1172 i24_w_13_48 1.9424 1.9556 1.973 1.9951 2.0226 2.0569 2.0976 2.1433 2.1942 2.2499 2.3065 1.7824 1.7941 1.8095 1.829 1.8535 1.884 1.9218 1.9681 2.0244 2.0897 2.1558 i25_w_13_20 1.9832 1.9959 2.0126 2.0338 2.0604 2.0934 2.1331 2.1779 2.228 2.2827 2.3383 1.8333 1.8444 1.859 1.8776 1.901 1.9301 1.9662 2.0106 2.0647 2.1281 2.1927 i26_w_12_91 2.0224 2.0346 2.0507 2.0712 2.0967 2.1286 2.1674 2.2114 2.2605 2.3143 2.369 1.8817 1.8923 1.9063 1.924 1.9463 1.9742 2.0088 2.0514 2.1034 2.1648 2.2281 i27_w_12_63 2.0601 2.0719 2.0874 2.1071 2.1318 2.1626 2.2004 2.2436 2.2918 2.3447 2.3986 1.9279 1.938 1.9514 1.9683 1.9897 2.0164 2.0496 2.0906 2.1407 2.2002 2.2621 i28_w_12_35 2.0965 2.1078 2.1228 2.1419 2.1657 2.1955 2.2323 2.2747 2.3222 2.3742 2.4272 1.9721 1.9817 1.9945 2.0108 2.0313 2.0569 2.0889 2.1283 2.1766 2.2341 2.2949 i29_w_12_06 2.1315 2.1425 2.157 2.1754 2.1985 2.2274 2.2631 2.3048 2.3515 2.4027 2.4549 2.0144 2.0236 2.0359 2.0515 2.0712 2.0959 2.1266 2.1647 2.2112 2.2669 2.3265 i30_w_11_78 2.1654 2.176 2.1901 2.2079 2.2303 2.2582 2.293 2.3339 2.3799 2.4303 2.4818 2.0549 2.0638 2.0756 2.0906 2.1096 2.1333 2.163 2.1997 2.2448 2.2987 2.357 i31_w_11_50 2.1982 2.2085 2.2221 2.2393 2.261 2.2882 2.3219 2.3622 2.4074 2.4571 2.5078 2.0939 2.1025 2.1138 2.1283 2.1465 2.1695 2.1981 2.2336 2.2772 2.3294 2.3865 i32_w_11_21 2.23 2.2399 2.2531 2.2698 2.2909 2.3172 2.35 2.3896 2.4341 2.4831 2.5332 2.1314 2.1397 2.1506 2.1646 2.1822 2.2043 2.232 2.2663 2.3086 2.3593 2.415 i33_w_10_93 2.2607 2.2704 2.2831 2.2994 2.3199 2.3455 2.3774 2.4162 2.4601 2.5084 2.5577 2.1676 2.1756 2.1861 2.1996 2.2166 2.238 2.2648 2.298 2.339 2.3883 2.4427 i34_w_10_65 2.2906 2.2999 2.3123 2.3281 2.348 2.3729 2.404 2.442 2.4853 2.533 2.5817 2.2025 2.2102 2.2204 2.2334 2.2499 2.2706 2.2965 2.3288 2.3685 2.4164 2.4695 i35_w_10_36 2.3195 2.3286 2.3407 2.3561 2.3754 2.3997 2.4299 2.4672 2.5099 2.5569 2.605 2.2362 2.2437 2.2535 2.2661 2.2821 2.3021 2.3273 2.3586 2.3972 2.4438 2.4955 i36_w_10_08 2.3477 2.3565 2.3683 2.3832 2.4021 2.4257 2.4552 2.4917 2.5338 2.5802 2.6277 2.2688 2.276 2.2856 2.2978 2.3133 2.3327 2.3571 2.3875 2.4251 2.4704 2.5208 i37_W_9_80 2.3751 2.3837 2.3951 2.4097 2.428 2.4511 2.4799 2.5155 2.5571 2.6029 2.6498 2.3004 2.3074 2.3167 2.3285 2.3435 2.3624 2.3861 2.4157 2.4522 2.4964 2.5455 i38_W_9_51 2.4017 2.4101 2.4213 2.4354 2.4533 2.4758 2.5039 2.5388 2.5798 2.625 2.6714 2.3311 2.3378 2.3468 2.3583 2.3729 2.3912 2.4143 2.443 2.4786 2.5217 2.5696 i39_W_9_23 2.4277 2.4359 2.4467 2.4606 2.478 2.5 2.5274 2.5615 2.6019 2.6467 2.6925 2.3608 2.3674 2.3761 2.3872 2.4014 2.4192 2.4416 2.4697 2.5043 2.5463 2.5931 i40_W_8_95 2.453 2.461 2.4716 2.4851 2.5021 2.5236 2.5504 2.5837 2.6236 2.6678 2.713 2.3896 2.396 2.4045 2.4154 2.4291 2.4465 2.4683 2.4956 2.5294 2.5704 2.6161 i41_W_8_66 2.4777 2.4855 2.4958 2.509 2.5256 2.5466 2.5728 2.6054 2.6447 2.6884 2.7332 2.4177 2.4239 2.4322 2.4427 2.4561 2.473 2.4943 2.5209 2.5539 2.5939 2.6386 i42_W_8_38 2.5018 2.5094 2.5195 2.5324 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i47_r0_10_w0_52 i48_r0_10_w0_63 i49_r0_10_w0_77 i50_r0_10_w0_94 i51_r0_10_w1_15 i52_r0_10_w1_41 i53_r0_10_w1_72 i54_r0_10_w2_10 i55_r0_10_w2_56 ______________ ______________ ______________ ______________ ______________ ______________ ______________ ______________ ______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ i1_w_20_00 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 i2_w_19_72 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 i3_w_19_43 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 i4_w_19_15 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 i5_w_18_87 250 250 250 250 250 250 250 250 250 250 250 190 205 237 250 250 250 250 250 250 250 250 i6_w_18_58 250 250 250 250 250 250 250 250 250 250 250 141 176 223 250 250 250 250 250 250 250 250 i7_w_18_30 250 250 250 250 250 250 250 250 250 250 250 121 151 192 245 250 250 250 250 250 250 250 i8_w_18_02 234 250 250 250 250 250 250 250 250 250 250 105 131 167 213 250 250 250 250 250 250 250 i9_w_17_73 205 250 250 250 250 250 250 250 250 250 250 92 116 147 188 240 250 250 250 250 250 250 i10_w_17_45 183 230 250 250 250 250 250 250 250 250 250 83 104 132 168 214 250 250 250 250 250 250 i11_w_17_17 165 207 250 250 250 250 250 250 250 250 250 75 94 119 152 194 247 250 250 250 250 250 i12_w_16_88 150 189 241 250 250 250 250 250 250 250 250 68 85 109 139 177 226 250 250 250 250 250 i13_w_16_60 138 173 221 250 250 250 250 250 250 250 250 62 79 100 128 163 208 250 250 250 250 250 i14_w_16_32 127 160 205 250 250 250 250 250 250 250 250 58 73 93 118 151 192 245 250 250 250 250 i15_w_16_03 118 149 190 243 250 250 250 250 250 250 250 54 68 86 110 140 179 229 250 250 250 250 i16_w_15_75 111 139 178 227 250 250 250 250 250 250 250 50 63 81 103 131 168 214 250 250 250 250 i17_w_15_47 104 131 167 213 250 250 250 250 250 250 250 47 59 76 97 123 157 201 250 250 250 250 i18_w_15_18 98 123 157 201 250 250 250 250 250 250 250 45 56 71 91 116 148 189 242 250 250 250 i19_w_14_90 92 116 148 190 243 250 250 250 250 250 250 42 53 67 86 110 140 179 229 250 250 250 i20_w_14_62 88 110 141 180 230 250 250 250 250 250 250 40 50 64 82 104 133 170 217 250 250 250 i21_w_14_33 83 105 134 171 219 250 250 250 250 250 250 38 48 61 78 99 127 162 207 250 250 250 i22_w_14_05 79 100 128 163 209 250 250 250 250 250 250 36 46 58 74 95 121 154 197 250 250 250 i23_w_13_77 76 96 122 156 199 250 250 250 250 250 250 35 44 55 71 90 115 147 188 240 250 250 i24_w_13_48 73 91 117 149 191 244 250 250 250 250 250 33 42 53 68 87 111 141 180 230 250 250 i25_w_13_20 70 88 112 143 183 234 250 250 250 250 250 32 40 51 65 83 106 135 173 221 250 250 i26_w_12_91 67 84 107 137 176 225 250 250 250 250 250 31 39 49 62 80 102 130 166 212 250 250 i27_w_12_63 64 81 103 132 169 216 250 250 250 250 250 30 37 47 60 77 98 125 160 204 250 250 i28_w_12_35 62 78 100 127 163 208 250 250 250 250 250 28 36 45 58 74 95 121 154 197 250 250 i29_w_12_06 60 75 96 123 157 201 250 250 250 250 250 28 35 44 56 71 91 117 149 190 242 250 i30_w_11_78 58 73 93 119 152 194 248 250 250 250 250 27 33 42 54 69 88 113 144 184 234 250 i31_w_11_50 56 70 90 115 147 188 240 250 250 250 250 26 32 41 52 67 85 109 139 178 226 250 i32_w_11_21 54 68 87 111 142 182 233 250 250 250 250 25 31 40 51 65 83 105 135 172 219 250 i33_w_10_93 53 66 84 108 138 176 225 250 250 250 250 24 30 39 49 63 80 102 131 167 212 250 i34_w_10_65 51 64 82 105 134 171 219 250 250 250 250 24 29 37 48 61 78 99 127 162 206 250 i35_w_10_36 49 62 79 102 130 166 212 250 250 250 250 23 29 36 46 59 75 96 123 157 200 250 i36_w_10_08 48 61 77 99 126 161 206 250 250 250 250 22 28 35 45 57 73 94 120 153 195 243 i37_W_9_80 47 59 75 96 123 157 201 250 250 250 250 22 27 34 44 56 71 91 116 149 189 237 i38_W_9_51 46 57 73 93 120 153 195 250 250 250 250 21 26 34 43 54 69 89 113 145 184 231 i39_W_9_23 44 56 71 91 116 149 190 243 250 250 250 21 26 33 42 53 68 86 110 141 180 225 i40_W_8_95 43 54 69 89 113 145 186 237 250 250 250 20 25 32 41 52 66 84 108 137 175 219 i41_W_8_66 42 53 68 87 111 142 181 231 250 250 250 20 24 31 40 50 64 82 105 134 171 214 i42_W_8_38 41 52 66 84 108 138 177 226 250 250 250 19 24 30 39 49 63 80 103 131 167 209 i43_W_8_10 40 51 65 83 105 135 173 221 250 250 250 19 23 30 38 48 61 78 100 128 163 204 i44_W_7_81 39 50 63 81 103 132 169 216 250 250 250 18 23 29 37 47 60 77 98 125 159 199 i45_W_7_53 38 48 62 79 101 129 165 211 250 250 250 18 22 28 36 46 59 75 96 122 156 195 i46_W_7_25 38 47 60 77 99 126 161 206 250 250 250 18 22 28 35 45 57 73 94 120 152 190 i47_W_6_96 37 46 59 75 96 123 158 202 250 250 250 17 21 27 35 44 56 72 92 117 149 186 i48_W_6_68 36 45 58 74 94 121 154 198 250 250 250 17 21 27 34 43 55 70 90 115 146 182 i49_W_6_40 35 44 57 72 93 118 151 193 247 250 250 16 21 26 33 42 54 69 88 112 143 179 i50_W_6_11 35 44 56 71 91 116 148 190 242 250 250 16 20 26 33 41 53 67 86 110 140 175 i51_W_5_83 34 43 54 70 89 114 145 186 238 250 250 16 20 25 32 41 52 66 84 108 137 172 i52_W_5_55 33 42 53 68 87 111 143 182 233 250 250 16 19 25 31 40 51 65 83 106 135 168 i53_W_5_26 33 41 52 67 86 109 140 179 229 250 250 15 19 24 31 39 50 64 81 104 132 165 i54_W_4_98 32 40 51 66 84 107 137 176 224 250 250 15 19 24 30 38 49 62 80 102 130 162 i55_W_4_70 32 40 50 64 82 105 135 172 220 250 250 15 18 23 30 38 48 61 78 100 127 159 i56_W_4_41 31 39 50 63 81 103 132 169 216 250 250 15 18 23 29 37 47 60 77 98 125 156 i57_W_4_13 30 38 49 62 80 102 130 166 213 250 250 14 18 23 29 36 46 59 76 97 123 154 i58_W_3_85 30 38 48 61 78 100 128 163 209 250 250 14 18 22 28 36 46 58 74 95 121 151 i59_W_3_56 29 37 47 60 77 98 126 161 205 250 250 14 17 22 28 35 45 57 73 93 119 148 i60_W_3_28 29 36 46 59 76 97 124 158 202 250 250 14 17 21 27 35 44 56 72 92 117 146 i61_W_3_00 29 36 46 58 74 95 121 155 199 250 250 13 17 21 27 34 43 55 71 90 115 143 i62_W_2_71 28 35 45 57 73 93 120 153 195 249 250 13 16 21 26 34 43 54 70 89 113 141 i63_W_2_43 28 35 44 56 72 92 118 150 192 245 250 13 16 20 26 33 42 54 68 87 111 139 i64_W_2_15 27 34 43 55 71 91 116 148 189 241 250 13 16 20 26 32 41 53 67 86 109 137 i65_W_1_86 27 34 43 55 70 89 114 146 186 237 250 13 16 20 25 32 41 52 66 85 108 135 i66_W_1_58 26 33 42 54 69 88 112 144 184 234 250 12 15 20 25 32 40 51 65 83 106 133 i67_W_1_30 26 33 42 53 68 86 111 141 181 230 250 12 15 19 24 31 40 50 64 82 105 131 i68_W_1_01 26 32 41 52 67 85 109 139 178 227 250 12 15 19 24 31 39 50 63 81 103 129 i69_W_0_73 25 32 40 51 66 84 107 137 176 224 250 12 15 19 24 30 38 49 63 80 102 127 i70_W_0_45 25 31 40 51 65 83 106 135 173 220 250 12 15 18 23 30 38 48 62 79 100 125 i71_W_0_16 25 31 39 50 64 82 104 133 171 217 250 12 14 18 23 29 37 48 61 78 99 123 i72_W0_00 24 31 39 50 63 81 104 132 169 216 250 12 14 18 23 29 37 47 60 77 98 122 i73_W0_12 24 30 39 49 63 81 103 132 168 214 250 11 14 18 23 29 37 47 60 77 97 122 i74_W0_40 24 30 38 49 62 79 102 130 166 211 250 11 14 18 22 29 36 46 59 75 96 120 i75_W0_69 24 30 38 48 61 78 100 128 164 209 250 11 14 18 22 28 36 46 58 74 95 118 i76_W0_97 23 29 37 47 60 77 99 126 162 206 250 13 14 17 22 28 35 45 58 73 93 117 i77_W1_26 23 29 37 47 60 76 98 125 159 203 250 16 16 17 22 27 35 45 57 73 92 115 i78_W1_54 23 28 36 46 59 75 96 123 157 200 250 19 19 19 21 27 34 44 56 72 91 114 i79_W1_82 22 28 36 46 58 74 95 122 155 198 248 21 22 22 22 27 34 43 55 71 90 112 i80_W2_11 22 28 35 45 57 73 94 120 153 195 244 22 24 25 25 26 34 43 55 70 89 111 i81_W2_39 22 27 35 44 57 73 93 119 151 193 241 22 27 27 28 28 33 42 54 69 88 110 i82_W2_67 22 27 34 44 56 72 92 117 150 191 238 22 27 30 30 31 33 42 53 68 87 108 i83_W2_96 21 27 34 43 55 71 90 116 148 188 236 21 27 33 33 33 34 41 53 67 86 107 i84_W3_24 21 26 34 43 55 70 89 114 146 186 233 21 26 34 35 36 36 41 52 66 85 106 i85_W3_52 21 26 33 42 54 69 88 113 144 184 230 21 26 33 38 38 38 40 51 66 84 104 i86_W3_81 21 26 33 42 53 68 87 112 143 182 227 21 26 33 40 41 41 41 51 65 83 103 i87_W4_09 20 26 32 41 53 67 86 110 141 180 225 20 26 32 41 43 43 44 50 64 82 102 i88_W4_37 20 25 32 41 52 67 85 109 139 178 222 20 25 32 41 45 46 46 50 63 81 101 i89_W4_66 20 25 32 40 52 66 84 108 138 175 220 20 25 32 40 48 48 48 49 63 80 100 i90_W4_94 20 25 31 40 51 65 83 107 136 174 217 20 25 31 40 50 50 50 51 62 79 98 i91_W5_22 20 24 31 40 51 65 82 105 135 172 215 20 24 31 40 51 52 53 53 61 78 97 i92_W5_51 19 24 31 39 50 64 82 104 133 170 212 19 24 31 39 50 54 55 55 61 77 96 i93_W5_79 19 24 30 39 49 63 81 103 132 168 210 19 24 30 39 49 57 57 57 60 76 95 i94_W6_07 19 24 30 38 49 62 80 102 130 166 208 19 24 30 38 49 59 59 59 59 76 94 i95_W6_36 19 23 30 38 48 62 79 101 129 164 206 19 23 30 38 48 61 61 61 61 75 93 i96_W6_64 19 23 29 38 48 61 78 100 128 163 203 19 23 29 38 48 61 63 63 63 74 92 i97_W6_92 18 23 29 37 47 61 77 99 126 161 201 18 23 29 37 47 61 65 65 65 73 91 i98_W7_21 18 23 29 37 47 60 77 98 125 159 199 18 23 29 37 47 60 67 67 67 72 90 i99_W7_49 18 23 29 36 46 59 76 97 124 158 197 18 23 29 36 46 59 68 69 69 72 90 i100_W7_77 18 22 28 36 46 59 75 96 123 156 195 18 22 28 36 46 59 70 71 71 71 89 i101_W8_06 18 22 28 36 46 58 74 95 121 155 193 18 22 28 36 46 58 72 72 73 73 88 i102_W8_34 18 22 28 35 45 58 74 94 120 153 191 18 22 28 35 45 58 74 74 74 75 87 i103_W8_62 17 22 28 35 45 57 73 93 119 152 189 17 22 28 35 45 57 73 76 76 76 86 i104_W8_91 17 21 27 35 44 56 72 92 118 150 188 17 21 27 35 44 56 72 77 78 78 85 i105_W9_19 17 21 27 34 44 56 71 91 117 149 186 17 21 27 34 44 56 71 79 79 80 84 i106_W9_47 17 21 27 34 43 55 71 90 116 147 184 17 21 27 34 43 55 71 81 81 81 84 i107_W9_76 17 21 27 34 43 55 70 90 115 146 182 17 21 27 34 43 55 70 82 83 83 83 i108_W10_04 17 21 26 33 43 54 69 89 113 144 181 17 21 26 33 43 54 69 84 84 84 85 i109_W10_32 16 21 26 33 42 54 69 88 112 143 179 16 21 26 33 42 54 69 85 86 86 86 i110_W10_61 16 20 26 33 42 53 68 87 111 142 177 16 20 26 33 42 53 68 87 87 87 88 i111_W10_89 16 20 26 33 41 53 68 86 110 141 176 16 20 26 33 41 53 68 86 89 89 89 i112_W11_17 16 20 25 32 41 52 67 86 109 139 174 16 20 25 32 41 52 67 86 90 90 91 i113_W11_46 16 20 25 32 41 52 66 85 108 138 173 16 20 25 32 41 52 66 85 91 92 92 i114_W11_74 16 20 25 32 40 52 66 84 107 137 171 16 20 25 32 40 52 66 84 93 93 93 i115_W12_02 16 20 25 31 40 51 65 83 107 136 170 16 20 25 31 40 51 65 83 94 94 95 i116_W12_31 15 19 24 31 40 51 65 83 106 134 168 15 19 24 31 40 51 65 83 95 96 96 i117_W12_59 15 19 24 31 39 50 64 82 105 133 167 15 19 24 31 39 50 64 82 97 97 97 i118_W12_87 15 19 24 31 39 50 64 81 104 132 165 15 19 24 31 39 50 64 81 98 98 99 i119_W13_16 15 19 24 30 39 49 63 81 103 131 164 15 19 24 30 39 49 63 81 99 100 100 i120_W13_44 15 19 24 30 38 49 63 80 102 130 163 15 19 24 30 38 49 63 80 101 101 101 i121_W13_72 15 19 24 30 38 49 62 79 101 129 161 15 19 24 30 38 49 62 79 101 102 102 i122_W14_01 15 18 23 30 38 48 61 79 100 128 160 15 18 23 30 38 48 61 79 100 103 104 i123_W14_29 15 18 23 29 37 48 61 78 100 127 159 15 18 23 29 37 48 61 78 100 104 105 i124_W14_57 15 18 23 29 37 47 61 77 99 126 157 15 18 23 29 37 47 61 77 99 106 106 i125_W14_86 14 18 23 29 37 47 60 77 98 125 156 14 18 23 29 37 47 60 77 98 107 107 i1_r0_03_w0_35 i2_r0_03_w0_42 i3_r0_03_w0_52 i4_r0_03_w0_63 i5_r0_03_w0_77 i6_r0_03_w0_94 i7_r0_03_w1_15 i8_r0_03_w1_41 i9_r0_03_w1_72 i10_r0_03_w2_10 i11_r0_03_w2_56 i45_r0_10_w0_35 i46_r0_10_w0_42 i47_r0_10_w0_52 i48_r0_10_w0_63 i49_r0_10_w0_77 i50_r0_10_w0_94 i51_r0_10_w1_15 i52_r0_10_w1_41 i53_r0_10_w1_72 i54_r0_10_w2_10 i55_r0_10_w2_56 ______________ ______________ ______________ ______________ ______________ ______________ ______________ ______________ ______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ i126_W15_14 14 18 23 29 37 47 60 76 97 124 155 14 18 23 29 37 47 60 76 97 108 108 i127_W15_43 14 18 22 28 36 46 59 75 96 123 154 14 18 22 28 36 46 59 75 96 109 109 i128_W15_71 14 18 22 28 36 46 59 75 96 122 152 14 18 22 28 36 46 59 75 96 110 110 i129_W15_99 14 17 22 28 36 46 58 74 95 121 151 14 17 22 28 36 46 58 74 95 111 111 i130_W16_28 14 17 22 28 35 45 58 74 94 120 150 14 17 22 28 35 45 58 74 94 112 113 i131_W16_56 14 17 22 28 35 45 57 73 94 119 149 14 17 22 28 35 45 57 73 94 113 114 i132_W16_84 14 17 22 27 35 45 57 73 93 118 148 14 17 22 27 35 45 57 73 93 114 115 i133_W17_13 14 17 21 27 35 44 56 72 92 117 147 14 17 21 27 35 44 56 72 92 115 116 i134_W17_41 14 17 21 27 34 44 56 72 91 116 145 14 17 21 27 34 44 56 72 91 116 117 i135_W17_69 13 17 21 27 34 44 56 71 91 116 144 13 17 21 27 34 44 56 71 91 116 118 i136_W17_98 13 17 21 27 34 43 55 71 90 115 143 13 17 21 27 34 43 55 71 90 115 119 i137_W18_26 13 16 21 26 34 43 55 70 89 114 142 13 16 21 26 34 43 55 70 89 114 120 i138_W18_54 13 16 21 26 33 43 54 69 89 113 141 13 16 21 26 33 43 54 69 89 113 120 i139_W18_83 13 16 21 26 33 42 54 69 88 112 140 13 16 21 26 33 42 54 69 88 112 121 i140_W19_11 13 16 20 26 33 42 54 69 88 111 139 13 16 20 26 33 42 54 69 88 111 122 i141_W19_39 13 16 20 26 33 42 53 68 87 111 138 13 16 20 26 33 42 53 68 87 111 123 i142_W19_68 13 16 20 26 33 41 53 68 86 110 137 13 16 20 26 33 41 53 68 86 110 124 i143_W19_96 13 16 20 25 32 41 53 67 86 109 136 13 16 20 25 32 41 53 67 86 109 125 i144_W20_24 13 16 20 25 32 41 52 67 85 108 135 13 16 20 25 32 41 52 67 85 108 126 i145_W20_53 13 16 20 25 32 41 52 66 85 108 134 13 16 20 25 32 41 52 66 85 108 127 i146_W20_81 12 16 20 25 32 40 51 66 84 107 134 12 16 20 25 32 40 51 66 84 107 128 i147_W21_09 12 15 19 25 31 40 51 65 83 106 133 12 15 19 25 31 40 51 65 83 106 128 i148_W21_38 12 15 19 25 31 40 51 65 83 105 132 12 15 19 25 31 40 51 65 83 105 129 i149_W21_66 12 15 19 24 31 40 50 64 82 105 131 12 15 19 24 31 40 50 64 82 105 130 i150_W21_94 12 15 19 24 31 39 50 64 82 104 130 12 15 19 24 31 39 50 64 82 104 130 i151_W22_23 12 15 19 24 31 39 50 64 81 103 129 12 15 19 24 31 39 50 64 81 103 129 i152_W22_51 12 15 19 24 30 39 49 63 81 103 128 12 15 19 24 30 39 49 63 81 103 128 i153_W22_79 12 15 19 24 30 39 49 63 80 102 127 12 15 19 24 30 39 49 63 80 102 127 i154_W23_08 12 15 19 24 30 38 49 62 80 101 127 12 15 19 24 30 38 49 62 80 101 127 i155_W23_36 12 15 19 23 30 38 48 62 79 101 126 12 15 19 23 30 38 48 62 79 101 126 i156_W23_64 12 15 18 23 30 38 48 62 79 100 125 12 15 18 23 30 38 48 62 79 100 125 i157_W23_93 12 14 18 23 29 38 48 61 78 99 124 12 14 18 23 29 38 48 61 78 99 124 i158_W24_21 12 14 18 23 29 37 48 61 78 99 123 12 14 18 23 29 37 48 61 78 99 123 i159_W24_49 12 14 18 23 29 37 47 60 77 98 123 12 14 18 23 29 37 47 60 77 98 123 i160_W24_78 11 14 18 23 29 37 47 60 77 98 122 11 14 18 23 29 37 47 60 77 98 122 i161_W25_06 11 14 18 23 29 37 47 60 76 97 121 11 14 18 23 29 37 47 60 76 97 121 i162_W25_34 11 14 18 22 29 36 46 59 76 96 120 11 14 18 22 29 36 46 59 76 96 120 i163_W25_63 11 14 18 22 28 36 46 59 75 96 120 11 14 18 22 28 36 46 59 75 96 120 i164_W25_91 11 14 18 22 28 36 46 59 75 95 119 11 14 18 22 28 36 46 59 75 95 119 i165_W26_19 11 14 17 22 28 36 46 58 74 95 118 11 14 17 22 28 36 46 58 74 95 118 i166_W26_48 11 14 17 22 28 36 45 58 74 94 117 11 14 17 22 28 36 45 58 74 94 117 i167_W26_76 11 14 17 22 28 35 45 58 73 93 117 11 14 17 22 28 35 45 58 73 93 117 i168_W27_04 11 14 17 22 28 35 45 57 73 93 116 11 14 17 22 28 35 45 57 73 93 116 i169_W27_33 11 14 17 22 27 35 45 57 73 92 115 11 14 17 22 27 35 45 57 73 92 115 i170_W27_61 11 13 17 21 27 35 44 56 72 92 115 11 13 17 21 27 35 44 56 72 92 115 i171_W27_89 11 13 17 21 27 35 44 56 72 91 114 11 13 17 21 27 35 44 56 72 91 114 i172_W28_18 11 13 17 21 27 34 44 56 71 91 113 11 13 17 21 27 34 44 56 71 91 113 i173_W28_46 11 13 17 21 27 34 44 56 71 90 113 11 13 17 21 27 34 44 56 71 90 113 i174_W28_74 11 13 17 21 27 34 43 55 70 90 112 11 13 17 21 27 34 43 55 70 90 112 i175_W29_03 11 13 16 21 27 34 43 55 70 89 111 11 13 16 21 27 34 43 55 70 89 111 i176_W29_31 11 13 16 21 26 34 43 55 70 89 111 11 13 16 21 26 34 43 55 70 89 111 i177_W29_60 10 13 16 21 26 33 43 54 69 88 110 10 13 16 21 26 33 43 54 69 88 110 i178_W29_88 10 13 16 21 26 33 42 54 69 88 110 10 13 16 21 26 33 42 54 69 88 110 i179_W30_16 10 13 16 20 26 33 42 54 69 87 109 10 13 16 20 26 33 42 54 69 87 109 i180_W30_45 10 13 16 20 26 33 42 53 68 87 108 10 13 16 20 26 33 42 53 68 87 108 i181_W30_73 10 13 16 20 26 33 42 53 68 86 108 10 13 16 20 26 33 42 53 68 86 108 i182_W31_01 10 13 16 20 26 32 41 53 67 86 107 10 13 16 20 26 32 41 53 67 86 107 i183_W31_30 10 13 16 20 25 32 41 53 67 85 107 10 13 16 20 25 32 41 53 67 85 107 i184_W31_58 10 12 16 20 25 32 41 52 67 85 106 10 12 16 20 25 32 41 52 67 85 106 i185_W31_86 10 12 16 20 25 32 41 52 66 84 105 10 12 16 20 25 32 41 52 66 84 105 i186_W32_15 10 12 16 20 25 32 41 52 66 84 105 10 12 16 20 25 32 41 52 66 84 105 i187_W32_43 10 12 15 20 25 32 40 51 66 84 104 10 12 15 20 25 32 40 51 66 84 104 i188_W32_71 10 12 15 19 25 31 40 51 65 83 104 10 12 15 19 25 31 40 51 65 83 104 i189_W33_00 10 12 15 19 25 31 40 51 65 83 103 10 12 15 19 25 31 40 51 65 83 103 i190_W33_28 10 12 15 19 24 31 40 51 65 82 103 10 12 15 19 24 31 40 51 65 82 103 i191_W33_56 10 12 15 19 24 31 39 50 64 82 102 10 12 15 19 24 31 39 50 64 82 102 i192_W33_85 10 12 15 19 24 31 39 50 64 81 102 10 12 15 19 24 31 39 50 64 81 102 i193_W34_13 10 12 15 19 24 31 39 50 64 81 101 10 12 15 19 24 31 39 50 64 81 101 i194_W34_41 10 12 15 19 24 31 39 50 63 81 101 10 12 15 19 24 31 39 50 63 81 101 i195_W34_70 10 12 15 19 24 30 39 49 63 80 100 10 12 15 19 24 30 39 49 63 80 100 i196_W34_98 10 12 15 19 24 30 38 49 63 80 100 10 12 15 19 24 30 38 49 63 80 100 i197_W35_26 9 12 15 19 24 30 38 49 62 79 99 9 12 15 19 24 30 38 49 62 79 99 i198_W35_55 9 12 15 19 24 30 38 49 62 79 99 9 12 15 19 24 30 38 49 62 79 99 i199_W35_83 9 12 15 18 23 30 38 48 62 79 98 9 12 15 18 23 30 38 48 62 79 98 i200_W36_11 9 12 15 18 23 30 38 48 61 78 98 9 12 15 18 23 30 38 48 61 78 98 i201_W36_40 9 12 14 18 23 29 38 48 61 78 97 9 12 14 18 23 29 38 48 61 78 97 i202_W36_68 9 11 14 18 23 29 37 48 61 77 97 9 11 14 18 23 29 37 48 61 77 97 i203_W36_96 9 11 14 18 23 29 37 47 61 77 96 9 11 14 18 23 29 37 47 61 77 96 i204_W37_25 9 11 14 18 23 29 37 47 60 77 96 9 11 14 18 23 29 37 47 60 77 96 i205_W37_53 9 11 14 18 23 29 37 47 60 76 95 9 11 14 18 23 29 37 47 60 76 95 i206_W37_81 9 11 14 18 23 29 37 47 60 76 95 9 11 14 18 23 29 37 47 60 76 95 i207_W38_10 9 11 14 18 23 29 36 47 59 76 94 9 11 14 18 23 29 36 47 59 76 94 i208_W38_38 9 11 14 18 22 29 36 46 59 75 94 9 11 14 18 22 29 36 46 59 75 94 i209_W38_66 9 11 14 18 22 28 36 46 59 75 93 9 11 14 18 22 28 36 46 59 75 93 i210_W38_95 9 11 14 18 22 28 36 46 59 74 93 9 11 14 18 22 28 36 46 59 74 93 i211_W39_23 9 11 14 17 22 28 36 46 58 74 92 9 11 14 17 22 28 36 46 58 74 92 i212_W39_51 9 11 14 17 22 28 36 45 58 74 92 9 11 14 17 22 28 36 45 58 74 92 i213_W39_80 9 11 14 17 22 28 35 45 58 73 92 9 11 14 17 22 28 35 45 58 73 92 i214_W40_08 9 11 14 17 22 28 35 45 57 73 91 9 11 14 17 22 28 35 45 57 73 91 i215_W40_36 9 11 14 17 22 28 35 45 57 73 91 9 11 14 17 22 28 35 45 57 73 91 i216_W40_65 9 11 14 17 22 27 35 45 57 72 90 9 11 14 17 22 27 35 45 57 72 90 i217_W40_93 9 11 13 17 22 27 35 44 57 72 90 9 11 13 17 22 27 35 44 57 72 90 i218_W41_21 9 11 13 17 21 27 35 44 56 72 90 9 11 13 17 21 27 35 44 56 72 90 i219_W41_50 9 11 13 17 21 27 35 44 56 71 89 9 11 13 17 21 27 35 44 56 71 89 i220_W41_78 9 11 13 17 21 27 34 44 56 71 89 9 11 13 17 21 27 34 44 56 71 89 i221_W42_06 9 11 13 17 21 27 34 44 56 71 88 9 11 13 17 21 27 34 44 56 71 88 i222_W42_35 9 11 13 17 21 27 34 43 55 70 88 9 11 13 17 21 27 34 43 55 70 88 i223_W42_63 8 10 13 17 21 27 34 43 55 70 88 8 10 13 17 21 27 34 43 55 70 88 i224_W42_91 8 10 13 17 21 27 34 43 55 70 87 8 10 13 17 21 27 34 43 55 70 87 i225_W43_20 8 10 13 16 21 26 34 43 55 70 87 8 10 13 16 21 26 34 43 55 70 87 i226_W43_48 8 10 13 16 21 26 33 43 54 69 86 8 10 13 16 21 26 33 43 54 69 86 i227_W43_77 8 10 13 16 21 26 33 42 54 69 86 8 10 13 16 21 26 33 42 54 69 86 i228_W44_05 8 10 13 16 21 26 33 42 54 69 86 8 10 13 16 21 26 33 42 54 69 86 i229_W44_33 8 10 13 16 20 26 33 42 54 68 85 8 10 13 16 20 26 33 42 54 68 85 i230_W44_62 8 10 13 16 20 26 33 42 53 68 85 8 10 13 16 20 26 33 42 53 68 85 i231_W44_90 8 10 13 16 20 26 33 42 53 68 85 8 10 13 16 20 26 33 42 53 68 85 i232_W45_18 8 10 13 16 20 26 33 42 53 67 84 8 10 13 16 20 26 33 42 53 67 84 i233_W45_47 8 10 13 16 20 26 32 41 53 67 84 8 10 13 16 20 26 32 41 53 67 84 i234_W45_75 8 10 13 16 20 25 32 41 53 67 83 8 10 13 16 20 25 32 41 53 67 83 i235_W46_03 8 10 13 16 20 25 32 41 52 67 83 8 10 13 16 20 25 32 41 52 67 83 i236_W46_32 8 10 12 16 20 25 32 41 52 66 83 8 10 12 16 20 25 32 41 52 66 83 i237_W46_60 8 10 12 16 20 25 32 41 52 66 82 8 10 12 16 20 25 32 41 52 66 82 i238_W46_88 8 10 12 16 20 25 32 41 52 66 82 8 10 12 16 20 25 32 41 52 66 82 i239_W47_17 8 10 12 16 20 25 32 40 52 65 82 8 10 12 16 20 25 32 40 52 65 82 i240_W47_45 8 10 12 15 20 25 32 40 51 65 81 8 10 12 15 20 25 32 40 51 65 81 i241_W47_73 8 10 12 15 19 25 31 40 51 65 81 8 10 12 15 19 25 31 40 51 65 81 i242_W48_02 8 10 12 15 19 25 31 40 51 65 81 8 10 12 15 19 25 31 40 51 65 81 i243_W48_30 8 10 12 15 19 25 31 40 51 64 80 8 10 12 15 19 25 31 40 51 64 80 i244_W48_58 8 10 12 15 19 24 31 40 50 64 80 8 10 12 15 19 24 31 40 50 64 80 i245_W48_87 8 10 12 15 19 24 31 39 50 64 80 8 10 12 15 19 24 31 39 50 64 80 i246_W49_15 8 10 12 15 19 24 31 39 50 64 79 8 10 12 15 19 24 31 39 50 64 79 i247_W49_43 8 10 12 15 19 24 31 39 50 63 79 8 10 12 15 19 24 31 39 50 63 79 i248_W49_72 8 10 12 15 19 24 31 39 50 63 79 8 10 12 15 19 24 31 39 50 63 79 i249_W50_00 8 9 12 15 19 24 30 39 49 63 78 8 9 12 15 19 24 30 39 49 63 78
Reindex K' and B' Choices for each State at the Optimal w'=k'+b' choice
The K' and B' Optimal Choices Associated with EV opti dim(mt_ev_condi_z_max_kp): I by M
ar_add_grid = linspace(0, it_ak_perc_n*(it_w_interp_n-1), it_w_interp_n); mt_ev_condi_z_max_idx = mt_ev_condi_z_max_idx + ar_add_grid'; mt_ev_condi_z_max_kp = reshape(ar_k_mesha(mt_ev_condi_z_max_idx), [it_w_interp_n, it_z_n]); mt_ev_condi_z_max_bp = reshape(ar_a_meshk(mt_ev_condi_z_max_idx), [it_w_interp_n, it_z_n]); if(bl_display_evf) disp('----------------------------------------'); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp('mt_ev_condi_z_max_kp: I by M'); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx'); tb_ev_condi_z_max_kp = array2table(mt_ev_condi_z_max_kp(ar_it_rows, ar_it_cols)); tb_ev_condi_z_max_kp.Properties.VariableNames = matlab.lang.makeValidName(cl_col_names); tb_ev_condi_z_max_kp.Properties.RowNames = matlab.lang.makeValidName(cl_row_names); disp(size(mt_ev_condi_z_max_kp)); disp(tb_ev_condi_z_max_kp(1:round(it_row_n_keep/2), :)); disp(tb_ev_condi_z_max_kp((round(it_row_n_keep/2)+1):it_row_n_keep, :)); disp('----------------------------------------'); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp('mt_ev_condi_z_max_bp: I by M'); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx'); tb_ev_condi_z_max_bp = array2table(mt_ev_condi_z_max_bp(ar_it_rows, ar_it_cols)); tb_ev_condi_z_max_bp.Properties.VariableNames = matlab.lang.makeValidName(cl_col_names); tb_ev_condi_z_max_bp.Properties.RowNames = matlab.lang.makeValidName(cl_row_names); disp(size(mt_ev_condi_z_max_kp)); disp(tb_ev_condi_z_max_bp(1:round(it_row_n_keep/2), :)); disp(tb_ev_condi_z_max_bp((round(it_row_n_keep/2)+1):it_row_n_keep, :)); end
---------------------------------------- xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx mt_ev_condi_z_max_kp: I by M xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx 249 55 i1_r0_03_w0_35 i2_r0_03_w0_42 i3_r0_03_w0_52 i4_r0_03_w0_63 i5_r0_03_w0_77 i6_r0_03_w0_94 i7_r0_03_w1_15 i8_r0_03_w1_41 i9_r0_03_w1_72 i10_r0_03_w2_10 i11_r0_03_w2_56 i45_r0_10_w0_35 i46_r0_10_w0_42 i47_r0_10_w0_52 i48_r0_10_w0_63 i49_r0_10_w0_77 i50_r0_10_w0_94 i51_r0_10_w1_15 i52_r0_10_w1_41 i53_r0_10_w1_72 i54_r0_10_w2_10 i55_r0_10_w2_56 ______________ ______________ ______________ ______________ ______________ ______________ ______________ ______________ ______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ i1_w_20_00 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 i2_w_19_72 0.2834 0.2834 0.2834 0.2834 0.2834 0.2834 0.2834 0.2834 0.2834 0.2834 0.2834 0.2834 0.2834 0.2834 0.2834 0.2834 0.2834 0.2834 0.2834 0.2834 0.2834 0.2834 i3_w_19_43 0.5668 0.5668 0.5668 0.5668 0.5668 0.5668 0.5668 0.5668 0.5668 0.5668 0.5668 0.5668 0.5668 0.5668 0.5668 0.5668 0.5668 0.5668 0.5668 0.5668 0.5668 0.5668 i4_w_19_15 0.8502 0.8502 0.8502 0.8502 0.8502 0.8502 0.8502 0.8502 0.8502 0.8502 0.8502 0.8502 0.8502 0.8502 0.8502 0.8502 0.8502 0.8502 0.8502 0.8502 0.8502 0.8502 i5_w_18_87 1.1336 1.1336 1.1336 1.1336 1.1336 1.1336 1.1336 1.1336 1.1336 1.1336 1.1336 0.86045 0.92874 1.0744 1.1336 1.1336 1.1336 1.1336 1.1336 1.1336 1.1336 1.1336 i6_w_18_58 1.417 1.417 1.417 1.417 1.417 1.417 1.417 1.417 1.417 1.417 1.417 0.79671 0.99589 1.2634 1.417 1.417 1.417 1.417 1.417 1.417 1.417 1.417 i7_w_18_30 1.7004 1.7004 1.7004 1.7004 1.7004 1.7004 1.7004 1.7004 1.7004 1.7004 1.7004 0.81947 1.0243 1.3043 1.6663 1.7004 1.7004 1.7004 1.7004 1.7004 1.7004 1.7004 i8_w_18_02 1.8563 1.9838 1.9838 1.9838 1.9838 1.9838 1.9838 1.9838 1.9838 1.9838 1.9838 0.82858 1.0357 1.3225 1.689 1.9838 1.9838 1.9838 1.9838 1.9838 1.9838 1.9838 i9_w_17_73 1.8575 2.2672 2.2672 2.2672 2.2672 2.2672 2.2672 2.2672 2.2672 2.2672 2.2672 0.82858 1.0471 1.3294 1.7027 2.1762 2.2672 2.2672 2.2672 2.2672 2.2672 2.2672 i10_w_17_45 1.8643 2.3457 2.5506 2.5506 2.5506 2.5506 2.5506 2.5506 2.5506 2.5506 2.5506 0.83996 1.0551 1.3419 1.7106 2.1818 2.5506 2.5506 2.5506 2.5506 2.5506 2.5506 i11_w_17_17 1.8666 2.3446 2.834 2.834 2.834 2.834 2.834 2.834 2.834 2.834 2.834 0.84224 1.0585 1.343 1.7186 2.1966 2.7999 2.834 2.834 2.834 2.834 2.834 i12_w_16_88 1.8654 2.3537 3.0047 3.1174 3.1174 3.1174 3.1174 3.1174 3.1174 3.1174 3.1174 0.83882 1.0517 1.3521 1.7277 2.2035 2.8169 3.1174 3.1174 3.1174 3.1174 3.1174 i13_w_16_60 1.8711 2.3492 3.0047 3.4008 3.4008 3.4008 3.4008 3.4008 3.4008 3.4008 3.4008 0.83313 1.0653 1.3521 1.7345 2.2126 2.8272 3.4008 3.4008 3.4008 3.4008 3.4008 i14_w_16_32 1.8643 2.3526 3.0184 3.6842 3.6842 3.6842 3.6842 3.6842 3.6842 3.6842 3.6842 0.84337 1.0653 1.3612 1.7311 2.2194 2.826 3.6102 3.6842 3.6842 3.6842 3.6842 i15_w_16_03 1.8643 2.3583 3.0116 3.8561 3.9676 3.9676 3.9676 3.9676 3.9676 3.9676 3.9676 0.84451 1.0676 1.3544 1.7368 2.2149 2.8363 3.633 3.9676 3.9676 3.9676 3.9676 i16_w_15_75 1.878 2.356 3.0218 3.8583 4.251 4.251 4.251 4.251 4.251 4.251 4.251 0.83654 1.0585 1.3658 1.7414 2.2194 2.8511 3.6364 4.251 4.251 4.251 4.251 i17_w_15_47 1.8757 2.3674 3.0229 3.8606 4.5344 4.5344 4.5344 4.5344 4.5344 4.5344 4.5344 0.83768 1.0562 1.3658 1.7482 2.2217 2.8408 3.6421 4.5344 4.5344 4.5344 4.5344 i18_w_15_18 1.8768 2.3605 3.0184 3.8697 4.8178 4.8178 4.8178 4.8178 4.8178 4.8178 4.8178 0.85134 1.0642 1.3544 1.7414 2.2251 2.8443 3.6375 4.663 4.8178 4.8178 4.8178 i19_w_14_90 1.8643 2.356 3.0116 3.872 4.9578 5.1012 5.1012 5.1012 5.1012 5.1012 5.1012 0.83996 1.0653 1.3521 1.7414 2.2331 2.8477 3.6467 4.671 5.1012 5.1012 5.1012 i20_w_14_62 1.8814 2.3571 3.0275 3.8709 4.9521 5.3846 5.3846 5.3846 5.3846 5.3846 5.3846 0.84337 1.0596 1.3624 1.7516 2.2274 2.8545 3.6546 4.671 5.3846 5.3846 5.3846 i21_w_14_33 1.8666 2.3674 3.0275 3.8697 4.9624 5.668 5.668 5.668 5.668 5.668 5.668 0.84224 1.0699 1.3658 1.7528 2.2308 2.8682 3.6649 4.6892 5.668 5.668 5.668 i22_w_14_05 1.8643 2.3662 3.0355 3.872 4.9715 5.9514 5.9514 5.9514 5.9514 5.9514 5.9514 0.83654 1.0756 1.3624 1.7448 2.2467 2.8682 3.6569 4.6846 5.9514 5.9514 5.9514 i23_w_13_77 1.878 2.3787 3.0298 3.8811 4.9578 6.2348 6.2348 6.2348 6.2348 6.2348 6.2348 0.85134 1.0767 1.3521 1.7528 2.2285 2.8545 3.6558 4.6824 5.9844 6.2348 6.2348 i24_w_13_48 1.8848 2.356 3.0366 3.8743 4.9737 6.3612 6.5182 6.5182 6.5182 6.5182 6.5182 0.83768 1.0733 1.3612 1.7539 2.2513 2.8795 3.6649 4.6858 5.9947 6.5182 6.5182 i25_w_13_20 1.8848 2.3765 3.032 3.8788 4.9715 6.3646 6.8016 6.8016 6.8016 6.8016 6.8016 0.84679 1.0653 1.3658 1.7482 2.2399 2.8682 3.6603 4.6983 6.0095 6.8016 6.8016 i26_w_12_91 1.878 2.3617 3.0161 3.8697 4.9794 6.3737 7.085 7.085 7.085 7.085 7.085 0.85362 1.0812 1.3658 1.7357 2.2479 2.8738 3.6706 4.6949 6.0038 7.085 7.085 i27_w_12_63 1.8643 2.3674 3.0184 3.8766 4.9715 6.3623 7.3684 7.3684 7.3684 7.3684 7.3684 0.85817 1.0653 1.3612 1.7459 2.249 2.8704 3.6694 4.7051 6.0072 7.3684 7.3684 i28_w_12_35 1.8745 2.3662 3.0423 3.872 4.9783 6.3612 7.6518 7.6518 7.6518 7.6518 7.6518 0.82972 1.0756 1.3521 1.7516 2.2433 2.8886 3.6876 4.7017 6.0231 7.6518 7.6518 i29_w_12_06 1.8802 2.3583 3.0275 3.8879 4.9715 6.3737 7.9352 7.9352 7.9352 7.9352 7.9352 0.86045 1.0835 1.3703 1.7528 2.2308 2.8682 3.6967 4.7165 6.0231 7.6803 7.9352 i30_w_11_78 1.8814 2.3765 3.0366 3.8948 4.984 6.3703 8.1526 8.2186 8.2186 8.2186 8.2186 0.85817 1.0562 1.3533 1.7493 2.2444 2.8716 3.6967 4.7199 6.0402 7.6905 8.2186 i31_w_11_50 1.878 2.356 3.0389 3.8925 4.9851 6.3851 8.1606 8.502 8.502 8.502 8.502 0.85362 1.0585 1.3658 1.7414 2.2535 2.8682 3.6876 4.712 6.0436 7.6826 8.502 i32_w_11_21 1.87 2.3639 3.0343 3.8811 4.9749 6.3862 8.1856 8.7854 8.7854 8.7854 8.7854 0.84679 1.0585 1.376 1.7641 2.2581 2.8932 3.6694 4.7279 6.0334 7.6917 8.7854 i33_w_10_93 1.8939 2.3674 3.0229 3.897 4.9897 6.3737 8.1583 9.0688 9.0688 9.0688 9.0688 0.83768 1.0562 1.384 1.7482 2.2581 2.8773 3.6785 4.7347 6.0459 7.6848 9.0688 i34_w_10_65 1.878 2.3662 3.0423 3.9062 4.9954 6.3851 8.1879 9.3522 9.3522 9.3522 9.3522 0.86386 1.0517 1.3521 1.7653 2.2535 2.8921 3.6808 4.7325 6.047 7.6996 9.3522 i35_w_10_36 1.8575 2.3605 3.0184 3.9084 4.992 6.3851 8.1651 9.6356 9.6356 9.6356 9.6356 0.85134 1.0835 1.3544 1.7414 2.2444 2.8636 3.6762 4.7211 6.0368 7.7008 9.6356 i36_w_10_08 1.8723 2.3901 3.0275 3.9039 4.9794 6.3737 8.1663 9.919 9.919 9.919 9.919 0.83654 1.0756 1.3544 1.7528 2.2308 2.8682 3.7047 4.7404 6.055 7.7281 9.6402 i37_W_9_80 1.8848 2.3765 3.032 3.8925 4.9988 6.3919 8.1947 10.202 10.202 10.202 10.202 0.86045 1.0653 1.3521 1.7619 2.2535 2.8682 3.6876 4.712 6.0641 7.703 9.6698 i38_W_9_51 1.895 2.3583 3.032 3.8743 5.0113 6.401 8.1697 10.486 10.486 10.486 10.486 0.84224 1.0528 1.3897 1.7687 2.2319 2.8636 3.7058 4.7165 6.0641 7.7065 9.6857 i39_W_9_23 1.8597 2.3787 3.0275 3.8925 4.9737 6.401 8.1742 10.466 10.769 10.769 10.769 0.865 1.0812 1.384 1.7732 2.249 2.8977 3.6762 4.7142 6.055 7.7417 9.688 i40_W_8_95 1.8643 2.3526 3.0184 3.9062 4.9715 6.3919 8.2118 10.476 11.053 11.053 11.053 0.84337 1.0653 1.376 1.7755 2.2638 2.8852 3.6842 4.7495 6.0368 7.7235 9.6766 i41_W_8_66 1.8666 2.3674 3.0503 3.9153 5.0079 6.4192 8.1947 10.471 11.336 11.336 11.336 0.865 1.0471 1.3658 1.7755 2.2308 2.8682 3.6876 4.7347 6.055 7.7395 9.6971 i42_W_8_38 1.8666 2.3799 3.0332 3.8731 4.9931 6.393 8.2129 10.499 11.619 11.619 11.619 0.83996 1.0733 1.3533 1.7732 2.2399 2.8932 3.6865 4.7598 6.0664 7.7463 9.7062 i43_W_8_10 1.8643 2.3901 3.0594 3.9198 4.9715 6.4055 8.222 10.517 11.903 11.903 11.903 0.86045 1.0517 1.3863 1.7687 2.2467 2.8682 3.6808 4.7325 6.0709 7.744 9.7039 i44_W_7_81 1.8597 2.3981 3.0343 3.9153 4.992 6.4112 8.222 10.522 12.186 12.186 12.186 0.83199 1.0767 1.3703 1.7619 2.2513 2.8875 3.7195 4.7472 6.0686 7.7326 9.6903 i45_W_7_53 1.8529 2.3537 3.0548 3.9062 5.0079 6.4101 8.2129 10.517 12.47 12.47 12.47 0.85134 1.0517 1.3521 1.7528 2.2535 2.9046 3.7058 4.7575 6.0595 7.7622 9.7153 i46_W_7_25 1.895 2.356 3.0218 3.8925 5.0193 6.4021 8.1947 10.499 12.753 12.753 12.753 0.87069 1.0756 1.3829 1.7414 2.2535 2.8682 3.6876 4.7632 6.0948 7.7338 9.68 i47_W_6_96 1.8848 2.356 3.0366 3.8743 4.9737 6.3873 8.2198 10.523 13.036 13.036 13.036 0.83768 1.0471 1.3612 1.7801 2.2513 2.8795 3.7172 4.7643 6.0732 7.7486 9.6857 i48_W_6_68 1.8723 2.3537 3.0491 3.905 4.9749 6.4192 8.1845 10.538 13.32 13.32 13.32 0.85589 1.0699 1.3908 1.7653 2.2467 2.8886 3.691 4.7609 6.0982 7.7565 9.6823 i49_W_6_40 1.8575 2.3492 3.0594 3.8788 5.0261 6.3919 8.1947 10.489 13.439 13.603 13.603 0.81947 1.0926 1.3658 1.7482 2.2399 2.8955 3.7149 4.7529 6.0641 7.7577 9.7244 i50_W_6_11 1.8962 2.3981 3.0673 3.9039 5.0193 6.4135 8.1981 10.54 13.44 13.887 13.887 0.83654 1.0596 1.3942 1.7846 2.2308 2.9 3.6808 4.7404 6.0789 7.752 9.7039 i51_W_5_83 1.878 2.3901 3.0161 3.9266 5.0079 6.4306 8.1947 10.528 13.487 14.17 14.17 0.85362 1.0812 1.3658 1.7641 2.2763 2.9023 3.699 4.7233 6.0891 7.7395 9.7312 i52_W_5_55 1.8575 2.3799 3.0184 3.8891 4.992 6.3851 8.2425 10.506 13.467 14.453 14.453 0.87069 1.0448 1.3931 1.7414 2.2638 2.9023 3.7149 4.7598 6.0948 7.7782 9.6937 i53_W_5_26 1.8939 2.3674 3.0184 3.9062 5.0306 6.3919 8.2266 10.535 13.494 14.737 14.737 0.82858 1.0653 1.3612 1.7755 2.249 2.9 3.7286 4.7347 6.096 7.7531 9.7062 i54_W_4_98 1.87 2.3526 3.0161 3.9209 5.0067 6.3942 8.2038 10.556 13.452 15.02 15.02 0.84451 1.0858 1.3874 1.7493 2.2319 2.8955 3.6797 4.7655 6.0925 7.7816 9.7119 i55_W_4_70 1.9053 2.397 3.0116 3.872 4.9783 6.3919 8.2357 10.51 13.46 15.304 15.304 0.86045 1.0448 1.3521 1.7824 2.274 2.8886 3.6876 4.7325 6.0846 7.744 9.7107 i56_W_4_41 1.878 2.3787 3.0673 3.8811 5.0079 6.3851 8.2004 10.517 13.459 15.587 15.587 0.87638 1.0642 1.3772 1.7528 2.2535 2.8795 3.6933 4.7575 6.0721 7.7622 9.7028 i57_W_4_13 1.8484 2.3583 3.0594 3.8879 5.0352 6.4374 8.222 10.517 13.512 15.87 15.87 0.82858 1.0835 1.4022 1.7846 2.2308 2.8682 3.6967 4.7803 6.1187 7.7759 9.7517 i58_W_3_85 1.8814 2.4004 3.0491 3.8925 4.9954 6.4226 8.2391 10.51 13.494 16.154 16.154 0.84337 1.1029 1.3624 1.7516 2.2706 2.9194 3.6979 4.7359 6.0982 7.785 9.7312 i59_W_3_56 1.8484 2.3765 3.0366 3.8948 5.017 6.4033 8.2516 10.562 13.467 16.437 16.437 0.85817 1.0562 1.3863 1.7824 2.2444 2.9046 3.6967 4.7529 6.0732 7.7895 9.7039 i60_W_3_28 1.8802 2.3503 3.0218 3.8948 5.0363 6.4465 8.2596 10.543 13.497 16.721 16.721 0.87297 1.0744 1.343 1.7459 2.2831 2.8875 3.6933 4.7677 6.1108 7.7895 9.7369 i61_W_3_00 1.9121 2.3901 3.073 3.8925 4.9851 6.4192 8.1947 10.517 13.521 17.004 17.004 0.81947 1.0926 1.3658 1.7755 2.2535 2.8682 3.6876 4.7803 6.0778 7.785 9.6971 i62_W_2_71 1.8745 2.3605 3.0548 3.8879 4.9988 6.3873 8.2619 10.553 13.469 17.218 17.287 0.83313 1.0414 1.3886 1.7357 2.2911 2.916 3.6797 4.7905 6.1096 7.7759 9.7199 i63_W_2_43 1.9053 2.3992 3.0343 3.8811 5.0102 6.4215 8.2562 10.514 13.478 17.218 17.571 0.84679 1.0585 1.3407 1.7641 2.2581 2.8932 3.74 4.7279 6.0686 7.7622 9.7381 i64_W_2_15 1.8643 2.3662 3.0116 3.872 5.0193 6.4533 8.2459 10.54 13.48 17.209 17.854 0.86045 1.0756 1.3624 1.7926 2.2228 2.8682 3.7286 4.7325 6.0948 7.744 9.7517 i65_W_1_86 1.8939 2.4038 3.0594 3.9335 5.0261 6.4101 8.2311 10.562 13.476 17.191 18.138 0.8741 1.0926 1.384 1.7482 2.2581 2.9137 3.7149 4.7347 6.1187 7.7941 9.7608 i66_W_1_58 1.8495 2.3674 3.0332 3.9209 5.0306 6.4363 8.2118 10.579 13.538 17.237 18.421 0.81378 1.0357 1.4056 1.7755 2.2934 2.8852 3.699 4.7347 6.0664 7.7679 9.7654 i67_W_1_30 1.878 2.4038 3.0798 3.9062 5.0329 6.3851 8.263 10.517 13.521 17.202 18.704 0.8263 1.0517 1.3521 1.7277 2.2535 2.9296 3.6808 4.7325 6.0846 7.8123 9.7654 i68_W_1_01 1.9064 2.3639 3.0503 3.8891 5.0329 6.4055 8.2357 10.523 13.497 17.234 18.988 0.83882 1.0676 1.3726 1.7539 2.2877 2.8977 3.7366 4.7279 6.1005 7.7782 9.7608 i69_W_0_73 1.8575 2.3992 3.0184 3.8697 5.0306 6.4238 8.2038 10.526 13.544 17.259 19.271 0.85134 1.0835 1.3931 1.7801 2.2444 2.8636 3.7149 4.7985 6.1142 7.8169 9.7517 i70_W_0_45 1.8848 2.356 3.0628 3.9266 5.0261 6.4397 8.2459 10.523 13.508 17.199 19.555 0.86386 1.0995 1.3351 1.7277 2.2774 2.9057 3.691 4.7905 6.1256 7.7747 9.7381 i71_W_0_16 1.9121 2.3901 3.0275 3.9039 5.0193 6.4533 8.2061 10.517 13.544 17.209 19.838 0.87638 1.0357 1.3544 1.7528 2.2308 2.8682 3.7445 4.7803 6.1347 7.8077 9.7199 i72_W0_00 1.8474 2.4096 3.0522 3.9357 4.9799 6.4257 8.2731 10.522 13.494 17.269 20 0.88353 1.0442 1.3655 1.7671 2.249 2.8916 3.6948 4.739 6.1044 7.7912 9.7189 i73_W0_12 1.8586 2.3435 3.0707 3.8788 5.0102 6.4647 8.2425 10.586 13.495 17.212 20.121 0.80809 1.0505 1.3738 1.7778 2.2627 2.9091 3.7172 4.7677 6.1415 7.7577 9.7779 i74_W0_40 1.8848 2.3765 3.032 3.9335 4.9988 6.3919 8.2767 10.571 13.521 17.209 20.405 0.81947 1.0653 1.3931 1.7209 2.2945 2.8682 3.6876 4.7529 6.0641 7.785 9.7517 i75_W0_69 1.911 2.4095 3.0742 3.905 4.9851 6.3976 8.2255 10.552 13.543 17.282 20.688 0.83085 1.0801 1.4125 1.7448 2.2433 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6.3851 8.263 10.642 11.143 11.143 11.268 i113_W11_46 1.895 2.4004 3.032 3.9164 5.0534 6.4431 8.2118 10.612 13.518 17.308 21.73 1.895 2.4004 3.032 3.9164 5.0534 6.4431 8.2118 10.612 11.37 11.497 11.497 i114_W11_74 1.9121 2.422 3.0594 3.9517 4.9715 6.5011 8.2858 10.58 13.512 17.336 21.67 1.9121 2.422 3.0594 3.9517 4.9715 6.5011 8.2858 10.58 11.728 11.728 11.728 i115_W12_02 1.9292 2.4436 3.0867 3.8583 5.0159 6.4306 8.2311 10.546 13.633 17.363 21.735 1.9292 2.4436 3.0867 3.8583 5.0159 6.4306 8.2311 10.546 11.961 11.961 12.089 i116_W12_31 1.8165 2.3355 2.9842 3.8925 5.0602 6.4875 8.304 10.639 13.624 17.257 21.668 1.8165 2.3355 2.9842 3.8925 5.0602 6.4875 8.304 10.639 12.196 12.326 12.326 i117_W12_59 1.8324 2.356 3.0104 3.9266 4.9737 6.4135 8.2459 10.602 13.612 17.277 21.727 1.8324 2.356 3.0104 3.9266 4.9737 6.4135 8.2459 10.602 12.565 12.565 12.565 i118_W12_87 1.8484 2.3765 3.0366 3.9608 5.017 6.4693 8.3176 10.562 13.599 17.295 21.652 1.8484 2.3765 3.0366 3.9608 5.017 6.4693 8.3176 10.562 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i125_W14_86 1.8199 2.3799 3.0798 3.9198 5.0398 6.4397 8.2596 10.639 13.579 17.359 21.699 1.8199 2.3799 3.0798 3.9198 5.0398 6.4397 8.2596 10.639 13.579 14.839 14.839 i1_r0_03_w0_35 i2_r0_03_w0_42 i3_r0_03_w0_52 i4_r0_03_w0_63 i5_r0_03_w0_77 i6_r0_03_w0_94 i7_r0_03_w1_15 i8_r0_03_w1_41 i9_r0_03_w1_72 i10_r0_03_w2_10 i11_r0_03_w2_56 i45_r0_10_w0_35 i46_r0_10_w0_42 i47_r0_10_w0_52 i48_r0_10_w0_63 i49_r0_10_w0_77 i50_r0_10_w0_94 i51_r0_10_w1_15 i52_r0_10_w1_41 i53_r0_10_w1_72 i54_r0_10_w2_10 i55_r0_10_w2_56 ______________ ______________ ______________ ______________ ______________ ______________ ______________ ______________ ______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ i126_W15_14 1.8347 2.3992 3.1049 3.9517 5.0807 6.492 8.3267 10.585 13.549 17.359 21.734 1.8347 2.3992 3.1049 3.9517 5.0807 6.492 8.3267 10.585 13.549 15.101 15.101 i127_W15_43 1.8495 2.4186 2.9877 3.8413 4.9794 6.4021 8.2516 10.528 13.516 17.357 21.767 1.8495 2.4186 2.9877 3.8413 4.9794 6.4021 8.2516 10.528 13.516 15.365 15.365 i128_W15_71 1.8643 2.4379 3.0116 3.872 5.0193 6.4533 8.3176 10.612 13.624 17.352 21.655 1.8643 2.4379 3.0116 3.872 5.0193 6.4533 8.3176 10.612 13.624 15.631 15.631 i129_W15_99 1.8791 2.3127 3.0355 3.9027 5.0591 6.5046 8.2391 10.552 13.587 17.345 21.682 1.8791 2.3127 3.0355 3.9027 5.0591 6.5046 8.2391 10.552 13.587 15.9 15.9 i130_W16_28 1.8939 2.3309 3.0594 3.9335 4.9533 6.4101 8.304 10.635 13.549 17.336 21.707 1.8939 2.3309 3.0594 3.9335 4.9533 6.4101 8.304 10.635 13.549 16.171 16.317 i131_W16_56 1.9087 2.3492 3.0833 3.9642 4.992 6.4602 8.222 10.571 13.654 17.325 21.73 1.9087 2.3492 3.0833 3.9642 4.992 6.4602 8.222 10.571 13.654 16.444 16.591 i132_W16_84 1.9235 2.3674 3.1072 3.847 5.0306 6.5103 8.2858 10.653 13.612 17.311 21.75 1.9235 2.3674 3.1072 3.847 5.0306 6.5103 8.2858 10.653 13.612 16.72 16.867 i133_W17_13 1.9383 2.3856 2.982 3.8766 5.0693 6.4112 8.2004 10.586 13.568 17.295 21.768 1.9383 2.3856 2.982 3.8766 5.0693 6.4112 8.2004 10.586 13.568 16.997 17.146 i134_W17_41 1.9531 2.4038 3.0047 3.9062 4.9578 6.4602 8.263 10.667 13.521 17.277 21.634 1.9531 2.4038 3.0047 3.9062 4.9578 6.4602 8.263 10.667 13.521 17.277 17.427 i135_W17_69 1.8165 2.422 3.0275 3.9357 4.9954 6.5091 8.3256 10.596 13.624 17.408 21.647 1.8165 2.422 3.0275 3.9357 4.9954 6.5091 8.3256 10.596 13.624 17.408 17.711 i136_W17_98 1.8302 2.4402 3.0503 3.9653 5.0329 6.4055 8.2357 10.676 13.574 17.386 21.657 1.8302 2.4402 3.0503 3.9653 5.0329 6.4055 8.2357 10.676 13.574 17.386 17.997 i137_W18_26 1.8438 2.3048 3.073 3.8413 5.0705 6.4533 8.2972 10.602 13.521 17.363 21.665 1.8438 2.3048 3.073 3.8413 5.0705 6.4533 8.2972 10.602 13.521 17.363 18.284 i138_W18_54 1.8575 2.3218 3.0958 3.8697 4.9533 6.5011 8.2038 10.526 13.621 17.336 21.67 1.8575 2.3218 3.0958 3.8697 4.9533 6.5011 8.2038 10.526 13.621 17.336 18.42 i139_W18_83 1.8711 2.3389 3.1185 3.8982 4.9897 6.393 8.2641 10.603 13.566 17.308 21.674 1.8711 2.3389 3.1185 3.8982 4.9897 6.393 8.2641 10.603 13.566 17.308 18.711 i140_W19_11 1.8848 2.356 2.9842 3.9266 5.0261 6.4397 8.3245 10.68 13.665 17.277 21.675 1.8848 2.356 2.9842 3.9266 5.0261 6.4397 8.3245 10.68 13.665 17.277 19.005 i141_W19_39 1.8984 2.3731 3.0059 3.9551 5.0625 6.4864 8.2266 10.6 13.606 17.402 21.674 1.8984 2.3731 3.0059 3.9551 5.0625 6.4864 8.2266 10.6 13.606 17.402 19.301 i142_W19_68 1.9121 2.3901 3.0275 3.9835 5.0989 6.3737 8.2858 10.676 13.544 17.368 21.67 1.9121 2.3901 3.0275 3.9835 5.0989 6.3737 8.2858 10.676 13.544 17.368 19.599 i143_W19_96 1.9258 2.4072 3.0491 3.8515 4.9749 6.4192 8.345 10.592 13.641 17.332 21.665 1.9258 2.4072 3.0491 3.8515 4.9749 6.4192 8.345 10.592 13.641 17.332 19.9 i144_W20_24 1.9394 2.4243 3.0707 3.8788 5.0102 6.4647 8.2425 10.667 13.576 17.293 21.657 1.9394 2.4243 3.0707 3.8788 5.0102 6.4647 8.2425 10.667 13.576 17.293 20.202 i145_W20_53 1.9531 2.4413 3.0924 3.9062 5.0454 6.5103 8.3006 10.579 13.672 17.415 21.647 1.9531 2.4413 3.0924 3.9062 5.0454 6.5103 8.3006 10.579 13.672 17.415 20.507 i146_W20_81 1.8028 2.4584 3.114 3.9335 5.0807 6.3919 8.1947 10.653 13.603 17.373 21.798 1.8028 2.4584 3.114 3.9335 5.0807 6.3919 8.1947 10.653 13.603 17.373 20.815 i147_W21_09 1.8154 2.3105 2.9706 3.9608 4.951 6.4363 8.2516 10.562 13.533 17.328 21.784 1.8154 2.3105 2.9706 3.9608 4.951 6.4363 8.2516 10.562 13.533 17.328 20.959 i148_W21_38 1.8279 2.3264 2.9911 3.9881 4.9851 6.4807 8.3085 10.635 13.626 17.282 21.768 1.8279 2.3264 2.9911 3.9881 4.9851 6.4807 8.3085 10.635 13.626 17.282 21.27 i149_W21_66 1.8404 2.3423 3.0116 3.8481 5.0193 6.525 8.1981 10.54 13.552 17.4 21.75 1.8404 2.3423 3.0116 3.8481 5.0193 6.525 8.1981 10.54 13.552 17.4 21.583 i150_W21_94 1.8529 2.3583 3.032 3.8743 5.0534 6.401 8.2539 10.612 13.644 17.35 21.73 1.8529 2.3583 3.032 3.8743 5.0534 6.401 8.2539 10.612 13.644 17.35 21.73 i151_W22_23 1.8654 2.3742 3.0525 3.9005 5.0876 6.4442 8.3097 10.684 13.567 17.298 21.707 1.8654 2.3742 3.0525 3.9005 5.0876 6.4442 8.3097 10.684 13.567 17.298 21.707 i152_W22_51 1.878 2.3901 3.073 3.9266 4.951 6.4875 8.1947 10.585 13.658 17.414 21.682 1.878 2.3901 3.073 3.9266 4.951 6.4875 8.1947 10.585 13.658 17.414 21.682 i153_W22_79 1.8905 2.4061 3.0935 3.9528 4.984 6.5307 8.2494 10.655 13.577 17.358 21.655 1.8905 2.4061 3.0935 3.9528 4.984 6.5307 8.2494 10.655 13.577 17.358 21.655 i154_W23_08 1.903 2.422 3.114 3.979 5.017 6.401 8.304 10.553 13.667 17.3 21.798 1.903 2.422 3.114 3.979 5.017 6.401 8.304 10.553 13.667 17.3 21.798 i155_W23_36 1.9155 2.4379 3.1345 3.831 5.05 6.4431 8.1845 10.622 13.583 17.414 21.767 1.9155 2.4379 3.1345 3.831 5.05 6.4431 8.1845 10.622 13.583 17.414 21.767 i156_W23_64 1.928 2.4539 2.9797 3.8561 5.083 6.4852 8.238 10.692 13.672 17.352 21.734 1.928 2.4539 2.9797 3.8561 5.083 6.4852 8.238 10.692 13.672 17.352 21.734 i157_W23_93 1.9406 2.2934 2.999 3.8811 4.9396 6.5273 8.2915 10.585 13.584 17.289 21.699 1.9406 2.2934 2.999 3.8811 4.9396 6.5273 8.2915 10.585 13.584 17.289 21.699 i158_W24_21 1.9531 2.3082 3.0184 3.9062 4.9715 6.3919 8.345 10.653 13.672 17.4 21.661 1.9531 2.3082 3.0184 3.9062 4.9715 6.3919 8.345 10.653 13.672 17.4 21.661 i159_W24_49 1.9656 2.323 3.0377 3.9312 5.0033 6.4329 8.2198 10.543 13.58 17.333 21.8 1.9656 2.323 3.0377 3.9312 5.0033 6.4329 8.2198 10.543 13.58 17.333 21.8 i160_W24_78 1.7983 2.3378 3.0571 3.9562 5.0352 6.4738 8.2721 10.61 13.667 17.443 21.759 1.7983 2.3378 3.0571 3.9562 5.0352 6.4738 8.2721 10.61 13.667 17.443 21.759 i161_W25_06 1.8097 2.3526 3.0764 3.9813 5.0671 6.5148 8.3245 10.677 13.573 17.373 21.716 1.8097 2.3526 3.0764 3.9813 5.0671 6.5148 8.3245 10.677 13.573 17.373 21.716 i162_W25_34 1.821 2.3674 3.0958 3.8242 5.0989 6.3737 8.1947 10.562 13.658 17.3 21.67 1.821 2.3674 3.0958 3.8242 5.0989 6.3737 8.1947 10.562 13.658 17.3 21.67 i163_W25_63 1.8324 2.3822 3.1151 3.8481 4.9476 6.4135 8.2459 10.628 13.56 17.408 21.806 1.8324 2.3822 3.1151 3.8481 4.9476 6.4135 8.2459 10.628 13.56 17.408 21.806 i164_W25_91 1.8438 2.397 3.1345 3.872 4.9783 6.4533 8.2972 10.694 13.644 17.332 21.757 1.8438 2.397 3.1345 3.872 4.9783 6.4533 8.2972 10.694 13.644 17.332 21.757 i165_W26_19 1.8552 2.4118 2.9683 3.8959 5.009 6.4932 8.3484 10.575 13.543 17.439 21.706 1.8552 2.4118 2.9683 3.8959 5.009 6.4932 8.3484 10.575 13.543 17.439 21.706 i166_W26_48 1.8666 2.4265 2.9865 3.9198 5.0398 6.533 8.2129 10.639 13.626 17.359 21.652 1.8666 2.4265 2.9865 3.9198 5.0398 6.533 8.2129 10.639 13.626 17.359 21.652 i167_W26_76 1.878 2.4413 3.0047 3.9437 5.0705 6.3851 8.263 10.704 13.521 17.277 21.784 1.878 2.4413 3.0047 3.9437 5.0705 6.3851 8.263 10.704 13.521 17.277 21.784 i168_W27_04 1.8893 2.4561 3.0229 3.9676 5.1012 6.4238 8.3131 10.58 13.603 17.382 21.727 1.8893 2.4561 3.0229 3.9676 5.1012 6.4238 8.3131 10.58 13.603 17.382 21.727 i169_W27_33 1.9007 2.4709 3.0412 3.9915 4.9419 6.4624 8.3632 10.644 13.685 17.297 21.668 1.9007 2.4709 3.0412 3.9915 4.9419 6.4624 8.3632 10.644 13.685 17.297 21.668 i170_W27_61 1.9121 2.2945 3.0594 3.8242 4.9715 6.5011 8.222 10.517 13.576 17.4 21.798 1.9121 2.2945 3.0594 3.8242 4.9715 6.5011 8.222 10.517 13.576 17.4 21.798 i171_W27_89 1.9235 2.3082 3.0776 3.847 5.0011 6.5398 8.271 10.579 13.657 17.311 21.735 1.9235 2.3082 3.0776 3.847 5.0011 6.5398 8.271 10.579 13.657 17.311 21.735 i172_W28_18 1.9349 2.3218 3.0958 3.8697 5.0306 6.3851 8.3199 10.642 13.544 17.414 21.67 1.9349 2.3218 3.0958 3.8697 5.0306 6.3851 8.3199 10.642 13.544 17.414 21.67 i173_W28_46 1.9462 2.3355 3.114 3.8925 5.0602 6.4226 8.3689 10.704 13.624 17.322 21.798 1.9462 2.3355 3.114 3.8925 5.0602 6.4226 8.3689 10.704 13.624 17.322 21.798 i174_W28_74 1.9576 2.3492 3.1322 3.9153 5.0898 6.4602 8.222 10.571 13.508 17.423 21.73 1.9576 2.3492 3.1322 3.9153 5.0898 6.4602 8.222 10.571 13.508 17.423 21.73 i175_W29_03 1.969 2.3628 2.9535 3.938 5.1194 6.4977 8.2698 10.633 13.586 17.327 21.659 1.969 2.3628 2.9535 3.938 5.1194 6.4977 8.2698 10.633 13.586 17.327 21.659 i176_W29_31 1.9804 2.3765 2.9706 3.9608 4.951 6.5353 8.3176 10.694 13.665 17.427 21.784 1.9804 2.3765 2.9706 3.9608 4.951 6.5353 8.3176 10.694 13.665 17.427 21.784 i177_W29_60 1.7926 2.3901 2.9877 3.9835 4.9794 6.3737 8.3654 10.556 13.544 17.328 21.71 1.7926 2.3901 2.9877 3.9835 4.9794 6.3737 8.3654 10.556 13.544 17.328 21.71 i178_W29_88 1.8028 2.4038 3.0047 4.0063 5.0079 6.4101 8.2129 10.617 13.621 17.427 21.834 1.8028 2.4038 3.0047 4.0063 5.0079 6.4101 8.2129 10.617 13.621 17.427 21.834 i179_W30_16 1.8131 2.4174 3.0218 3.8276 5.0363 6.4465 8.2596 10.677 13.699 17.325 21.757 1.8131 2.4174 3.0218 3.8276 5.0363 6.4465 8.2596 10.677 13.699 17.325 21.757 i180_W30_45 1.8233 2.4311 3.0389 3.8492 5.0648 6.4829 8.3063 10.535 13.574 17.423 21.677 1.8233 2.4311 3.0389 3.8492 5.0648 6.4829 8.3063 10.535 13.574 17.423 21.677 i181_W30_73 1.8336 2.4448 3.0559 3.8709 5.0932 6.5194 8.3529 10.594 13.65 17.317 21.799 1.8336 2.4448 3.0559 3.8709 5.0932 6.5194 8.3529 10.594 13.65 17.317 21.799 i182_W31_01 1.8438 2.4584 3.073 3.8925 5.1217 6.3509 8.1947 10.653 13.521 17.414 21.716 1.8438 2.4584 3.073 3.8925 5.1217 6.3509 8.1947 10.653 13.521 17.414 21.716 i183_W31_30 1.8541 2.4721 3.0901 3.9141 4.9441 6.3862 8.2402 10.712 13.596 17.305 21.837 1.8541 2.4721 3.0901 3.9141 4.9441 6.3862 8.2402 10.712 13.596 17.305 21.837 i184_W31_58 1.8643 2.2786 3.1072 3.9357 4.9715 6.4215 8.2858 10.564 13.672 17.4 21.75 1.8643 2.2786 3.1072 3.9357 4.9715 6.4215 8.2858 10.564 13.672 17.4 21.75 i185_W31_86 1.8745 2.2911 3.1242 3.9574 4.9988 6.4568 8.3313 10.622 13.538 17.287 21.661 1.8745 2.2911 3.1242 3.9574 4.9988 6.4568 8.3313 10.622 13.538 17.287 21.661 i186_W32_15 1.8848 2.3036 3.1413 3.979 5.0261 6.492 8.3768 10.68 13.612 17.382 21.78 1.8848 2.3036 3.1413 3.979 5.0261 6.492 8.3768 10.68 13.612 17.382 21.78 i187_W32_43 1.895 2.3161 2.9478 4.0006 5.0534 6.5273 8.2118 10.528 13.686 17.476 21.688 1.895 2.3161 2.9478 4.0006 5.0534 6.5273 8.2118 10.528 13.686 17.476 21.688 i188_W32_71 1.9053 2.3287 2.9638 3.8105 5.0807 6.3509 8.2562 10.585 13.549 17.359 21.805 1.9053 2.3287 2.9638 3.8105 5.0807 6.3509 8.2562 10.585 13.549 17.359 21.805 i189_W33_00 1.9155 2.3412 2.9797 3.831 5.108 6.3851 8.3006 10.642 13.621 17.452 21.709 1.9155 2.3412 2.9797 3.831 5.108 6.3851 8.3006 10.642 13.621 17.452 21.709 i190_W33_28 1.9258 2.3537 2.9956 3.8515 4.9214 6.4192 8.345 10.699 13.694 17.332 21.825 1.9258 2.3537 2.9956 3.8515 4.9214 6.4192 8.345 10.699 13.694 17.332 21.825 i191_W33_56 1.936 2.3662 3.0116 3.872 4.9476 6.4533 8.1742 10.54 13.552 17.424 21.726 1.936 2.3662 3.0116 3.872 4.9476 6.4533 8.1742 10.54 13.552 17.424 21.726 i192_W33_85 1.9462 2.3787 3.0275 3.8925 4.9737 6.4875 8.2175 10.596 13.624 17.3 21.841 1.9462 2.3787 3.0275 3.8925 4.9737 6.4875 8.2175 10.596 13.624 17.3 21.841 i193_W34_13 1.9565 2.3913 3.0434 3.913 4.9999 6.5216 8.2607 10.652 13.695 17.391 21.739 1.9565 2.3913 3.0434 3.913 4.9999 6.5216 8.2607 10.652 13.695 17.391 21.739 i194_W34_41 1.9667 2.4038 3.0594 3.9335 5.0261 6.5558 8.304 10.708 13.549 17.482 21.853 1.9667 2.4038 3.0594 3.9335 5.0261 6.5558 8.304 10.708 13.549 17.482 21.853 i195_W34_70 1.977 2.4163 3.0753 3.954 5.0523 6.3703 8.3472 10.544 13.619 17.353 21.747 1.977 2.4163 3.0753 3.954 5.0523 6.3703 8.3472 10.544 13.619 17.353 21.747 i196_W34_98 1.9872 2.4288 3.0912 3.9744 5.0785 6.4033 8.1697 10.599 13.69 17.443 21.859 1.9872 2.4288 3.0912 3.9744 5.0785 6.4033 8.1697 10.599 13.69 17.443 21.859 i197_W35_26 1.7755 2.4413 3.1072 3.9949 5.1046 6.4363 8.2118 10.653 13.538 17.311 21.75 1.7755 2.4413 3.1072 3.9949 5.1046 6.4363 8.2118 10.653 13.538 17.311 21.75 i198_W35_55 1.7846 2.4539 3.1231 4.0154 5.1308 6.4693 8.2539 10.708 13.608 17.4 21.862 1.7846 2.4539 3.1231 4.0154 5.1308 6.4693 8.2539 10.708 13.608 17.4 21.862 i199_W35_83 1.7937 2.4664 3.139 3.8117 4.9328 6.5023 8.296 10.538 13.677 17.489 21.749 1.7937 2.4664 3.139 3.8117 4.9328 6.5023 8.296 10.538 13.677 17.489 21.749 i200_W36_11 1.8028 2.4789 3.155 3.831 4.9578 6.5353 8.3381 10.592 13.521 17.352 21.859 1.8028 2.4789 3.155 3.831 4.9578 6.5353 8.3381 10.592 13.521 17.352 21.859 i201_W36_40 1.8119 2.4914 2.9444 3.8504 4.9828 6.3418 8.3802 10.645 13.59 17.44 21.743 1.8119 2.4914 2.9444 3.8504 4.9828 6.3418 8.3802 10.645 13.59 17.44 21.743 i202_W36_68 1.821 2.2763 2.9592 3.8697 5.0079 6.3737 8.1947 10.699 13.658 17.3 21.853 1.821 2.2763 2.9592 3.8697 5.0079 6.3737 8.1947 10.699 13.658 17.3 21.853 i203_W36_96 1.8302 2.2877 2.974 3.8891 5.0329 6.4055 8.2357 10.523 13.726 17.386 21.733 1.8302 2.2877 2.974 3.8891 5.0329 6.4055 8.2357 10.523 13.726 17.386 21.733 i204_W37_25 1.8393 2.2991 2.9888 3.9084 5.058 6.4374 8.2767 10.576 13.565 17.473 21.841 1.8393 2.2991 2.9888 3.9084 5.058 6.4374 8.2767 10.576 13.565 17.473 21.841 i205_W37_53 1.8484 2.3105 3.0036 3.9278 5.083 6.4693 8.3176 10.628 13.632 17.328 21.718 1.8484 2.3105 3.0036 3.9278 5.083 6.4693 8.3176 10.628 13.632 17.328 21.718 i206_W37_81 1.8575 2.3218 3.0184 3.9471 5.108 6.5011 8.3586 10.68 13.699 17.414 21.825 1.8575 2.3218 3.0184 3.9471 5.108 6.5011 8.3586 10.68 13.699 17.414 21.825 i207_W38_10 1.8666 2.3332 3.0332 3.9665 5.1331 6.533 8.1663 10.733 13.533 17.499 21.699 1.8666 2.3332 3.0332 3.9665 5.1331 6.533 8.1663 10.733 13.533 17.499 21.699 i208_W38_38 1.8757 2.3446 3.048 3.9858 4.9237 6.5649 8.2061 10.551 13.599 17.35 21.805 1.8757 2.3446 3.048 3.9858 4.9237 6.5649 8.2061 10.551 13.599 17.35 21.805 i209_W38_66 1.8848 2.356 3.0628 4.0052 4.9476 6.3612 8.2459 10.602 13.665 17.434 21.675 1.8848 2.356 3.0628 4.0052 4.9476 6.3612 8.2459 10.602 13.665 17.434 21.675 i210_W38_95 1.8939 2.3674 3.0776 4.0245 4.9715 6.3919 8.2858 10.653 13.731 17.282 21.78 1.8939 2.3674 3.0776 4.0245 4.9715 6.3919 8.2858 10.653 13.731 17.282 21.78 i211_W39_23 1.903 2.3787 3.0924 3.806 4.9954 6.4226 8.3256 10.704 13.559 17.365 21.647 1.903 2.3787 3.0924 3.806 4.9954 6.4226 8.3256 10.704 13.559 17.365 21.647 i212_W39_51 1.9121 2.3901 3.1072 3.8242 5.0193 6.4533 8.3654 10.517 13.624 17.448 21.75 1.9121 2.3901 3.1072 3.8242 5.0193 6.4533 8.3654 10.517 13.624 17.448 21.75 i213_W39_80 1.9212 2.4015 3.122 3.8424 5.0432 6.4841 8.1651 10.567 13.689 17.291 21.854 1.9212 2.4015 3.122 3.8424 5.0432 6.4841 8.1651 10.567 13.689 17.291 21.854 i214_W40_08 1.9303 2.4129 3.1368 3.8606 5.0671 6.5148 8.2038 10.617 13.512 17.373 21.716 1.9303 2.4129 3.1368 3.8606 5.0671 6.5148 8.2038 10.617 13.512 17.373 21.716 i215_W40_36 1.9394 2.4243 3.1516 3.8788 5.091 6.5455 8.2425 10.667 13.576 17.455 21.818 1.9394 2.4243 3.1516 3.8788 5.091 6.5455 8.2425 10.667 13.576 17.455 21.818 i216_W40_65 1.9485 2.4357 3.1663 3.897 5.1149 6.3327 8.2812 10.717 13.64 17.293 21.677 1.9485 2.4357 3.1663 3.897 5.1149 6.3327 8.2812 10.717 13.64 17.293 21.677 i217_W40_93 1.9576 2.447 2.9364 3.9153 5.1388 6.3623 8.3199 10.522 13.703 17.374 21.779 1.9576 2.447 2.9364 3.9153 5.1388 6.3623 8.3199 10.522 13.703 17.374 21.779 i218_W41_21 1.9667 2.4584 2.9501 3.9335 4.9168 6.3919 8.3586 10.571 13.521 17.455 21.88 1.9667 2.4584 2.9501 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13.038 12.478 11.778 10.938 9.8185 8.4186 6.5987 4.2188 1.279 0.019023 0.019023 i1_r0_03_w0_35 i2_r0_03_w0_42 i3_r0_03_w0_52 i4_r0_03_w0_63 i5_r0_03_w0_77 i6_r0_03_w0_94 i7_r0_03_w1_15 i8_r0_03_w1_41 i9_r0_03_w1_72 i10_r0_03_w2_10 i11_r0_03_w2_56 i45_r0_10_w0_35 i46_r0_10_w0_42 i47_r0_10_w0_52 i48_r0_10_w0_63 i49_r0_10_w0_77 i50_r0_10_w0_94 i51_r0_10_w1_15 i52_r0_10_w1_41 i53_r0_10_w1_72 i54_r0_10_w2_10 i55_r0_10_w2_56 ______________ ______________ ______________ ______________ ______________ ______________ ______________ ______________ ______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ _______________ i126_W15_14 13.307 12.742 12.037 11.19 10.061 8.6497 6.815 4.5569 1.5931 -2.2175 -6.5925 13.307 12.742 12.037 11.19 10.061 8.6497 6.815 4.5569 1.5931 0.040648 0.040648 i127_W15_43 13.576 13.007 12.437 11.584 10.446 9.023 7.1735 4.8972 1.9095 -1.9318 -6.3421 13.576 13.007 12.437 11.584 10.446 9.023 7.1735 4.8972 1.9095 0.059997 0.059997 i128_W15_71 13.844 13.271 12.697 11.836 10.689 9.2552 7.3909 5.0963 2.0848 -1.6438 -5.9461 13.844 13.271 12.697 11.836 10.689 9.2552 7.3909 5.0963 2.0848 0.077069 0.077069 i129_W15_99 14.113 13.679 12.956 12.089 10.933 9.4873 7.7528 5.4401 2.4046 -1.3536 -5.69 14.113 13.679 12.956 12.089 10.933 9.4873 7.7528 5.4401 2.4046 0.091865 0.091865 i130_W16_28 14.381 13.944 13.216 12.342 11.322 9.8652 7.9713 5.6404 2.7267 -1.0611 -5.4316 14.381 13.944 13.216 12.342 11.322 9.8652 7.9713 5.6404 2.7267 0.10439 -0.041299 i131_W16_56 14.65 14.21 13.475 12.595 11.567 10.099 8.3367 5.9875 2.9042 -0.7663 -5.171 14.65 14.21 13.475 12.595 11.567 10.099 8.3367 5.9875 2.9042 0.11463 -0.032194 i132_W16_84 14.919 14.475 13.735 12.995 11.811 10.332 8.5563 6.189 3.2298 -0.46925 -4.9081 14.919 14.475 13.735 12.995 11.811 10.332 8.5563 6.189 3.2298 0.1226 -0.025365 i133_W17_13 15.187 14.74 14.144 13.249 12.056 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14.928 13.836 12.433 10.562 8.2229 5.2602 1.518 -2.848 16.955 16.487 15.707 14.928 13.836 12.433 10.562 8.2229 5.2602 1.518 0.11463 i140_W19_11 17.225 16.753 16.125 15.183 14.083 12.67 10.785 8.4289 5.4446 1.8321 -2.5657 17.225 16.753 16.125 15.183 14.083 12.67 10.785 8.4289 5.4446 1.8321 0.10439 i141_W19_39 17.494 17.02 16.387 15.438 14.33 12.906 11.166 8.7931 5.7872 1.9903 -2.2812 17.494 17.02 16.387 15.438 14.33 12.906 11.166 8.7931 5.7872 1.9903 0.091865 i142_W19_68 17.764 17.286 16.649 15.693 14.577 13.302 11.39 9.0002 6.1321 2.3079 -1.9944 17.764 17.286 16.649 15.693 14.577 13.302 11.39 9.0002 6.1321 2.3079 0.077069 i143_W19_96 18.034 17.552 16.91 16.108 14.985 13.54 11.615 9.3678 6.3187 2.6277 -1.7053 18.034 17.552 16.91 16.108 14.985 13.54 11.615 9.3678 6.3187 2.6277 0.059997 i144_W20_24 18.303 17.819 17.172 16.364 15.233 13.778 12 9.5761 6.667 2.9498 -1.4139 18.303 17.819 17.172 16.364 15.233 13.778 12 9.5761 6.667 2.9498 0.040648 i145_W20_53 18.573 18.085 17.434 16.62 15.481 14.016 12.226 9.9472 6.8548 3.1114 -1.1203 18.573 18.085 17.434 16.62 15.481 14.016 12.226 9.9472 6.8548 3.1114 0.019023 i146_W20_81 19.007 18.351 17.696 16.876 15.729 14.418 12.615 10.157 7.2065 3.4369 -0.98824 19.007 18.351 17.696 16.876 15.729 14.418 12.615 10.157 7.2065 3.4369 -0.0048778 i147_W21_09 19.278 18.783 18.123 17.132 16.142 14.657 12.841 10.531 7.5604 3.7647 -0.69119 19.278 18.783 18.123 17.132 16.142 14.657 12.841 10.531 7.5604 3.7647 0.13398 i148_W21_38 19.549 19.05 18.385 17.388 16.391 14.896 13.068 10.742 7.7505 4.0948 -0.39185 19.549 19.05 18.385 17.388 16.391 14.896 13.068 10.742 7.7505 4.0948 0.10666 i149_W21_66 19.82 19.318 18.648 17.812 16.641 15.135 13.462 11.119 8.1079 4.2598 -0.09024 19.82 19.318 18.648 17.812 16.641 15.135 13.462 11.119 8.1079 4.2598 0.077069 i150_W21_94 20.09 19.585 18.911 18.069 16.89 15.542 13.689 11.331 8.2991 4.5933 0.21365 20.09 19.585 18.911 18.069 16.89 15.542 13.689 11.331 8.2991 4.5933 0.21365 i151_W22_23 20.361 19.853 19.174 18.326 17.139 15.782 13.917 11.543 8.6599 4.929 0.51981 20.361 19.853 19.174 18.326 17.139 15.782 13.917 11.543 8.6599 4.929 0.51981 i152_W22_51 20.632 20.12 19.437 18.583 17.559 16.023 14.315 11.925 8.8523 5.0963 0.82825 20.632 20.12 19.437 18.583 17.559 16.023 14.315 11.925 8.8523 5.0963 0.82825 i153_W22_79 20.903 20.387 19.7 18.841 17.81 16.263 14.544 12.138 9.2165 5.4355 1.139 20.903 20.387 19.7 18.841 17.81 16.263 14.544 12.138 9.2165 5.4355 1.139 i154_W23_08 21.174 20.655 19.963 19.098 18.06 16.676 14.773 12.524 9.4099 5.777 1.279 21.174 20.655 19.963 19.098 18.06 16.676 14.773 12.524 9.4099 5.777 1.279 i155_W23_36 21.445 20.922 20.226 19.529 18.31 16.917 15.176 12.738 9.7776 5.9465 1.5931 21.445 20.922 20.226 19.529 18.31 16.917 15.176 12.738 9.7776 5.9465 1.5931 i156_W23_64 21.716 21.19 20.664 19.788 18.561 17.159 15.406 12.952 9.9722 6.2914 1.9095 21.716 21.19 20.664 19.788 18.561 17.159 15.406 12.952 9.9722 6.2914 1.9095 i157_W23_93 21.987 21.634 20.928 20.046 18.988 17.4 15.636 13.342 10.343 6.6385 2.2282 21.987 21.634 20.928 20.046 18.988 17.4 15.636 13.342 10.343 6.6385 2.2282 i158_W24_21 22.257 21.902 21.192 20.304 19.239 17.819 15.866 13.557 10.539 6.8104 2.5491 22.257 21.902 21.192 20.304 19.239 17.819 15.866 13.557 10.539 6.8104 2.5491 i159_W24_49 22.528 22.171 21.456 20.563 19.491 18.061 16.274 13.951 10.913 7.161 2.6937 22.528 22.171 21.456 20.563 19.491 18.061 16.274 13.951 10.913 7.161 2.6937 i160_W24_78 22.979 22.44 21.72 20.821 19.742 18.303 16.505 14.167 11.11 7.334 3.0181 22.979 22.44 21.72 20.821 19.742 18.303 16.505 14.167 11.11 7.334 3.0181 i161_W25_06 23.251 22.708 21.984 21.079 19.994 18.546 16.736 14.384 11.488 7.6879 3.3447 23.251 22.708 21.984 21.079 19.994 18.546 16.736 14.384 11.488 7.6879 3.3447 i162_W25_34 23.523 22.977 22.248 21.52 20.245 18.97 17.149 14.782 11.686 8.0442 3.6736 23.523 22.977 22.248 21.52 20.245 18.97 17.149 14.782 11.686 8.0442 3.6736 i163_W25_63 23.795 23.245 22.512 21.779 20.68 19.214 17.382 14.999 12.068 8.2194 3.8216 23.795 23.245 22.512 21.779 20.68 19.214 17.382 14.999 12.068 8.2194 3.8216 i164_W25_91 24.067 23.514 22.776 22.039 20.933 19.458 17.614 15.217 12.267 8.5791 4.1539 24.067 23.514 22.776 22.039 20.933 19.458 17.614 15.217 12.267 8.5791 4.1539 i165_W26_19 24.339 23.783 23.226 22.298 21.185 19.701 17.846 15.62 12.651 8.7555 4.4886 24.339 23.783 23.226 22.298 21.185 19.701 17.846 15.62 12.651 8.7555 4.4886 i166_W26_48 24.611 24.051 23.491 22.558 21.438 19.945 18.265 15.838 12.852 9.1186 4.8255 24.611 24.051 23.491 22.558 21.438 19.945 18.265 15.838 12.852 9.1186 4.8255 i167_W26_76 24.883 24.32 23.756 22.817 21.691 20.376 18.498 16.057 13.24 9.4839 4.9768 24.883 24.32 23.756 22.817 21.691 20.376 18.498 16.057 13.24 9.4839 4.9768 i168_W27_04 25.155 24.588 24.022 23.077 21.943 20.621 18.731 16.464 13.441 9.6626 5.3171 25.155 24.588 24.022 23.077 21.943 20.621 18.731 16.464 13.441 9.6626 5.3171 i169_W27_33 25.427 24.857 24.287 23.336 22.386 20.865 18.965 16.684 13.643 10.031 5.6597 25.427 24.857 24.287 23.336 22.386 20.865 18.965 16.684 13.643 10.031 5.6597 i170_W27_61 25.699 25.317 24.552 23.787 22.64 21.11 19.389 17.095 14.035 10.211 5.8134 25.699 25.317 24.552 23.787 22.64 21.11 19.389 17.095 14.035 10.211 5.8134 i171_W27_89 25.971 25.587 24.817 24.048 22.894 21.355 19.624 17.316 14.238 10.583 6.1594 25.971 25.587 24.817 24.048 22.894 21.355 19.624 17.316 14.238 10.583 6.1594 i172_W28_18 26.243 25.856 25.082 24.308 23.147 21.793 19.858 17.536 14.634 10.764 6.5077 26.243 25.856 25.082 24.308 23.147 21.793 19.858 17.536 14.634 10.764 6.5077 i173_W28_46 26.515 26.126 25.348 24.569 23.401 22.039 20.093 17.757 14.838 11.14 6.6636 26.515 26.126 25.348 24.569 23.401 22.039 20.093 17.757 14.838 11.14 6.6636 i174_W28_74 26.787 26.396 25.613 24.83 23.655 22.285 20.523 18.174 15.237 11.322 7.0153 26.787 26.396 25.613 24.83 23.655 22.285 20.523 18.174 15.237 11.322 7.0153 i175_W29_03 27.059 26.666 26.075 25.09 23.909 22.531 20.758 18.396 15.442 11.701 7.3692 27.059 26.666 26.075 25.09 23.909 22.531 20.758 18.396 15.442 11.701 7.3692 i176_W29_31 27.331 26.935 26.341 25.351 24.361 22.776 20.994 18.618 15.647 11.884 7.5274 27.331 26.935 26.341 25.351 24.361 22.776 20.994 18.618 15.647 11.884 7.5274 i177_W29_60 27.803 27.205 26.607 25.612 24.616 23.221 21.23 19.039 16.051 12.267 7.8848 27.803 27.205 26.607 25.612 24.616 23.221 21.23 19.039 16.051 12.267 7.8848 i178_W29_88 28.076 27.475 26.874 25.872 24.871 23.468 21.666 19.262 16.257 12.451 8.0442 28.076 27.475 26.874 25.872 24.871 23.468 21.666 19.262 16.257 12.451 8.0442 i179_W30_16 28.349 27.745 27.14 26.334 25.126 23.715 21.902 19.485 16.463 12.837 8.405 28.349 27.745 27.14 26.334 25.126 23.715 21.902 19.485 16.463 12.837 8.405 i180_W30_45 28.622 28.014 27.406 26.596 25.381 23.962 22.139 19.911 16.872 13.022 8.768 28.622 28.014 27.406 26.596 25.381 23.962 22.139 19.911 16.872 13.022 8.768 i181_W30_73 28.895 28.284 27.673 26.858 25.635 24.209 22.376 20.135 17.079 13.412 8.9296 28.895 28.284 27.673 26.858 25.635 24.209 22.376 20.135 17.079 13.412 8.9296 i182_W31_01 29.168 28.554 27.939 27.12 25.89 24.661 22.817 20.359 17.491 13.598 9.2961 29.168 28.554 27.939 27.12 25.89 24.661 22.817 20.359 17.491 13.598 9.2961 i183_W31_30 29.441 28.823 28.205 27.381 26.351 24.909 23.055 20.583 17.699 13.991 9.4589 29.441 28.823 28.205 27.381 26.351 24.909 23.055 20.583 17.699 13.991 9.4589 i184_W31_58 29.715 29.3 28.472 27.643 26.607 25.157 23.293 21.015 17.907 14.179 9.8288 29.715 29.3 28.472 27.643 26.607 25.157 23.293 21.015 17.907 14.179 9.8288 i185_W31_86 29.988 29.571 28.738 27.905 26.864 25.406 23.531 21.24 18.324 14.575 10.201 29.988 29.571 28.738 27.905 26.864 25.406 23.531 21.24 18.324 14.575 10.201 i186_W32_15 30.261 29.842 29.004 28.167 27.12 25.654 23.769 21.465 18.533 14.764 10.366 30.261 29.842 29.004 28.167 27.12 25.654 23.769 21.465 18.533 14.764 10.366 i187_W32_43 30.534 30.113 29.481 28.429 27.376 25.902 24.217 21.901 18.743 14.953 10.742 30.534 30.113 29.481 28.429 27.376 25.902 24.217 21.901 18.743 14.953 10.742 i188_W32_71 30.807 30.384 29.749 28.902 27.632 26.362 24.456 22.128 19.164 15.353 10.908 30.807 30.384 29.749 28.902 27.632 26.362 24.456 22.128 19.164 15.353 10.908 i189_W33_00 31.08 30.655 30.016 29.165 27.888 26.611 24.695 22.354 19.375 15.543 11.287 31.08 30.655 30.016 29.165 27.888 26.611 24.695 22.354 19.375 15.543 11.287 i190_W33_28 31.354 30.926 30.284 29.428 28.358 26.86 24.934 22.581 19.585 15.948 11.454 31.354 30.926 30.284 29.428 28.358 26.86 24.934 22.581 19.585 15.948 11.454 i191_W33_56 31.627 31.197 30.551 29.691 28.615 27.109 25.389 23.022 20.011 16.139 11.836 31.627 31.197 30.551 29.691 28.615 27.109 25.389 23.022 20.011 16.139 11.836 i192_W33_85 31.9 31.467 30.819 29.954 28.872 27.359 25.629 23.25 20.222 16.546 12.005 31.9 31.467 30.819 29.954 28.872 27.359 25.629 23.25 20.222 16.546 12.005 i193_W34_13 32.173 31.738 31.086 30.217 29.13 27.608 25.869 23.478 20.434 16.739 12.391 32.173 31.738 31.086 30.217 29.13 27.608 25.869 23.478 20.434 16.739 12.391 i194_W34_41 32.446 32.009 31.354 30.479 29.387 27.857 26.109 23.705 20.864 16.931 12.56 32.446 32.009 31.354 30.479 29.387 27.857 26.109 23.705 20.864 16.931 12.56 i195_W34_70 32.719 32.28 31.621 30.742 29.644 28.326 26.349 24.152 21.077 17.343 12.95 32.719 32.28 31.621 30.742 29.644 28.326 26.349 24.152 21.077 17.343 12.95 i196_W34_98 32.993 32.551 31.889 31.005 29.901 28.576 26.81 24.381 21.29 17.536 13.12 32.993 32.551 31.889 31.005 29.901 28.576 26.81 24.381 21.29 17.536 13.12 i197_W35_26 33.488 32.822 32.156 31.268 30.159 28.827 27.051 24.61 21.725 17.952 13.513 33.488 32.822 32.156 31.268 30.159 28.827 27.051 24.61 21.725 17.952 13.513 i198_W35_55 33.762 33.093 32.423 31.531 30.416 29.077 27.293 24.839 21.939 18.146 13.685 33.762 33.093 32.423 31.531 30.416 29.077 27.293 24.839 21.939 18.146 13.685 i199_W35_83 34.036 33.364 32.691 32.018 30.897 29.328 27.534 25.292 22.153 18.341 14.081 34.036 33.364 32.691 32.018 30.897 29.328 27.534 25.292 22.153 18.341 14.081 i200_W36_11 34.311 33.634 32.958 32.282 31.156 29.578 27.775 25.522 22.592 18.761 14.254 34.311 33.634 32.958 32.282 31.156 29.578 27.775 25.522 22.592 18.761 14.254 i201_W36_40 34.585 33.905 33.452 32.546 31.414 30.055 28.017 25.752 22.807 18.957 14.653 34.585 33.905 33.452 32.546 31.414 30.055 28.017 25.752 22.807 18.957 14.653 i202_W36_68 34.859 34.404 33.721 32.81 31.672 30.306 28.485 25.981 23.022 19.38 14.828 34.859 34.404 33.721 32.81 31.672 30.306 28.485 25.981 23.022 19.38 14.828 i203_W36_96 35.133 34.676 33.99 33.074 31.931 30.558 28.728 26.44 23.237 19.577 15.23 35.133 34.676 33.99 33.074 31.931 30.558 28.728 26.44 23.237 19.577 15.23 i204_W37_25 35.408 34.948 34.258 33.339 32.189 30.81 28.97 26.671 23.682 19.774 15.406 35.408 34.948 34.258 33.339 32.189 30.81 28.97 26.671 23.682 19.774 15.406 i205_W37_53 35.682 35.22 34.527 33.603 32.447 31.061 29.213 26.902 23.899 20.202 15.812 35.682 35.22 34.527 33.603 32.447 31.061 29.213 26.902 23.899 20.202 15.812 i206_W37_81 35.956 35.492 34.795 33.867 32.706 31.313 29.455 27.133 24.115 20.4 15.988 35.956 35.492 34.795 33.867 32.706 31.313 29.455 27.133 24.115 20.4 15.988 i207_W38_10 36.231 35.764 35.064 34.131 32.964 31.564 29.931 27.364 24.564 20.598 16.398 36.231 35.764 35.064 34.131 32.964 31.564 29.931 27.364 24.564 20.598 16.398 i208_W38_38 36.505 36.036 35.333 34.395 33.457 31.816 30.174 27.83 24.782 21.031 16.576 36.505 36.036 35.333 34.395 33.457 31.816 30.174 27.83 24.782 21.031 16.576 i209_W38_66 36.779 36.308 35.601 34.659 33.716 32.303 30.418 28.062 24.999 21.23 16.989 36.779 36.308 35.601 34.659 33.716 32.303 30.418 28.062 24.999 21.23 16.989 i210_W38_95 37.053 36.58 35.87 34.923 33.976 32.555 30.662 28.294 25.217 21.666 17.168 37.053 36.58 35.87 34.923 33.976 32.555 30.662 28.294 25.217 21.666 17.168 i211_W39_23 37.328 36.852 36.138 35.425 34.235 32.808 30.905 28.526 25.672 21.866 17.584 37.328 36.852 36.138 35.425 34.235 32.808 30.905 28.526 25.672 21.866 17.584 i212_W39_51 37.602 37.124 36.407 35.69 34.495 33.061 31.149 28.998 25.89 22.066 17.764 37.602 37.124 36.407 35.69 34.495 33.061 31.149 28.998 25.89 22.066 17.764 i213_W39_80 37.876 37.396 36.676 35.955 34.754 33.313 31.632 29.231 26.109 22.507 17.944 37.876 37.396 36.676 35.955 34.754 33.313 31.632 29.231 26.109 22.507 17.944 i214_W40_08 38.151 37.668 36.944 36.22 35.014 33.566 31.877 29.464 26.569 22.708 18.365 38.151 37.668 36.944 36.22 35.014 33.566 31.877 29.464 26.569 22.708 18.365 i215_W40_36 38.425 37.94 37.213 36.486 35.273 33.819 32.122 29.698 26.788 22.91 18.546 38.425 37.94 37.213 36.486 35.273 33.819 32.122 29.698 26.788 22.91 18.546 i216_W40_65 38.699 38.212 37.481 36.751 35.533 34.315 32.367 29.931 27.008 23.355 18.97 38.699 38.212 37.481 36.751 35.533 34.315 32.367 29.931 27.008 23.355 18.97 i217_W40_93 38.974 38.484 37.995 37.016 35.792 34.569 32.611 30.409 27.228 23.557 19.153 38.974 38.484 37.995 37.016 35.792 34.569 32.611 30.409 27.228 23.557 19.153 i218_W41_21 39.248 38.756 38.264 37.281 36.298 34.823 32.856 30.643 27.693 23.76 19.335 39.248 38.756 38.264 37.281 36.298 34.823 32.856 30.643 27.693 23.76 19.335 i219_W41_50 39.522 39.028 38.534 37.546 36.558 35.077 33.101 30.878 27.914 24.209 19.764 39.522 39.028 38.534 37.546 36.558 35.077 33.101 30.878 27.914 24.209 19.764 i220_W41_78 39.796 39.3 38.804 37.811 36.819 35.33 33.593 31.112 28.135 24.413 19.947 39.796 39.3 38.804 37.811 36.819 35.33 33.593 31.112 28.135 24.413 19.947 i221_W42_06 40.071 39.572 39.074 38.077 37.08 35.584 33.839 31.347 28.356 24.617 20.379 40.071 39.572 39.074 38.077 37.08 35.584 33.839 31.347 28.356 24.617 20.379 i222_W42_35 40.345 39.844 39.343 38.342 37.34 35.838 34.085 31.832 28.827 25.071 20.564 40.345 39.844 39.343 38.342 37.34 35.838 34.085 31.832 28.827 25.071 20.564 i223_W42_63 40.871 40.368 39.613 38.607 37.601 36.092 34.331 32.067 29.049 25.276 20.748 40.871 40.368 39.613 38.607 37.601 36.092 34.331 32.067 29.049 25.276 20.748 i224_W42_91 41.146 40.641 39.883 38.872 37.862 36.346 34.577 32.303 29.271 25.481 21.185 41.146 40.641 39.883 38.872 37.862 36.346 34.577 32.303 29.271 25.481 21.185 i225_W43_20 41.422 40.914 40.153 39.391 38.122 36.853 34.823 32.538 29.493 25.686 21.371 41.422 40.914 40.153 39.391 38.122 36.853 34.823 32.538 29.493 25.686 21.371 i226_W43_48 41.697 41.187 40.422 39.658 38.383 37.108 35.323 32.774 29.97 26.145 21.811 41.697 41.187 40.422 39.658 38.383 37.108 35.323 32.774 29.97 26.145 21.811 i227_W43_77 41.973 41.46 40.692 39.924 38.643 37.363 35.57 33.266 30.193 26.351 21.998 41.973 41.46 40.692 39.924 38.643 37.363 35.57 33.266 30.193 26.351 21.998 i228_W44_05 42.248 41.734 40.962 40.19 38.904 37.618 35.817 33.502 30.416 26.557 22.185 42.248 41.734 40.962 40.19 38.904 37.618 35.817 33.502 30.416 26.557 22.185 i229_W44_33 42.523 42.007 41.232 40.457 39.423 37.873 36.064 33.739 30.639 27.022 22.63 42.523 42.007 41.232 40.457 39.423 37.873 36.064 33.739 30.639 27.022 22.63 i230_W44_62 42.799 42.28 41.501 40.723 39.685 38.128 36.311 33.976 31.121 27.229 22.817 42.799 42.28 41.501 40.723 39.685 38.128 36.311 33.976 31.121 27.229 22.817 i231_W44_90 43.074 42.553 41.771 40.989 39.947 38.383 36.558 34.213 31.346 27.436 23.005 43.074 42.553 41.771 40.989 39.947 38.383 36.558 34.213 31.346 27.436 23.005 i232_W45_18 43.35 42.826 42.041 41.256 40.208 38.638 36.805 34.449 31.57 27.905 23.455 43.35 42.826 42.041 41.256 40.208 38.638 36.805 34.449 31.57 27.905 23.455 i233_W45_47 43.625 43.099 42.311 41.522 40.47 38.893 37.315 34.949 31.794 28.113 23.644 43.625 43.099 42.311 41.522 40.47 38.893 37.315 34.949 31.794 28.113 23.644 i234_W45_75 43.901 43.373 42.58 41.788 40.732 39.412 37.563 35.187 32.018 28.322 24.097 43.901 43.373 42.58 41.788 40.732 39.412 37.563 35.187 32.018 28.322 24.097 i235_W46_03 44.176 43.646 42.85 42.055 40.994 39.668 37.811 35.425 32.508 28.53 24.287 44.176 43.646 42.85 42.055 40.994 39.668 37.811 35.425 32.508 28.53 24.287 i236_W46_32 44.451 43.919 43.386 42.321 41.256 39.924 38.06 35.663 32.733 29.004 24.477 44.451 43.919 43.386 42.321 41.256 39.924 38.06 35.663 32.733 29.004 24.477 i237_W46_60 44.727 44.192 43.657 42.587 41.517 40.18 38.308 35.901 32.958 29.214 24.934 44.727 44.192 43.657 42.587 41.517 40.18 38.308 35.901 32.958 29.214 24.934 i238_W46_88 45.002 44.465 43.928 42.854 41.779 40.436 38.556 36.138 33.184 29.423 25.126 45.002 44.465 43.928 42.854 41.779 40.436 38.556 36.138 33.184 29.423 25.126 i239_W47_17 45.278 44.738 44.199 43.12 42.041 40.692 38.804 36.646 33.409 29.902 25.317 45.278 44.738 44.199 43.12 42.041 40.692 38.804 36.646 33.409 29.902 25.317 i240_W47_45 45.553 45.011 44.47 43.657 42.303 40.948 39.052 36.885 33.905 30.113 25.779 45.553 45.011 44.47 43.657 42.303 40.948 39.052 36.885 33.905 30.113 25.779 i241_W47_73 45.829 45.285 44.741 43.925 42.836 41.204 39.572 37.124 34.132 30.324 25.971 45.829 45.285 44.741 43.925 42.836 41.204 39.572 37.124 34.132 30.324 25.971 i242_W48_02 46.104 45.558 45.011 44.192 43.099 41.46 39.821 37.363 34.358 30.534 26.164 46.104 45.558 45.011 44.192 43.099 41.46 39.821 37.363 34.358 30.534 26.164 i243_W48_30 46.38 45.831 45.282 44.459 43.362 41.717 40.071 37.602 34.585 31.019 26.63 46.38 45.831 45.282 44.459 43.362 41.717 40.071 37.602 34.585 31.019 26.63 i244_W48_58 46.655 46.104 45.553 44.727 43.625 42.248 40.32 37.841 35.087 31.231 26.824 46.655 46.104 45.553 44.727 43.625 42.248 40.32 37.841 35.087 31.231 26.824 i245_W48_87 46.93 46.377 45.824 44.994 43.888 42.505 40.569 38.357 35.314 31.442 27.017 46.93 46.377 45.824 44.994 43.888 42.505 40.569 38.357 35.314 31.442 27.017 i246_W49_15 47.206 46.65 46.095 45.262 44.151 42.762 40.818 38.597 35.542 31.654 27.488 47.206 46.65 46.095 45.262 44.151 42.762 40.818 38.597 35.542 31.654 27.488 i247_W49_43 47.481 46.924 46.366 45.529 44.414 43.02 41.068 38.837 35.77 32.145 27.683 47.481 46.924 46.366 45.529 44.414 43.02 41.068 38.837 35.77 32.145 27.683 i248_W49_72 47.757 47.197 46.637 45.797 44.677 43.277 41.317 39.077 35.997 32.357 27.878 47.757 47.197 46.637 45.797 44.677 43.277 41.317 39.077 35.997 32.357 27.878 i249_W50_00 48.032 47.751 46.908 46.064 44.94 43.534 41.847 39.317 36.506 32.57 28.353 48.032 47.751 46.908 46.064 44.94 43.534 41.847 39.317 36.506 32.57 28.353
Graph
if (bl_graph_evf)
Generate Limited Legends
8 graph points, 2 levels of borrow rates, and 4 levels of rbr rates
ar_it_z_r_borr = ([1 round((fl_z_r_borr_n)/2) (fl_z_r_borr_n)]); ar_it_z_wage = ([1 round((it_z_wage_n)/2) (it_z_wage_n)]); % combine by index mt_it_z_graph = ar_it_z_wage' + it_z_wage_n*(ar_it_z_r_borr-1); ar_it_z_graph = mt_it_z_graph(:)'; % legends index final cl_st_legendCell = cellstr([num2str(ar_z_r_borr_mesh_wage_w1r2', 'zr=%3.2f;'), ... num2str(ar_z_wage_mesh_r_borr_w1r2', 'zw=%3.2f')]);
Graph 1, V and EV
if (~bl_graph_onebyones) figure('PaperPosition', [0 0 14 4]); hold on; end
for subplot_j=1:1:2
if (~bl_graph_onebyones) hAxis(subplot_j) = subplot(1,2,subplot_j); else figure('PaperPosition', [0 0 7 4]); end
% cl_val_wkb_interpolated if (subplot_j==1) chart = plot(mt_val); end if (subplot_j==2) chart = plot(mt_ev_condi_z); end
clr = jet(numel(chart)); for m = 1:numel(chart) set(chart(m),'Color',clr(m,:)) end
legend(chart(ar_it_z_graph), cl_st_legendCell(ar_it_z_graph), 'Location','southeast');
if (subplot_j==1) title('V(coh,zp); w(k+b),k,z'); end if (subplot_j==2) title('E_z(V(coh,zp|z))'); end
ylabel('Next Period Value'); xlabel({'Index of Cash-on-Hand Discrete Point'... 'Each Segment is a w=k+b; within segment increasing k'... 'EV and V identical if shock is fully persistent'}); grid on; grid minor; end
% Share y axis if (~bl_graph_onebyones) linkaxes(hAxis,'y'); end
% save file if (bl_img_save) mkdir(support_map('st_img_path')); st_file_name = [st_img_prefix st_img_name_main '_vev' st_img_suffix]; saveas(gcf, strcat(st_img_path, st_file_name)); end
Graph 2, max(EV)
if(~bl_graph_onebyones) figure('PaperPosition', [0 0 7 4]); end for sub_j=1:1:1 if(sub_j==1) mt_outcome = mt_ev_condi_z_max; st_y_label = 'max_{k''}(E(V(coh(k'',b''=w-k''),z''|z,w))'; end if(~bl_graph_onebyones) subplot(1,1,sub_j) else figure('PaperPosition', [0 0 7 4]); end hold on; clr = jet(length(ar_it_z_graph)); i_ctr = 0; for i = ar_it_z_graph i_ctr = i_ctr + 1; ar_x = ar_w_level; ar_y = mt_outcome(:, i); scatter(ar_x, ar_y, 5, ... 'MarkerEdgeColor', clr(i_ctr,:), ... 'MarkerFaceColor', clr(i_ctr,:)); end grid on; grid minor; title(['2nd Stage Exp Value at Optimal K given W=K''+B''']) ylabel(st_y_label) xlabel({'Aggregate Savings'}) legendCell_here = cl_st_legendCell; legendCell_here{length(legendCell_here) + 1} = 'max-agg-save'; legend(legendCell_here([ar_it_z_graph length(legendCell_here)]), 'Location','southeast'); xline0 = xline(0); xline0.HandleVisibility = 'off'; yline0 = yline(0); yline0.HandleVisibility = 'off'; end % save file if (bl_img_save) mkdir(support_map('st_img_path')); st_file_name = [st_img_prefix st_img_name_main '_maxev' st_img_suffix]; saveas(gcf, strcat(st_img_path, st_file_name)); end
Warning: Ignoring extra legend entries.
Graph 3, at max(EV) optimal choice category, color regions, borrow save
% Borrow Vs Save [ar_z_mw, ar_w_mz] = meshgrid(ar_z_wage_mesh_r_borr_w1r2, ar_w_level); mt_it_borr_idx = (mt_ev_condi_z_max_bp < 0); mt_it_riskyhalf_idx = ((mt_ev_condi_z_max_kp./mt_ev_condi_z_max_bp) > 0.5); mt_it_kzero_idx = (mt_ev_condi_z_max_kp == 0); mt_it_isnan_idx = (isnan(mt_ev_condi_z_max_kp)); figure('PaperPosition', [0 0 7 4]); % States: ar_w, ar_z % Choices: mt_ev_condi_z_max_kp, mt_ev_condi_z_max_bp hold on; it_sca_size = 10; chart_br = scatter(ar_w_mz(mt_it_borr_idx),... ar_z_mw(mt_it_borr_idx),... it_sca_size, 'blue', 'filled'); % legend([chart_br], {'Borrow'}, 'Location','northeast'); chart_khalf = scatter(ar_w_mz(~mt_it_borr_idx & mt_it_riskyhalf_idx),... ar_z_mw(~mt_it_borr_idx & mt_it_riskyhalf_idx),... it_sca_size, 'black', 'filled'); % legend([chart_khalf], {'Save >0.5 K'}, 'Location','northeast'); chart_sv = scatter(ar_w_mz(~mt_it_borr_idx & ~mt_it_riskyhalf_idx),... ar_z_mw(~mt_it_borr_idx & ~mt_it_riskyhalf_idx),... it_sca_size, 'red', 'filled'); % legend([chart_sv], {'Save <0.5 K'}, 'Location','northeast'); chart_invalid = scatter(ar_w_mz(mt_it_kzero_idx | mt_it_isnan_idx),... ar_z_mw(mt_it_kzero_idx | mt_it_isnan_idx),... it_sca_size, 'yellow', 'filled'); legend([chart_br, chart_khalf, chart_sv, chart_invalid], ... {'Borrow','Save >0.5 K','Save <0.5 K', 'k=0 or k=nan'}, 'Location','northeast'); title('Borrow and Save Regions') ylabel('Shocks') xlabel({'Total Savings w=k+b'}) grid on; % save file if (bl_img_save) mkdir(support_map('st_img_path')); st_file_name = [st_img_prefix st_img_name_main '_maxbrsv' st_img_suffix]; saveas(gcf, strcat(st_img_path, st_file_name)); end
Graph 4, Optimal K' and B' Levels
[~, ar_w_mz] = meshgrid(ar_z_wage_mesh_r_borr_w1r2, ar_w_level); for sub_j=1:1:4 if (bl_graph_onebyones) figure('PaperPosition', [0 0 7 4]); end if (sub_j==1) if(~bl_graph_onebyones) figure('PaperPosition', [0 0 14 4]); subplot(1,2,sub_j); end mt_y = mt_ev_condi_z_max_bp; end if (sub_j==2) if(~bl_graph_onebyones) subplot(1,2,sub_j); end mt_y = mt_ev_condi_z_max_kp; end if (sub_j==3) if(~bl_graph_onebyones) figure('PaperPosition', [0 0 14 4]); subplot(1,2,sub_j-2); end mt_y = zeros(size(mt_ev_condi_z_max_bp)); mt_it_borr_idx = (mt_ev_condi_z_max_bp < 0); mt_y(mt_it_borr_idx) = -mt_ev_condi_z_max_bp(mt_it_borr_idx)/fl_b_bd; mt_y(~mt_it_borr_idx) = mt_ev_condi_z_max_bp(~mt_it_borr_idx)./ar_w_mz(~mt_it_borr_idx); end if (sub_j==4) if(~bl_graph_onebyones) subplot(1,2,sub_j-2); end mt_y = mt_ev_condi_z_max_kp./(ar_w_level'-fl_b_bd); end hold on; chart = plot(ar_w_level, mt_y); clr = jet(numel(chart)); if (length(ar_w_level) <= 100) scatter(ar_w_mz(:), mt_y(:), 3, 'filled', 'MarkerEdgeColor', 'b', 'MarkerFaceColor', 'b'); end for m = 1:numel(chart) set(chart(m),'Color',clr(m,:)) end legend2plot = fliplr(ar_it_z_graph); legendCell = cl_st_legendCell; xline0 = xline(0); xline0.HandleVisibility = 'off'; yline0 = yline(0); yline0.HandleVisibility = 'off'; grid on; if (sub_j<=2) hline = refline([1 0]); hline.Color = 'k'; hline.LineStyle = ':'; hline.HandleVisibility = 'off'; end if (sub_j==1) title('B Choices of W'); ylabel('B Choices'); xlabel({'Total Savings w=k+b'}); legend(chart(legend2plot), legendCell(legend2plot), 'Location','northwest'); end if (sub_j==2) title('K Choices of W'); ylabel('K Choices'); xlabel({'Total Savings w=k+b'}); legend(chart(legend2plot), legendCell(legend2plot), 'Location','northwest'); end if (sub_j==3) title('B Fraction of Borrow Max and Save'); ylabel('B/bar(B) if br or B/W if sv'); xlabel({'Total Savings w=k+b'}); % set(gca, 'YScale', 'log'); ylim([-1.1 1.1]); legend(chart(legend2plot), legendCell(legend2plot), 'Location','northwest'); end if (sub_j==4) title('K Fraction Choices of Total K Possible'); ylabel('K/(W-bar(b)) '); xlabel({'Total Savings w=k+b'}); % set(gca, 'YScale', 'log'); ylim([0 1.1]); legend(chart(legend2plot), legendCell(legend2plot), 'Location','northeast'); end end % save file if (bl_img_save) mkdir(support_map('st_img_path')); st_file_name = [st_img_prefix st_img_name_main '_wkbopti' st_img_suffix]; saveas(gcf, strcat(st_img_path, st_file_name)); end
end
Display Various Containers
if (bl_display_evf)
Display 1 support_map
fft_container_map_display(support_map, it_display_summmat_rowmax, it_display_summmat_colmax);
---------------------------------------- ---------------------------------------- xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx Begin: Show all key and value pairs from container CONTAINER NAME: SUPPORT_MAP ---------------------------------------- Map with properties: Count: 43 KeyType: char ValueType: any xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx ---------------------------------------- ---------------------------------------- pos = 29 ; key = st_img_name_main ; val = _default pos = 30 ; key = st_img_path ; val = C:/Users/fan/CodeDynaAsset//m_ipwkbzr//solve/img/ pos = 31 ; key = st_img_prefix ; val = pos = 32 ; key = st_img_suffix ; val = _p4.png pos = 33 ; key = st_mat_name_main ; val = _default pos = 34 ; key = st_mat_path ; val = C:/Users/fan/CodeDynaAsset//m_ipwkbzr//solve/mat/ pos = 35 ; key = st_mat_prefix ; val = pos = 36 ; key = st_mat_suffix ; val = _p4 pos = 37 ; key = st_mat_test_path ; val = C:/Users/fan/CodeDynaAsset//m_ipwkbzr//test/ff_ipwkbzr_ds_vecsv/mat/ pos = 38 ; key = st_matimg_path_root ; val = C:/Users/fan/CodeDynaAsset//m_ipwkbzr/ pos = 39 ; key = st_profile_name_main ; val = _default pos = 40 ; key = st_profile_path ; val = C:/Users/fan/CodeDynaAsset//m_ipwkbzr//solve/profile/ pos = 41 ; key = st_profile_prefix ; val = pos = 42 ; key = st_profile_suffix ; val = _p4 pos = 43 ; key = st_title_prefix ; val = ---------------------------------------- xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx Scalars in Container and Sizes and Basic Statistics xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx i idx value __ ___ _____ bl_display 1 1 0 bl_display_defparam 2 2 1 bl_display_dist 3 3 0 bl_display_evf 4 4 1 bl_display_final 5 5 1 bl_display_final_dist 6 6 0 bl_display_final_dist_detail 7 7 0 bl_display_funcgrids 8 8 0 bl_graph 9 9 1 bl_graph_coh_t_coh 10 10 1 bl_graph_evf 11 11 1 bl_graph_funcgrids 12 12 0 bl_graph_funcgrids_detail 13 13 0 bl_graph_onebyones 14 14 1 bl_graph_pol_lvl 15 15 1 bl_graph_pol_pct 16 16 1 bl_graph_val 17 17 1 bl_img_save 18 18 0 bl_mat 19 19 0 bl_post 20 20 1 bl_profile 21 21 0 bl_profile_dist 22 22 0 bl_time 23 23 0 it_display_every 24 24 5 it_display_final_colmax 25 25 12 it_display_final_rowmax 26 26 100 it_display_summmat_colmax 27 27 7 it_display_summmat_rowmax 28 28 7
Display 2 armt_map
fft_container_map_display(armt_map, it_display_summmat_rowmax, it_display_summmat_colmax);
---------------------------------------- ---------------------------------------- xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx Begin: Show all key and value pairs from container CONTAINER NAME: ARMT_MAP ---------------------------------------- Map with properties: Count: 31 KeyType: char ValueType: any xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx ---------------------------------------- ---------------------------------------- ---------------------------------------- xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx Matrix in Container and Sizes and Basic Statistics xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx i idx rowN colN mean std min max __ ___ __________ __________ ________ ________ __________ _______ ar_a_meshk 1 1 62250 1 -2.5301 15.485 -20 50 ar_ak_perc 2 2 1 250 0.5 0.29041 0 1 ar_aplusk_mesh 3 3 62250 1 14.94 20.27 -20 50 ar_interp_c_grid 4 4 1 7.7238e+05 38.639 22.297 0.02 77.258 ar_interp_coh_grid 5 5 1 772 18.605 22.341 -20 57.258 ar_k_mesha 6 6 62250 1 17.47 15.485 0 70 ar_w_level 7 7 1 249 14.94 20.311 -20 50 ar_w_perc 8 8 1 50 0.5 0.2975 0 1 ar_z_r_borr 9 9 1 5 0.06 0.02767 0.025 0.095 ar_z_r_borr_mesh_wage_r1w2 10 10 1 55 0.06 0.024977 0.025 0.095 ar_z_r_borr_mesh_wage_w1r2 11 11 1 55 0.06 0.024977 0.025 0.095 ar_z_r_borr_prob 12 12 1 5 0.2 0.34803 0.00012164 0.81093 ar_z_wage 13 13 1 11 1.1422 0.72828 0.34664 2.5613 ar_z_wage_mesh_r_borr_r1w2 14 14 1 55 1.1422 0.70079 0.34664 2.5613 ar_z_wage_mesh_r_borr_w1r2 15 15 1 55 1.1422 0.70079 0.34664 2.5613 ar_z_wage_prob 16 16 1 11 0.090909 0.084822 0.0039324 0.23011 cl_mt_coh_wkb_mesh_z_r_borr 17 17 62250 55 16.763 20.566 -20.056 57.258 mt_coh_wkb 18 19 3.1125e+05 11 16.486 20.735 -21.456 57.258 mt_coh_wkb_mesh_z_r_borr 19 20 3.1125e+05 55 16.486 20.735 -21.456 57.258 mt_interp_coh_grid_mesh_w_perc 20 21 50 772 18.605 22.327 -20 57.258 mt_interp_coh_grid_mesh_z 21 22 772 55 18.605 22.327 -20 57.258 mt_interp_coh_grid_mesh_z_wage 22 23 772 11 18.605 22.328 -20 57.258 mt_k 23 24 250 249 17.47 15.485 0 70 mt_w_perc_mesh_interp_coh_grid 24 25 50 772 -0.69759 17.237 -20 57.258 mt_z_mesh_coh_wkb 25 26 3.1125e+05 55 28 15.875 1 55 mt_z_mesh_coh_wkb_seg 26 27 62250 55 28 15.875 1 55 mt_z_mesh_interp_coh_grid 27 28 772 55 28 15.875 1 55 mt_z_trans 28 29 55 55 0.018182 0.055867 0 0.31053 mt_z_wage_mesh_coh_wkb 29 30 3.1125e+05 11 1.1422 0.69439 0.34664 2.5613 mt_z_wage_mesh_interp_coh_grid 30 31 772 11 1.1422 0.69443 0.34664 2.5613 ---------------------------------------- xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx Scalars in Container and Sizes and Basic Statistics xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx i idx value _ ___ _____ it_ameshk_n 1 18 62250
Display 3 param_map
fft_container_map_display(param_map, it_display_summmat_rowmax, it_display_summmat_colmax);
---------------------------------------- ---------------------------------------- xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx Begin: Show all key and value pairs from container CONTAINER NAME: PARAM_MAP ---------------------------------------- Map with properties: Count: 41 KeyType: char ValueType: any xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx ---------------------------------------- ---------------------------------------- pos = 37 ; key = st_analytical_stationary_type ; val = eigenvector pos = 38 ; key = st_model ; val = ipwkbzr pos = 39 ; key = st_v_coh_z_interp_method ; val = method_cell pos = 40 ; key = st_z_r_borr_drv_ele_type ; val = unif pos = 41 ; key = st_z_r_borr_drv_prb_type ; val = poiss ---------------------------------------- xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx Scalars in Container and Sizes and Basic Statistics xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx i idx value __ ___ _______ bl_default 1 1 1 fl_Amean 2 2 1 fl_alpha 3 3 0.36 fl_b_bd 4 4 -20 fl_beta 5 5 0.94 fl_c_min 6 6 0.02 fl_coh_interp_grid_gap 7 7 0.1 fl_crra 8 8 1.5 fl_default_wprime 9 9 0 fl_delta 10 10 0.08 fl_k_max 11 11 70 fl_k_min 12 12 0 fl_nan_replace 13 13 -9999 fl_r_save 14 14 0.025 fl_tol_dist 15 15 1e-05 fl_tol_pol 16 16 1e-05 fl_tol_val 17 17 1e-05 fl_w 18 18 0.44365 fl_w_interp_grid_gap 19 19 0.28 fl_w_max 20 20 50 fl_w_min 21 21 -20 fl_z_r_borr_max 22 22 0.095 fl_z_r_borr_min 23 23 0.025 fl_z_r_borr_n 24 24 5 fl_z_r_borr_poiss_mean 25 25 20 fl_z_wage_mu 26 26 0 fl_z_wage_rho 27 27 0.8 fl_z_wage_sig 28 28 0.2 it_ak_perc_n 29 29 250 it_c_interp_grid_gap 30 30 0.0001 it_maxiter_dist 31 31 1000 it_maxiter_val 32 32 250 it_tol_pol_nochange 33 33 25 it_w_perc_n 34 34 50 it_z_n 35 35 55 it_z_wage_n 36 36 11
Display 4 func_map
fft_container_map_display(func_map, it_display_summmat_rowmax, it_display_summmat_colmax);
---------------------------------------- ---------------------------------------- xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx Begin: Show all key and value pairs from container CONTAINER NAME: FUNC_MAP ---------------------------------------- Map with properties: Count: 8 KeyType: char ValueType: any xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx ---------------------------------------- ---------------------------------------- pos = 1 ; key = f_coh ; val = @(fl_r_borr,z,b,k)(f_prod(z,k)+k*(1-fl_delta)+fl_w+b.*(1+fl_r_save).*(b>0)+b.*(1+fl_r_borr).*(b<=0)) pos = 2 ; key = f_cons ; val = @(coh,bprime,kprime)(coh-kprime-bprime) pos = 3 ; key = f_inc ; val = @(fl_r_borr,z,b,k)(f_prod(z,k)-(fl_delta)*k+fl_w+b.*(fl_r_save).*(b>0)+b.*(fl_r_borr).*(b<=0)) pos = 4 ; key = f_prod ; val = @(z,k)((fl_Amean.*(z)).*(k.^(fl_alpha))) pos = 5 ; key = f_util_crra ; val = @(c)(((c).^(1-fl_crra)-1)./(1-fl_crra)) pos = 6 ; key = f_util_log ; val = @(c)log(c) pos = 7 ; key = f_util_standin ; val = @(fl_r_borr,z,b,k)f_util_log((f_coh(fl_r_borr,z,b,k)-fl_b_bd).*((f_coh(fl_r_borr,z,b,k)-fl_b_bd)>fl_c_min)+fl_c_min.*((f_coh(fl_r_borr,z,b,k)-fl_b_bd)<=fl_c_min)) pos = 8 ; key = f_util_standin_coh ; val = @(coh,fl_r_borr)f_util_log((coh-fl_b_bd).*((coh>0)&(((coh-fl_b_bd)./(1))>fl_c_min))+((coh-fl_b_bd)./(1)).*((coh<=0)&(((coh-fl_b_bd)./(1))>fl_c_min))+(fl_c_min./(1+fl_r_borr)).*((((coh-fl_b_bd)./(1))<=fl_c_min))) ---------------------------------------- xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx Scalars in Container and Sizes and Basic Statistics xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx i idx xFunction _ ___ _________ f_coh 1 1 1 f_cons 2 2 2 f_inc 3 3 3 f_prod 4 4 4 f_util_crra 5 5 5 f_util_log 6 6 6 f_util_standin 7 7 7 f_util_standin_coh 8 8 8
end
end
ans = Columns 1 through 7 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -0.7356 -0.6478 -0.5489 -0.4432 -0.3320 -0.2155 -0.0942 -0.2000 -0.1330 -0.0560 0.0279 0.1182 0.2147 0.3171 0.1271 0.1835 0.2489 0.3211 0.3996 0.4844 0.5755 0.3656 0.4151 0.4730 0.5373 0.6078 0.6846 0.7677 0.5541 0.5988 0.6511 0.7097 0.7742 0.8450 0.9220 0.7104 0.7513 0.7995 0.8535 0.9134 0.9794 1.0515 0.8442 0.8820 0.9268 0.9772 1.0333 1.0953 1.1634 0.9619 0.9964 1.0384 1.0858 1.1387 1.1974 1.2621 1.0673 1.0984 1.1379 1.1828 1.2329 1.2888 1.3505 1.1626 1.1910 1.2276 1.2703 1.3182 1.3715 1.4306 1.2495 1.2756 1.3095 1.3502 1.3960 1.4471 1.5039 1.3296 1.3537 1.3851 1.4237 1.4677 1.5169 1.5716 1.4036 1.4261 1.4553 1.4918 1.5341 1.5815 1.6344 1.4726 1.4936 1.5210 1.5553 1.5960 1.6419 1.6930 1.5371 1.5568 1.5826 1.6148 1.6541 1.6984 1.7481 1.5977 1.6163 1.6406 1.6711 1.7086 1.7517 1.7999 1.6548 1.6724 1.6954 1.7243 1.7602 1.8020 1.8489 1.7089 1.7255 1.7474 1.7748 1.8090 1.8497 1.8954 1.7601 1.7760 1.7968 1.8229 1.8555 1.8950 1.9396 1.8089 1.8240 1.8438 1.8688 1.9000 1.9382 1.9817 1.8554 1.8698 1.8888 1.9127 1.9426 1.9795 2.0220 1.8998 1.9136 1.9318 1.9547 1.9834 2.0190 2.0605 1.9424 1.9556 1.9730 1.9951 2.0226 2.0569 2.0976 1.9832 1.9959 2.0126 2.0338 2.0604 2.0934 2.1331 2.0224 2.0346 2.0507 2.0712 2.0967 2.1286 2.1674 2.0601 2.0719 2.0874 2.1071 2.1318 2.1626 2.2004 2.0965 2.1078 2.1228 2.1419 2.1657 2.1955 2.2323 2.1316 2.1425 2.1570 2.1754 2.1985 2.2274 2.2631 2.1654 2.1760 2.1901 2.2079 2.2303 2.2582 2.2930 2.1982 2.2085 2.2221 2.2393 2.2610 2.2882 2.3219 2.2300 2.2399 2.2531 2.2698 2.2909 2.3172 2.3500 2.2607 2.2704 2.2831 2.2994 2.3199 2.3455 2.3774 2.2906 2.2999 2.3123 2.3281 2.3480 2.3729 2.4040 2.3195 2.3286 2.3407 2.3561 2.3754 2.3997 2.4299 2.3477 2.3565 2.3683 2.3832 2.4021 2.4257 2.4552 2.3751 2.3837 2.3951 2.4097 2.4280 2.4511 2.4799 2.4017 2.4101 2.4213 2.4354 2.4533 2.4758 2.5039 2.4277 2.4359 2.4467 2.4606 2.4780 2.5000 2.5274 2.4530 2.4610 2.4716 2.4851 2.5021 2.5236 2.5504 2.4777 2.4855 2.4958 2.5090 2.5256 2.5466 2.5728 2.5018 2.5094 2.5195 2.5324 2.5486 2.5691 2.5947 2.5253 2.5327 2.5426 2.5552 2.5711 2.5911 2.6162 2.5483 2.5556 2.5652 2.5775 2.5931 2.6127 2.6372 2.5708 2.5779 2.5873 2.5993 2.6146 2.6338 2.6578 2.5927 2.5997 2.6089 2.6207 2.6356 2.6544 2.6780 2.6142 2.6210 2.6301 2.6416 2.6562 2.6746 2.6978 2.6353 2.6419 2.6508 2.6621 2.6764 2.6945 2.7172 2.6559 2.6624 2.6711 2.6822 2.6962 2.7139 2.7362 2.6761 2.6825 2.6910 2.7019 2.7156 2.7330 2.7548 2.6959 2.7022 2.7105 2.7212 2.7347 2.7517 2.7732 2.7153 2.7215 2.7296 2.7401 2.7533 2.7701 2.7912 2.7344 2.7404 2.7484 2.7587 2.7717 2.7881 2.8088 2.7530 2.7590 2.7668 2.7769 2.7897 2.8059 2.8262 2.7714 2.7772 2.7849 2.7948 2.8074 2.8233 2.8433 2.7894 2.7951 2.8027 2.8124 2.8248 2.8404 2.8600 2.8071 2.8127 2.8202 2.8297 2.8419 2.8572 2.8765 2.8245 2.8300 2.8373 2.8467 2.8587 2.8738 2.8928 2.8416 2.8470 2.8542 2.8635 2.8752 2.8900 2.9088 2.8584 2.8637 2.8708 2.8799 2.8914 2.9061 2.9245 2.8749 2.8802 2.8871 2.8961 2.9074 2.9218 2.9400 2.8912 2.8963 2.9032 2.9120 2.9232 2.9373 2.9552 2.9072 2.9122 2.9190 2.9277 2.9387 2.9526 2.9702 2.9229 2.9279 2.9346 2.9431 2.9539 2.9677 2.9850 2.9384 2.9433 2.9499 2.9583 2.9690 2.9825 2.9996 2.9537 2.9585 2.9650 2.9733 2.9838 2.9971 3.0140 2.9687 2.9735 2.9798 2.9880 2.9984 3.0115 3.0281 2.9835 2.9882 2.9945 3.0025 3.0128 3.0257 3.0421 2.9981 3.0028 3.0089 3.0169 3.0269 3.0397 3.0559 3.0125 3.0171 3.0232 3.0310 3.0409 3.0535 3.0695 3.0267 3.0312 3.0372 3.0449 3.0547 3.0671 3.0829 3.0347 3.0392 3.0451 3.0528 3.0625 3.0748 3.0905 3.0407 3.0451 3.0510 3.0586 3.0683 3.0806 3.0961 3.0545 3.0588 3.0647 3.0722 3.0817 3.0938 3.1092 3.0681 3.0724 3.0782 3.0856 3.0950 3.1069 3.1220 3.0815 3.0858 3.0914 3.0987 3.1080 3.1198 3.1348 3.0947 3.0989 3.1046 3.1118 3.1209 3.1326 3.1473 3.1078 3.1120 3.1175 3.1246 3.1337 3.1452 3.1597 3.1207 3.1248 3.1303 3.1373 3.1462 3.1576 3.1720 3.1334 3.1375 3.1429 3.1498 3.1587 3.1699 3.1841 3.1460 3.1500 3.1554 3.1622 3.1709 3.1820 3.1961 3.1584 3.1624 3.1677 3.1744 3.1830 3.1940 3.2079 3.1707 3.1746 3.1798 3.1865 3.1950 3.2058 3.2196 3.1828 3.1867 3.1918 3.1984 3.2069 3.2175 3.2311 3.1948 3.1986 3.2037 3.2102 3.2185 3.2291 3.2425 3.2066 3.2104 3.2154 3.2219 3.2301 3.2406 3.2538 3.2183 3.2220 3.2270 3.2334 3.2415 3.2519 3.2650 3.2299 3.2336 3.2385 3.2448 3.2528 3.2630 3.2760 3.2413 3.2449 3.2498 3.2560 3.2640 3.2741 3.2869 3.2526 3.2562 3.2610 3.2672 3.2750 3.2850 3.2977 3.2638 3.2673 3.2721 3.2782 3.2860 3.2959 3.3084 3.2748 3.2783 3.2830 3.2891 3.2968 3.3066 3.3190 3.2857 3.2892 3.2939 3.2998 3.3075 3.3171 3.3294 3.2966 3.3000 3.3046 3.3105 3.3180 3.3276 3.3398 3.3073 3.3107 3.3152 3.3211 3.3285 3.3380 3.3500 3.3178 3.3212 3.3257 3.3315 3.3389 3.3483 3.3602 3.3283 3.3316 3.3361 3.3418 3.3491 3.3584 3.3702 3.3387 3.3420 3.3464 3.3520 3.3593 3.3685 3.3801 3.3489 3.3522 3.3566 3.3622 3.3693 3.3784 3.3900 3.3591 3.3623 3.3666 3.3722 3.3793 3.3883 3.3997 3.3691 3.3723 3.3766 3.3821 3.3891 3.3980 3.4094 3.3791 3.3822 3.3865 3.3919 3.3989 3.4077 3.4189 3.3889 3.3921 3.3963 3.4016 3.4085 3.4173 3.4284 3.3987 3.4018 3.4059 3.4113 3.4181 3.4268 3.4378 3.4083 3.4114 3.4155 3.4208 3.4276 3.4362 3.4471 3.4179 3.4210 3.4250 3.4303 3.4370 3.4455 3.4563 3.4274 3.4304 3.4344 3.4396 3.4463 3.4547 3.4654 3.4368 3.4398 3.4438 3.4489 3.4555 3.4638 3.4745 3.4461 3.4490 3.4530 3.4581 3.4646 3.4729 3.4834 3.4553 3.4582 3.4622 3.4672 3.4737 3.4819 3.4923 3.4644 3.4673 3.4712 3.4762 3.4826 3.4908 3.5011 3.4735 3.4764 3.4802 3.4852 3.4915 3.4996 3.5098 3.4824 3.4853 3.4891 3.4940 3.5003 3.5083 3.5185 3.4913 3.4942 3.4979 3.5028 3.5090 3.5170 3.5270 3.5001 3.5029 3.5067 3.5115 3.5177 3.5256 3.5356 3.5089 3.5116 3.5154 3.5202 3.5263 3.5341 3.5440 3.5175 3.5203 3.5240 3.5287 3.5348 3.5425 3.5523 3.5261 3.5288 3.5325 3.5372 3.5432 3.5509 3.5606 3.5346 3.5373 3.5410 3.5456 3.5516 3.5592 3.5689 3.5430 3.5457 3.5493 3.5540 3.5599 3.5674 3.5770 3.5514 3.5541 3.5577 3.5623 3.5681 3.5756 3.5851 3.5597 3.5624 3.5659 3.5705 3.5763 3.5837 3.5931 3.5679 3.5706 3.5741 3.5786 3.5844 3.5917 3.6011 3.5761 3.5787 3.5822 3.5867 3.5924 3.5997 3.6090 3.5842 3.5868 3.5902 3.5947 3.6004 3.6076 3.6168 3.5922 3.5948 3.5982 3.6026 3.6083 3.6155 3.6246 3.6002 3.6027 3.6061 3.6105 3.6161 3.6232 3.6323 3.6081 3.6106 3.6140 3.6183 3.6239 3.6310 3.6400 3.6159 3.6185 3.6218 3.6261 3.6316 3.6386 3.6476 3.6237 3.6262 3.6295 3.6338 3.6393 3.6462 3.6551 3.6314 3.6339 3.6372 3.6415 3.6469 3.6538 3.6626 3.6391 3.6416 3.6448 3.6490 3.6544 3.6613 3.6700 3.6467 3.6491 3.6524 3.6566 3.6619 3.6687 3.6774 3.6543 3.6567 3.6599 3.6640 3.6693 3.6761 3.6847 3.6617 3.6641 3.6673 3.6715 3.6767 3.6834 3.6920 3.6692 3.6716 3.6747 3.6788 3.6840 3.6907 3.6992 3.6766 3.6789 3.6821 3.6861 3.6913 3.6979 3.7064 3.6839 3.6862 3.6894 3.6934 3.6985 3.7051 3.7135 3.6912 3.6935 3.6966 3.7006 3.7057 3.7122 3.7205 3.6984 3.7007 3.7038 3.7077 3.7128 3.7193 3.7275 3.7055 3.7078 3.7109 3.7148 3.7199 3.7263 3.7345 3.7127 3.7149 3.7180 3.7219 3.7269 3.7333 3.7414 3.7197 3.7220 3.7250 3.7289 3.7339 3.7402 3.7483 3.7267 3.7290 3.7320 3.7359 3.7408 3.7471 3.7551 3.7337 3.7359 3.7389 3.7428 3.7477 3.7539 3.7619 3.7406 3.7428 3.7458 3.7496 3.7545 3.7607 3.7686 3.7475 3.7497 3.7526 3.7564 3.7613 3.7674 3.7753 3.7543 3.7565 3.7594 3.7632 3.7680 3.7741 3.7819 3.7611 3.7633 3.7662 3.7699 3.7747 3.7808 3.7885 3.7678 3.7700 3.7729 3.7766 3.7813 3.7874 3.7951 3.7745 3.7767 3.7795 3.7832 3.7879 3.7939 3.8016 3.7812 3.7833 3.7861 3.7898 3.7945 3.8004 3.8081 3.7878 3.7899 3.7927 3.7963 3.8010 3.8069 3.8145 3.7943 3.7964 3.7992 3.8028 3.8075 3.8134 3.8209 3.8008 3.8029 3.8057 3.8093 3.8139 3.8197 3.8272 3.8073 3.8094 3.8122 3.8157 3.8203 3.8261 3.8335 3.8138 3.8158 3.8186 3.8221 3.8266 3.8324 3.8398 3.8201 3.8222 3.8249 3.8284 3.8329 3.8387 3.8460 3.8265 3.8285 3.8312 3.8347 3.8392 3.8449 3.8522 3.8328 3.8348 3.8375 3.8410 3.8454 3.8511 3.8583 3.8391 3.8411 3.8438 3.8472 3.8516 3.8573 3.8645 3.8453 3.8473 3.8500 3.8534 3.8578 3.8634 3.8705 3.8515 3.8535 3.8561 3.8595 3.8639 3.8695 3.8766 3.8576 3.8596 3.8622 3.8656 3.8700 3.8755 3.8826 3.8638 3.8657 3.8683 3.8717 3.8760 3.8815 3.8885 3.8698 3.8718 3.8744 3.8777 3.8820 3.8875 3.8945 3.8759 3.8778 3.8804 3.8837 3.8880 3.8934 3.9004 3.8819 3.8838 3.8864 3.8897 3.8939 3.8993 3.9062 3.8879 3.8898 3.8923 3.8956 3.8998 3.9052 3.9120 3.8938 3.8957 3.8982 3.9015 3.9057 3.9110 3.9178 3.8997 3.9016 3.9041 3.9074 3.9115 3.9168 3.9236 3.9056 3.9074 3.9099 3.9132 3.9173 3.9226 3.9293 3.9114 3.9132 3.9157 3.9190 3.9231 3.9283 3.9350 3.9172 3.9190 3.9215 3.9247 3.9288 3.9340 3.9407 3.9229 3.9248 3.9273 3.9304 3.9345 3.9397 3.9463 3.9287 3.9305 3.9330 3.9361 3.9402 3.9453 3.9519 3.9344 3.9362 3.9386 3.9418 3.9458 3.9509 3.9575 3.9400 3.9418 3.9443 3.9474 3.9514 3.9565 3.9630 3.9457 3.9475 3.9499 3.9530 3.9570 3.9620 3.9685 3.9513 3.9531 3.9555 3.9586 3.9625 3.9676 3.9740 3.9568 3.9586 3.9610 3.9641 3.9680 3.9730 3.9794 3.9624 3.9642 3.9665 3.9696 3.9735 3.9785 3.9849 3.9679 3.9697 3.9720 3.9751 3.9789 3.9839 3.9902 3.9734 3.9751 3.9775 3.9805 3.9844 3.9893 3.9956 3.9788 3.9806 3.9829 3.9859 3.9897 3.9947 4.0009 3.9842 3.9860 3.9883 3.9913 3.9951 4.0000 4.0062 3.9896 3.9914 3.9937 3.9966 4.0004 4.0053 4.0115 3.9950 3.9967 3.9990 4.0020 4.0057 4.0106 4.0168 4.0003 4.0020 4.0043 4.0073 4.0110 4.0158 4.0220 4.0056 4.0073 4.0096 4.0125 4.0163 4.0211 4.0272 4.0109 4.0126 4.0149 4.0178 4.0215 4.0263 4.0323 4.0162 4.0178 4.0201 4.0230 4.0267 4.0314 4.0375 4.0214 4.0230 4.0253 4.0282 4.0319 4.0366 4.0426 4.0266 4.0282 4.0305 4.0333 4.0370 4.0417 4.0477 4.0317 4.0334 4.0356 4.0385 4.0421 4.0468 4.0527 4.0369 4.0385 4.0407 4.0436 4.0472 4.0518 4.0578 4.0420 4.0436 4.0458 4.0486 4.0523 4.0569 4.0628 4.0471 4.0487 4.0509 4.0537 4.0573 4.0619 4.0678 4.0521 4.0538 4.0559 4.0587 4.0623 4.0669 4.0727 4.0572 4.0588 4.0610 4.0637 4.0673 4.0718 4.0777 4.0622 4.0638 4.0659 4.0687 4.0723 4.0768 4.0826 4.0672 4.0688 4.0709 4.0737 4.0772 4.0817 4.0875 4.0721 4.0737 4.0759 4.0786 4.0821 4.0866 4.0923 4.0771 4.0787 4.0808 4.0835 4.0870 4.0915 4.0972 4.0820 4.0836 4.0857 4.0884 4.0919 4.0963 4.1020 4.0869 4.0884 4.0905 4.0932 4.0967 4.1011 4.1068 4.0917 4.0933 4.0954 4.0981 4.1015 4.1059 4.1115 4.0966 4.0981 4.1002 4.1029 4.1063 4.1107 4.1163 4.1014 4.1030 4.1050 4.1077 4.1111 4.1154 4.1210 4.1062 4.1077 4.1098 4.1124 4.1158 4.1202 4.1257 4.1110 4.1125 4.1146 4.1172 4.1206 4.1249 4.1304 4.1157 4.1173 4.1193 4.1219 4.1253 4.1296 4.1351 4.1205 4.1220 4.1240 4.1266 4.1300 4.1342 4.1397 4.1252 4.1267 4.1287 4.1313 4.1346 4.1389 4.1443 4.1298 4.1313 4.1334 4.1359 4.1393 4.1435 4.1489 4.1345 4.1360 4.1380 4.1406 4.1439 4.1481 4.1535 4.1391 4.1406 4.1426 4.1452 4.1485 4.1527 4.1580 4.1438 4.1452 4.1472 4.1498 4.1530 4.1572 4.1626 4.1484 4.1498 4.1518 4.1543 4.1576 4.1618 4.1671 4.1529 4.1544 4.1564 4.1589 4.1621 4.1663 4.1716 4.1575 4.1590 4.1609 4.1634 4.1666 4.1708 4.1760 4.1620 4.1635 4.1654 4.1679 4.1711 4.1752 4.1805 4.1665 4.1680 4.1699 4.1724 4.1756 4.1797 4.1849 4.1710 4.1725 4.1744 4.1769 4.1801 4.1841 4.1893 4.1755 4.1769 4.1789 4.1813 4.1845 4.1886 4.1937 4.1800 4.1814 4.1833 4.1858 4.1889 4.1929 4.1981 4.1844 4.1858 4.1877 4.1902 4.1933 4.1973 4.2025 4.1888 4.1902 4.1921 4.1946 4.1977 4.2017 4.2068 4.1932 4.1946 4.1965 4.1989 4.2020 4.2060 4.2111 4.1976 4.1990 4.2009 4.2033 4.2064 4.2103 4.2154 4.2019 4.2033 4.2052 4.2076 4.2107 4.2146 4.2197 4.2063 4.2077 4.2095 4.2119 4.2150 4.2189 4.2239 4.2106 4.2120 4.2138 4.2162 4.2193 4.2232 4.2282 4.2149 4.2163 4.2181 4.2205 4.2235 4.2274 4.2324 4.2192 4.2206 4.2224 4.2248 4.2278 4.2317 4.2366 4.2234 4.2248 4.2266 4.2290 4.2320 4.2359 4.2408 4.2277 4.2291 4.2309 4.2332 4.2362 4.2401 4.2450 4.2319 4.2333 4.2351 4.2374 4.2404 4.2443 4.2491 4.2361 4.2375 4.2393 4.2416 4.2446 4.2484 4.2533 4.2403 4.2417 4.2435 4.2458 4.2488 4.2526 4.2574 4.2445 4.2458 4.2476 4.2499 4.2529 4.2567 4.2615 4.2487 4.2500 4.2518 4.2541 4.2570 4.2608 4.2656 4.2528 4.2541 4.2559 4.2582 4.2611 4.2649 4.2697 4.2569 4.2582 4.2600 4.2623 4.2652 4.2689 4.2737 4.2610 4.2623 4.2641 4.2664 4.2693 4.2730 4.2778 4.2651 4.2664 4.2682 4.2704 4.2733 4.2770 4.2818 4.2692 4.2705 4.2722 4.2745 4.2774 4.2811 4.2858 4.2732 4.2745 4.2763 4.2785 4.2814 4.2851 4.2898 4.2773 4.2786 4.2803 4.2826 4.2854 4.2891 4.2938 Columns 8 through 14 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 0.0316 0.1613 0.2930 0.4187 -2.1027 -1.8032 -1.5177 0.4252 0.5385 0.6553 0.7682 -0.7619 -0.6484 -0.5235 0.6728 0.7758 0.8830 0.9874 -0.2429 -0.1627 -0.0718 0.8571 0.9526 1.0526 1.1506 0.0866 0.1514 0.2258 1.0054 1.0949 1.1892 1.2820 0.3291 0.3846 0.4489 1.1300 1.2146 1.3042 1.3927 0.5222 0.5704 0.6278 1.2377 1.3183 1.4039 1.4887 0.6839 0.7254 0.7773 1.3329 1.4099 1.4920 1.5736 0.8230 0.8593 0.9058 1.4182 1.4922 1.5712 1.6500 0.9451 0.9773 1.0189 1.4957 1.5669 1.6432 1.7194 1.0538 1.0828 1.1204 1.5666 1.6354 1.7092 1.7831 1.1519 1.1783 1.2125 1.6321 1.6987 1.7703 1.8421 1.2412 1.2654 1.2968 1.6930 1.7575 1.8271 1.8970 1.3232 1.3455 1.3746 1.7499 1.8125 1.8803 1.9484 1.3989 1.4196 1.4467 1.8033 1.8642 1.9302 1.9967 1.4693 1.4887 1.5140 1.8536 1.9130 1.9774 2.0423 1.5351 1.5532 1.5770 1.9012 1.9591 2.0221 2.0856 1.5968 1.6139 1.6363 1.9464 2.0030 2.0645 2.1267 1.6550 1.6711 1.6922 1.9894 2.0447 2.1049 2.1658 1.7099 1.7252 1.7452 2.0304 2.0845 2.1435 2.2032 1.7620 1.7765 1.7956 2.0696 2.1226 2.1804 2.2391 1.8115 1.8253 1.8435 2.1072 2.1591 2.2159 2.2734 1.8586 1.8718 1.8892 2.1433 2.1942 2.2499 2.3065 1.9037 1.9163 1.9329 2.1779 2.2280 2.2827 2.3383 1.9467 1.9588 1.9748 2.2114 2.2605 2.3143 2.3690 1.9881 1.9996 2.0150 2.2436 2.2918 2.3447 2.3986 2.0277 2.0389 2.0536 2.2747 2.3222 2.3742 2.4272 2.0659 2.0766 2.0908 2.3048 2.3515 2.4027 2.4549 2.1026 2.1130 2.1267 2.3339 2.3799 2.4303 2.4818 2.1381 2.1481 2.1613 2.3622 2.4074 2.4571 2.5078 2.1723 2.1820 2.1948 2.3896 2.4341 2.4831 2.5332 2.2054 2.2148 2.2272 2.4162 2.4601 2.5084 2.5577 2.2375 2.2465 2.2585 2.4420 2.4853 2.5330 2.5817 2.2685 2.2773 2.2889 2.4672 2.5099 2.5569 2.6050 2.2986 2.3072 2.3185 2.4917 2.5338 2.5802 2.6277 2.3279 2.3361 2.3471 2.5155 2.5571 2.6029 2.6498 2.3563 2.3643 2.3750 2.5388 2.5798 2.6250 2.6714 2.3839 2.3917 2.4021 2.5615 2.6019 2.6467 2.6925 2.4107 2.4184 2.4285 2.5837 2.6236 2.6678 2.7130 2.4369 2.4444 2.4542 2.6054 2.6447 2.6884 2.7332 2.4624 2.4697 2.4793 2.6267 2.6654 2.7086 2.7529 2.4873 2.4944 2.5038 2.6475 2.6856 2.7283 2.7721 2.5116 2.5185 2.5276 2.6679 2.7054 2.7476 2.7910 2.5352 2.5420 2.5510 2.6878 2.7248 2.7665 2.8094 2.5584 2.5650 2.5737 2.7074 2.7437 2.7851 2.8275 2.5810 2.5875 2.5960 2.7266 2.7623 2.8032 2.8453 2.6031 2.6094 2.6178 2.7455 2.7806 2.8210 2.8627 2.6248 2.6309 2.6391 2.7640 2.7984 2.8385 2.8797 2.6460 2.6520 2.6600 2.7821 2.8160 2.8556 2.8965 2.6667 2.6726 2.6805 2.8000 2.8333 2.8725 2.9129 2.6870 2.6928 2.7005 2.8175 2.8502 2.8890 2.9291 2.7069 2.7126 2.7202 2.8347 2.8669 2.9052 2.9449 2.7265 2.7320 2.7395 2.8517 2.8833 2.9212 2.9605 2.7456 2.7511 2.7584 2.8683 2.8994 2.9369 2.9759 2.7644 2.7698 2.7769 2.8847 2.9153 2.9523 2.9910 2.7828 2.7881 2.7951 2.9008 2.9309 2.9674 3.0058 2.8010 2.8061 2.8130 2.9166 2.9463 2.9824 3.0204 2.8188 2.8238 2.8306 2.9322 2.9615 2.9971 3.0348 2.8362 2.8412 2.8479 2.9476 2.9764 3.0115 3.0489 2.8534 2.8583 2.8649 2.9627 2.9911 3.0257 3.0628 2.8703 2.8751 2.8816 2.9777 3.0056 3.0398 3.0766 2.8869 2.8917 2.8980 2.9923 3.0199 3.0536 3.0901 2.9032 2.9079 2.9141 3.0068 3.0340 3.0672 3.1034 2.9193 2.9239 2.9301 3.0211 3.0479 3.0806 3.1165 2.9351 2.9397 2.9457 3.0352 3.0616 3.0939 3.1295 2.9507 2.9552 2.9611 3.0490 3.0751 3.1070 3.1423 2.9660 2.9704 2.9763 3.0627 3.0885 3.1199 3.1549 2.9811 2.9855 2.9912 3.0762 3.1016 3.1327 3.1673 2.9960 3.0003 3.0060 3.0895 3.1146 3.1453 3.1795 3.0107 3.0149 3.0205 3.1027 3.1274 3.1577 3.1916 3.0251 3.0293 3.0348 3.1101 3.1347 3.1648 3.1985 3.0333 3.0374 3.0429 3.1156 3.1401 3.1700 3.2036 3.0394 3.0435 3.0489 3.1284 3.1526 3.1822 3.2154 3.0534 3.0574 3.0628 3.1411 3.1649 3.1941 3.2270 3.0673 3.0712 3.0765 3.1536 3.1771 3.2060 3.2385 3.0809 3.0848 3.0901 3.1659 3.1892 3.2177 3.2499 3.0944 3.0983 3.1034 3.1781 3.2011 3.2293 3.2611 3.1077 3.1115 3.1166 3.1901 3.2129 3.2407 3.2722 3.1207 3.1246 3.1296 3.2020 3.2245 3.2520 3.2832 3.1334 3.1374 3.1424 3.2138 3.2360 3.2632 3.2940 3.1460 3.1500 3.1551 3.2254 3.2473 3.2743 3.3047 3.1584 3.1624 3.1676 3.2369 3.2586 3.2852 3.3153 3.1707 3.1746 3.1798 3.2482 3.2697 3.2961 3.3258 3.1828 3.1867 3.1918 3.2594 3.2807 3.3068 3.3362 3.1948 3.1986 3.2037 3.2705 3.2915 3.3174 3.3465 3.2066 3.2104 3.2154 3.2815 3.3023 3.3278 3.3567 3.2183 3.2220 3.2270 3.2924 3.3129 3.3382 3.3668 3.2299 3.2336 3.2385 3.3031 3.3235 3.3485 3.3768 3.2413 3.2449 3.2498 3.3137 3.3339 3.3586 3.3867 3.2526 3.2562 3.2610 3.3243 3.3442 3.3687 3.3964 3.2638 3.2673 3.2721 3.3347 3.3544 3.3787 3.4061 3.2748 3.2783 3.2830 3.3450 3.3645 3.3885 3.4157 3.2857 3.2892 3.2939 3.3552 3.3745 3.3983 3.4252 3.2966 3.3000 3.3046 3.3652 3.3844 3.4079 3.4346 3.3073 3.3107 3.3152 3.3752 3.3942 3.4175 3.4440 3.3178 3.3212 3.3257 3.3851 3.4039 3.4270 3.4532 3.3283 3.3316 3.3361 3.3949 3.4135 3.4364 3.4624 3.3387 3.3420 3.3464 3.4046 3.4230 3.4457 3.4714 3.3489 3.3522 3.3566 3.4142 3.4325 3.4549 3.4804 3.3591 3.3623 3.3666 3.4237 3.4418 3.4641 3.4893 3.3691 3.3723 3.3766 3.4332 3.4511 3.4731 3.4982 3.3791 3.3822 3.3865 3.4425 3.4602 3.4821 3.5069 3.3889 3.3921 3.3963 3.4518 3.4693 3.4910 3.5156 3.3987 3.4018 3.4059 3.4609 3.4783 3.4998 3.5242 3.4083 3.4114 3.4155 3.4700 3.4873 3.5086 3.5327 3.4179 3.4210 3.4250 3.4790 3.4961 3.5172 3.5412 3.4274 3.4304 3.4344 3.4879 3.5049 3.5258 3.5496 3.4368 3.4398 3.4438 3.4968 3.5136 3.5343 3.5579 3.4461 3.4490 3.4530 3.5055 3.5222 3.5428 3.5661 3.4553 3.4582 3.4622 3.5142 3.5307 3.5511 3.5743 3.4644 3.4673 3.4712 3.5228 3.5392 3.5594 3.5824 3.4735 3.4764 3.4802 3.5314 3.5476 3.5677 3.5905 3.4824 3.4853 3.4891 3.5398 3.5559 3.5759 3.5985 3.4913 3.4942 3.4979 3.5482 3.5642 3.5840 3.6064 3.5001 3.5029 3.5067 3.5566 3.5724 3.5920 3.6143 3.5089 3.5116 3.5154 3.5648 3.5805 3.6000 3.6221 3.5175 3.5203 3.5240 3.5730 3.5886 3.6079 3.6298 3.5261 3.5288 3.5325 3.5811 3.5966 3.6157 3.6375 3.5346 3.5373 3.5410 3.5892 3.6045 3.6235 3.6451 3.5430 3.5457 3.5493 3.5972 3.6124 3.6312 3.6527 3.5514 3.5541 3.5577 3.6051 3.6202 3.6389 3.6602 3.5597 3.5624 3.5659 3.6130 3.6280 3.6465 3.6676 3.5679 3.5706 3.5741 3.6208 3.6357 3.6541 3.6750 3.5761 3.5787 3.5822 3.6285 3.6433 3.6615 3.6823 3.5842 3.5868 3.5902 3.6362 3.6509 3.6690 3.6896 3.5922 3.5948 3.5982 3.6438 3.6584 3.6764 3.6969 3.6002 3.6027 3.6061 3.6514 3.6658 3.6837 3.7040 3.6081 3.6106 3.6140 3.6589 3.6732 3.6910 3.7112 3.6159 3.6185 3.6218 3.6664 3.6806 3.6982 3.7183 3.6237 3.6262 3.6295 3.6738 3.6879 3.7054 3.7253 3.6314 3.6339 3.6372 3.6811 3.6951 3.7125 3.7323 3.6391 3.6416 3.6448 3.6884 3.7023 3.7196 3.7392 3.6467 3.6491 3.6524 3.6956 3.7095 3.7266 3.7461 3.6543 3.6567 3.6599 3.7028 3.7166 3.7336 3.7529 3.6617 3.6641 3.6673 3.7100 3.7236 3.7405 3.7597 3.6692 3.6716 3.6747 3.7171 3.7306 3.7473 3.7665 3.6766 3.6789 3.6821 3.7241 3.7375 3.7542 3.7732 3.6839 3.6862 3.6894 3.7311 3.7444 3.7610 3.7798 3.6912 3.6935 3.6966 3.7380 3.7513 3.7677 3.7864 3.6984 3.7007 3.7038 3.7449 3.7581 3.7744 3.7930 3.7055 3.7078 3.7109 3.7518 3.7648 3.7810 3.7995 3.7127 3.7149 3.7180 3.7586 3.7715 3.7876 3.8060 3.7197 3.7220 3.7250 3.7653 3.7782 3.7942 3.8124 3.7267 3.7290 3.7320 3.7720 3.7848 3.8007 3.8188 3.7337 3.7359 3.7389 3.7787 3.7914 3.8072 3.8252 3.7406 3.7428 3.7458 3.7853 3.7979 3.8136 3.8315 3.7475 3.7497 3.7526 3.7919 3.8044 3.8200 3.8378 3.7543 3.7565 3.7594 3.7984 3.8109 3.8264 3.8440 3.7611 3.7633 3.7662 3.8049 3.8173 3.8327 3.8502 3.7678 3.7700 3.7729 3.8113 3.8237 3.8389 3.8564 3.7745 3.7767 3.7795 3.8177 3.8300 3.8452 3.8625 3.7812 3.7833 3.7861 3.8241 3.8363 3.8514 3.8686 3.7878 3.7899 3.7927 3.8304 3.8425 3.8575 3.8747 3.7943 3.7964 3.7992 3.8367 3.8487 3.8636 3.8807 3.8008 3.8029 3.8057 3.8430 3.8549 3.8697 3.8866 3.8073 3.8094 3.8122 3.8492 3.8610 3.8758 3.8926 3.8138 3.8158 3.8186 3.8553 3.8671 3.8818 3.8985 3.8201 3.8222 3.8249 3.8615 3.8732 3.8877 3.9044 3.8265 3.8285 3.8312 3.8676 3.8792 3.8937 3.9102 3.8328 3.8348 3.8375 3.8736 3.8852 3.8996 3.9160 3.8391 3.8411 3.8438 3.8796 3.8911 3.9055 3.9218 3.8453 3.8473 3.8500 3.8856 3.8971 3.9113 3.9275 3.8515 3.8535 3.8561 3.8916 3.9029 3.9171 3.9332 3.8576 3.8596 3.8622 3.8975 3.9088 3.9228 3.9389 3.8638 3.8657 3.8683 3.9033 3.9146 3.9286 3.9445 3.8698 3.8718 3.8744 3.9092 3.9204 3.9343 3.9502 3.8759 3.8778 3.8804 3.9150 3.9261 3.9399 3.9557 3.8819 3.8838 3.8864 3.9208 3.9318 3.9456 3.9613 3.8879 3.8898 3.8923 3.9265 3.9375 3.9512 3.9668 3.8938 3.8957 3.8982 3.9322 3.9432 3.9568 3.9723 3.8997 3.9016 3.9041 3.9379 3.9488 3.9623 3.9777 3.9056 3.9074 3.9099 3.9436 3.9544 3.9678 3.9832 3.9114 3.9132 3.9157 3.9492 3.9599 3.9733 3.9886 3.9172 3.9190 3.9215 3.9548 3.9654 3.9787 3.9939 3.9229 3.9248 3.9273 3.9603 3.9709 3.9842 3.9993 3.9287 3.9305 3.9330 3.9658 3.9764 3.9896 4.0046 3.9344 3.9362 3.9386 3.9713 3.9818 3.9949 4.0099 3.9400 3.9418 3.9443 3.9768 3.9872 4.0002 4.0151 3.9457 3.9475 3.9499 3.9822 3.9926 4.0056 4.0203 3.9513 3.9531 3.9555 3.9876 3.9980 4.0108 4.0255 3.9568 3.9586 3.9610 3.9930 4.0033 4.0161 4.0307 3.9624 3.9642 3.9665 3.9983 4.0086 4.0213 4.0359 3.9679 3.9697 3.9720 4.0036 4.0138 4.0265 4.0410 3.9734 3.9751 3.9775 4.0089 4.0191 4.0317 4.0461 3.9788 3.9806 3.9829 4.0142 4.0243 4.0368 4.0512 3.9842 3.9860 3.9883 4.0194 4.0295 4.0419 4.0562 3.9896 3.9914 3.9937 4.0246 4.0346 4.0470 4.0612 3.9950 3.9967 3.9990 4.0298 4.0397 4.0521 4.0662 4.0003 4.0020 4.0043 4.0350 4.0448 4.0571 4.0712 4.0056 4.0073 4.0096 4.0401 4.0499 4.0621 4.0761 4.0109 4.0126 4.0149 4.0452 4.0550 4.0671 4.0810 4.0162 4.0178 4.0201 4.0503 4.0600 4.0721 4.0859 4.0214 4.0230 4.0253 4.0553 4.0650 4.0770 4.0908 4.0266 4.0282 4.0305 4.0603 4.0700 4.0819 4.0957 4.0317 4.0334 4.0356 4.0653 4.0749 4.0868 4.1005 4.0369 4.0385 4.0407 4.0703 4.0798 4.0917 4.1053 4.0420 4.0436 4.0458 4.0752 4.0847 4.0965 4.1101 4.0471 4.0487 4.0509 4.0802 4.0896 4.1014 4.1148 4.0521 4.0538 4.0559 4.0851 4.0945 4.1062 4.1195 4.0572 4.0588 4.0610 4.0899 4.0993 4.1109 4.1243 4.0622 4.0638 4.0659 4.0948 4.1041 4.1157 4.1289 4.0672 4.0688 4.0709 4.0996 4.1089 4.1204 4.1336 4.0721 4.0737 4.0759 4.1044 4.1136 4.1251 4.1383 4.0771 4.0787 4.0808 4.1092 4.1184 4.1298 4.1429 4.0820 4.0836 4.0857 4.1140 4.1231 4.1345 4.1475 4.0869 4.0884 4.0905 4.1187 4.1278 4.1391 4.1521 4.0917 4.0933 4.0954 4.1234 4.1325 4.1437 4.1566 4.0966 4.0981 4.1002 4.1281 4.1371 4.1483 4.1612 4.1014 4.1030 4.1050 4.1328 4.1417 4.1529 4.1657 4.1062 4.1077 4.1098 4.1374 4.1463 4.1575 4.1702 4.1110 4.1125 4.1146 4.1420 4.1509 4.1620 4.1747 4.1157 4.1173 4.1193 4.1467 4.1555 4.1665 4.1791 4.1205 4.1220 4.1240 4.1512 4.1600 4.1710 4.1836 4.1252 4.1267 4.1287 4.1558 4.1646 4.1755 4.1880 4.1298 4.1313 4.1334 4.1603 4.1691 4.1799 4.1924 4.1345 4.1360 4.1380 4.1649 4.1735 4.1844 4.1968 4.1391 4.1406 4.1426 4.1694 4.1780 4.1888 4.2011 4.1438 4.1452 4.1472 4.1738 4.1825 4.1932 4.2055 4.1484 4.1498 4.1518 4.1783 4.1869 4.1976 4.2098 4.1529 4.1544 4.1564 4.1828 4.1913 4.2019 4.2141 4.1575 4.1590 4.1609 4.1872 4.1957 4.2062 4.2184 4.1620 4.1635 4.1654 4.1916 4.2000 4.2106 4.2226 4.1665 4.1680 4.1699 4.1960 4.2044 4.2149 4.2269 4.1710 4.1725 4.1744 4.2003 4.2087 4.2192 4.2311 4.1755 4.1769 4.1789 4.2047 4.2130 4.2234 4.2353 4.1800 4.1814 4.1833 4.2090 4.2173 4.2277 4.2395 4.1844 4.1858 4.1877 4.2133 4.2216 4.2319 4.2437 4.1888 4.1902 4.1921 4.2176 4.2258 4.2361 4.2479 4.1932 4.1946 4.1965 4.2219 4.2301 4.2403 4.2520 4.1976 4.1990 4.2009 4.2261 4.2343 4.2445 4.2561 4.2019 4.2033 4.2052 4.2304 4.2385 4.2486 4.2603 4.2063 4.2077 4.2095 4.2346 4.2427 4.2528 4.2644 4.2106 4.2120 4.2138 4.2388 4.2468 4.2569 4.2684 4.2149 4.2163 4.2181 4.2429 4.2510 4.2610 4.2725 4.2192 4.2206 4.2224 4.2471 4.2551 4.2651 4.2765 4.2234 4.2248 4.2266 4.2513 4.2592 4.2692 4.2806 4.2277 4.2291 4.2309 4.2554 4.2633 4.2732 4.2846 4.2319 4.2333 4.2351 4.2595 4.2674 4.2773 4.2886 4.2361 4.2375 4.2393 4.2636 4.2715 4.2813 4.2925 4.2403 4.2417 4.2435 4.2677 4.2755 4.2853 4.2965 4.2445 4.2458 4.2476 4.2717 4.2796 4.2893 4.3005 4.2487 4.2500 4.2518 4.2758 4.2836 4.2933 4.3044 4.2528 4.2541 4.2559 4.2798 4.2876 4.2972 4.3083 4.2569 4.2582 4.2600 4.2838 4.2916 4.3012 4.3122 4.2610 4.2623 4.2641 4.2878 4.2955 4.3051 4.3161 4.2651 4.2664 4.2682 4.2918 4.2995 4.3090 4.3200 4.2692 4.2705 4.2722 4.2958 4.3034 4.3129 4.3238 4.2732 4.2745 4.2763 4.2997 4.3073 4.3168 4.3277 4.2773 4.2786 4.2803 Columns 15 through 21 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -1.2590 -1.0224 -0.8018 -0.5932 -0.3936 -0.2014 -0.0169 -0.3932 -0.2591 -0.1218 0.0185 0.1614 0.3063 0.4515 0.0260 0.1298 0.2393 0.3540 0.4738 0.5979 0.7247 0.3072 0.3950 0.4890 0.5890 0.6949 0.8061 0.9210 0.5200 0.5974 0.6811 0.7711 0.8673 0.9693 1.0755 0.6915 0.7615 0.8377 0.9203 1.0092 1.1041 1.2036 0.8355 0.8998 0.9703 1.0470 1.1300 1.2193 1.3133 0.9597 1.0195 1.0853 1.1573 1.2355 1.3200 1.4095 1.0690 1.1251 1.1870 1.2550 1.3293 1.4097 1.4952 1.1667 1.2196 1.2782 1.3428 1.4136 1.4906 1.5727 1.2550 1.3052 1.3610 1.4227 1.4905 1.5644 1.6434 1.3360 1.3834 1.4367 1.4959 1.5610 1.6322 1.7085 1.4109 1.4555 1.5066 1.5635 1.6262 1.6950 1.7689 1.4806 1.5223 1.5715 1.6263 1.6869 1.7535 1.8252 1.5457 1.5849 1.6321 1.6850 1.7437 1.8082 1.8779 1.6068 1.6438 1.6889 1.7401 1.7970 1.8597 1.9275 1.6644 1.6994 1.7424 1.7921 1.8473 1.9084 1.9744 1.7189 1.7521 1.7930 1.8412 1.8950 1.9544 2.0189 1.7705 1.8021 1.8411 1.8878 1.9402 1.9982 2.0612 1.8196 1.8497 1.8869 1.9322 1.9832 2.0399 2.1015 1.8664 1.8952 1.9308 1.9744 2.0243 2.0797 2.1400 1.9112 1.9387 1.9728 2.0149 2.0636 2.1178 2.1768 1.9539 1.9803 2.0131 2.0536 2.1013 2.1543 2.2122 1.9950 2.0203 2.0519 2.0908 2.1374 2.1894 2.2462 2.0344 2.0588 2.0892 2.1268 2.1722 2.2232 2.2790 2.0723 2.0958 2.1251 2.1614 2.2057 2.2557 2.3105 2.1088 2.1315 2.1598 2.1949 2.2380 2.2871 2.3410 2.1441 2.1660 2.1933 2.2273 2.2692 2.3175 2.3705 2.1781 2.1993 2.2258 2.2587 2.2994 2.3469 2.3990 2.2111 2.2316 2.2572 2.2892 2.3286 2.3753 2.4266 2.2429 2.2628 2.2877 2.3187 2.3571 2.4029 2.4534 2.2738 2.2931 2.3173 2.3474 2.3847 2.4297 2.4794 2.3038 2.3225 2.3460 2.3753 2.4116 2.4557 2.5047 2.3329 2.3511 2.3739 2.4024 2.4378 2.4809 2.5293 2.3611 2.3788 2.4010 2.4288 2.4633 2.5055 2.5532 2.3886 2.4058 2.4275 2.4545 2.4882 2.5295 2.5766 2.4154 2.4321 2.4532 2.4796 2.5124 2.5528 2.5993 2.4414 2.4578 2.4783 2.5041 2.5361 2.5756 2.6215 2.4668 2.4828 2.5028 2.5280 2.5593 2.5979 2.6431 2.4916 2.5071 2.5267 2.5513 2.5819 2.6197 2.6643 2.5158 2.5309 2.5501 2.5741 2.6040 2.6410 2.6849 2.5394 2.5542 2.5729 2.5964 2.6256 2.6619 2.7051 2.5624 2.5769 2.5952 2.6182 2.6468 2.6823 2.7249 2.5849 2.5991 2.6170 2.6395 2.6676 2.7024 2.7442 2.6070 2.6208 2.6384 2.6604 2.6879 2.7220 2.7632 2.6285 2.6421 2.6593 2.6808 2.7078 2.7413 2.7818 2.6496 2.6629 2.6797 2.7009 2.7273 2.7601 2.7999 2.6703 2.6833 2.6998 2.7205 2.7465 2.7787 2.8178 2.6906 2.7033 2.7195 2.7398 2.7653 2.7969 2.8353 2.7104 2.7229 2.7388 2.7587 2.7837 2.8148 2.8525 2.7299 2.7422 2.7577 2.7773 2.8018 2.8323 2.8695 2.7490 2.7610 2.7763 2.7955 2.8196 2.8496 2.8861 2.7677 2.7795 2.7945 2.8134 2.8371 2.8666 2.9025 2.7861 2.7977 2.8124 2.8310 2.8543 2.8833 2.9186 2.8041 2.8155 2.8300 2.8482 2.8711 2.8997 2.9344 2.8219 2.8331 2.8473 2.8652 2.8877 2.9158 2.9500 2.8393 2.8503 2.8643 2.8819 2.9041 2.9317 2.9654 2.8564 2.8673 2.8810 2.8983 2.9201 2.9473 2.9805 2.8733 2.8839 2.8974 2.9145 2.9360 2.9627 2.9954 2.8898 2.9003 2.9136 2.9304 2.9515 2.9779 3.0101 2.9061 2.9164 2.9295 2.9461 2.9668 2.9928 3.0246 2.9221 2.9323 2.9452 2.9615 2.9819 3.0075 3.0388 2.9379 2.9479 2.9606 2.9766 2.9968 3.0221 3.0529 2.9534 2.9633 2.9758 2.9916 3.0115 3.0363 3.0668 2.9687 2.9784 2.9907 3.0063 3.0259 3.0504 3.0805 2.9838 2.9934 3.0055 3.0208 3.0402 3.0643 3.0939 2.9986 3.0081 3.0200 3.0351 3.0542 3.0780 3.1073 3.0133 3.0225 3.0343 3.0492 3.0680 3.0916 3.1204 3.0277 3.0368 3.0484 3.0631 3.0817 3.1049 3.1334 3.0419 3.0509 3.0624 3.0769 3.0952 3.1181 3.1462 3.0499 3.0589 3.0702 3.0846 3.1028 3.1255 3.1534 3.0559 3.0648 3.0761 3.0904 3.1084 3.1311 3.1588 3.0697 3.0785 3.0896 3.1038 3.1216 3.1439 3.1713 3.0833 3.0920 3.1030 3.1169 3.1345 3.1566 3.1836 3.0968 3.1053 3.1162 3.1299 3.1473 3.1691 3.1958 3.1100 3.1185 3.1292 3.1428 3.1599 3.1814 3.2078 3.1231 3.1315 3.1420 3.1554 3.1724 3.1936 3.2197 3.1361 3.1443 3.1547 3.1680 3.1847 3.2057 3.2315 3.1488 3.1569 3.1672 3.1803 3.1968 3.2176 3.2431 3.1614 3.1694 3.1796 3.1925 3.2088 3.2293 3.2545 3.1738 3.1818 3.1918 3.2046 3.2207 3.2410 3.2659 3.1861 3.1940 3.2039 3.2165 3.2324 3.2525 3.2771 3.1983 3.2060 3.2158 3.2283 3.2440 3.2638 3.2882 3.2102 3.2179 3.2276 3.2399 3.2555 3.2751 3.2992 3.2219 3.2297 3.2393 3.2514 3.2668 3.2862 3.3100 3.2334 3.2413 3.2508 3.2628 3.2780 3.2972 3.3208 3.2448 3.2527 3.2622 3.2741 3.2891 3.3081 3.3314 3.2560 3.2640 3.2734 3.2852 3.3001 3.3188 3.3419 3.2672 3.2750 3.2845 3.2962 3.3109 3.3295 3.3523 3.2782 3.2860 3.2955 3.3071 3.3216 3.3400 3.3626 3.2891 3.2968 3.3064 3.3178 3.3323 3.3504 3.3728 3.2998 3.3075 3.3171 3.3285 3.3427 3.3607 3.3829 3.3105 3.3180 3.3276 3.3390 3.3531 3.3709 3.3928 3.3211 3.3285 3.3380 3.3494 3.3634 3.3810 3.4027 3.3315 3.3389 3.3483 3.3598 3.3736 3.3910 3.4125 3.3418 3.3491 3.3584 3.3699 3.3837 3.4009 3.4222 3.3520 3.3593 3.3685 3.3800 3.3936 3.4107 3.4318 3.3622 3.3693 3.3784 3.3899 3.4035 3.4204 3.4413 3.3722 3.3793 3.3883 3.3997 3.4133 3.4301 3.4508 3.3821 3.3891 3.3980 3.4094 3.4230 3.4396 3.4601 3.3919 3.3989 3.4077 3.4189 3.4326 3.4490 3.4693 3.4016 3.4085 3.4173 3.4284 3.4421 3.4584 3.4785 3.4113 3.4181 3.4268 3.4378 3.4514 3.4676 3.4876 3.4208 3.4276 3.4362 3.4471 3.4607 3.4768 3.4966 3.4303 3.4370 3.4455 3.4563 3.4699 3.4859 3.5055 3.4396 3.4463 3.4547 3.4654 3.4789 3.4949 3.5143 3.4489 3.4555 3.4638 3.4745 3.4879 3.5038 3.5231 3.4581 3.4646 3.4729 3.4834 3.4967 3.5127 3.5318 3.4672 3.4737 3.4819 3.4923 3.5055 3.5215 3.5404 3.4762 3.4826 3.4908 3.5011 3.5142 3.5302 3.5489 3.4852 3.4915 3.4996 3.5098 3.5228 3.5387 3.5574 3.4940 3.5003 3.5083 3.5185 3.5314 3.5473 3.5658 3.5028 3.5090 3.5170 3.5270 3.5398 3.5557 3.5741 3.5115 3.5177 3.5256 3.5356 3.5482 3.5640 3.5823 3.5202 3.5263 3.5341 3.5440 3.5566 3.5723 3.5905 3.5287 3.5348 3.5425 3.5523 3.5648 3.5805 3.5986 3.5372 3.5432 3.5509 3.5606 3.5730 3.5886 3.6067 3.5456 3.5516 3.5592 3.5689 3.5811 3.5966 3.6147 3.5540 3.5599 3.5674 3.5770 3.5892 3.6045 3.6226 3.5623 3.5681 3.5756 3.5851 3.5972 3.6124 3.6305 3.5705 3.5763 3.5837 3.5931 3.6051 3.6202 3.6383 3.5786 3.5844 3.5917 3.6011 3.6130 3.6280 3.6460 3.5867 3.5924 3.5997 3.6090 3.6208 3.6357 3.6536 3.5947 3.6004 3.6076 3.6168 3.6285 3.6433 3.6612 3.6026 3.6083 3.6155 3.6246 3.6362 3.6509 3.6687 3.6105 3.6161 3.6232 3.6323 3.6438 3.6584 3.6762 3.6183 3.6239 3.6310 3.6400 3.6514 3.6658 3.6835 3.6261 3.6316 3.6386 3.6476 3.6589 3.6732 3.6909 3.6338 3.6393 3.6462 3.6551 3.6664 3.6806 3.6981 3.6415 3.6469 3.6538 3.6626 3.6738 3.6879 3.7053 3.6490 3.6544 3.6613 3.6700 3.6811 3.6951 3.7125 3.6566 3.6619 3.6687 3.6774 3.6884 3.7023 3.7196 3.6640 3.6693 3.6761 3.6847 3.6956 3.7095 3.7266 3.6715 3.6767 3.6834 3.6920 3.7028 3.7166 3.7336 3.6788 3.6840 3.6907 3.6992 3.7100 3.7236 3.7405 3.6861 3.6913 3.6979 3.7064 3.7171 3.7306 3.7473 3.6934 3.6985 3.7051 3.7135 3.7241 3.7375 3.7542 3.7006 3.7057 3.7122 3.7205 3.7311 3.7444 3.7610 3.7077 3.7128 3.7193 3.7275 3.7380 3.7513 3.7677 3.7148 3.7199 3.7263 3.7345 3.7449 3.7581 3.7744 3.7219 3.7269 3.7333 3.7414 3.7518 3.7648 3.7810 3.7289 3.7339 3.7402 3.7483 3.7586 3.7715 3.7876 3.7359 3.7408 3.7471 3.7551 3.7653 3.7782 3.7942 3.7428 3.7477 3.7539 3.7619 3.7720 3.7848 3.8007 3.7496 3.7545 3.7607 3.7686 3.7787 3.7914 3.8072 3.7564 3.7613 3.7674 3.7753 3.7853 3.7979 3.8136 3.7632 3.7680 3.7741 3.7819 3.7919 3.8044 3.8200 3.7699 3.7747 3.7808 3.7885 3.7984 3.8109 3.8264 3.7766 3.7813 3.7874 3.7951 3.8049 3.8173 3.8327 3.7832 3.7879 3.7939 3.8016 3.8113 3.8237 3.8389 3.7898 3.7945 3.8004 3.8081 3.8177 3.8300 3.8452 3.7963 3.8010 3.8069 3.8145 3.8241 3.8363 3.8514 3.8028 3.8075 3.8134 3.8209 3.8304 3.8425 3.8575 3.8093 3.8139 3.8197 3.8272 3.8367 3.8487 3.8636 3.8157 3.8203 3.8261 3.8335 3.8430 3.8549 3.8697 3.8221 3.8266 3.8324 3.8398 3.8492 3.8610 3.8758 3.8284 3.8329 3.8387 3.8460 3.8553 3.8671 3.8818 3.8347 3.8392 3.8449 3.8522 3.8615 3.8732 3.8877 3.8410 3.8454 3.8511 3.8583 3.8676 3.8792 3.8937 3.8472 3.8516 3.8573 3.8645 3.8736 3.8852 3.8996 3.8534 3.8578 3.8634 3.8705 3.8796 3.8911 3.9055 3.8595 3.8639 3.8695 3.8766 3.8856 3.8971 3.9113 3.8656 3.8700 3.8755 3.8826 3.8916 3.9029 3.9171 3.8717 3.8760 3.8815 3.8885 3.8975 3.9088 3.9228 3.8777 3.8820 3.8875 3.8945 3.9033 3.9146 3.9286 3.8837 3.8880 3.8934 3.9004 3.9092 3.9204 3.9343 3.8897 3.8939 3.8993 3.9062 3.9150 3.9261 3.9399 3.8956 3.8998 3.9052 3.9120 3.9208 3.9318 3.9456 3.9015 3.9057 3.9110 3.9178 3.9265 3.9375 3.9512 3.9074 3.9115 3.9168 3.9236 3.9322 3.9432 3.9568 3.9132 3.9173 3.9226 3.9293 3.9379 3.9488 3.9623 3.9190 3.9231 3.9283 3.9350 3.9436 3.9544 3.9678 3.9247 3.9288 3.9340 3.9407 3.9492 3.9599 3.9733 3.9304 3.9345 3.9397 3.9463 3.9548 3.9654 3.9787 3.9361 3.9402 3.9453 3.9519 3.9603 3.9709 3.9842 3.9418 3.9458 3.9509 3.9575 3.9658 3.9764 3.9896 3.9474 3.9514 3.9565 3.9630 3.9713 3.9818 3.9949 3.9530 3.9570 3.9620 3.9685 3.9768 3.9872 4.0002 3.9586 3.9625 3.9676 3.9740 3.9822 3.9926 4.0056 3.9641 3.9680 3.9730 3.9794 3.9876 3.9980 4.0108 3.9696 3.9735 3.9785 3.9849 3.9930 4.0033 4.0161 3.9751 3.9789 3.9839 3.9902 3.9983 4.0086 4.0213 3.9805 3.9844 3.9893 3.9956 4.0036 4.0138 4.0265 3.9859 3.9897 3.9947 4.0009 4.0089 4.0191 4.0317 3.9913 3.9951 4.0000 4.0062 4.0142 4.0243 4.0368 3.9966 4.0004 4.0053 4.0115 4.0194 4.0295 4.0419 4.0020 4.0057 4.0106 4.0168 4.0246 4.0346 4.0470 4.0073 4.0110 4.0158 4.0220 4.0298 4.0397 4.0521 4.0125 4.0163 4.0211 4.0272 4.0350 4.0448 4.0571 4.0178 4.0215 4.0263 4.0323 4.0401 4.0499 4.0621 4.0230 4.0267 4.0314 4.0375 4.0452 4.0550 4.0671 4.0282 4.0319 4.0366 4.0426 4.0503 4.0600 4.0721 4.0333 4.0370 4.0417 4.0477 4.0553 4.0650 4.0770 4.0385 4.0421 4.0468 4.0527 4.0603 4.0700 4.0819 4.0436 4.0472 4.0518 4.0578 4.0653 4.0749 4.0868 4.0486 4.0523 4.0569 4.0628 4.0703 4.0798 4.0917 4.0537 4.0573 4.0619 4.0678 4.0752 4.0847 4.0965 4.0587 4.0623 4.0669 4.0727 4.0802 4.0896 4.1014 4.0637 4.0673 4.0718 4.0777 4.0851 4.0945 4.1062 4.0687 4.0723 4.0768 4.0826 4.0899 4.0993 4.1109 4.0737 4.0772 4.0817 4.0875 4.0948 4.1041 4.1157 4.0786 4.0821 4.0866 4.0923 4.0996 4.1089 4.1204 4.0835 4.0870 4.0915 4.0972 4.1044 4.1136 4.1251 4.0884 4.0919 4.0963 4.1020 4.1092 4.1184 4.1298 4.0932 4.0967 4.1011 4.1068 4.1140 4.1231 4.1345 4.0981 4.1015 4.1059 4.1115 4.1187 4.1278 4.1391 4.1029 4.1063 4.1107 4.1163 4.1234 4.1325 4.1437 4.1077 4.1111 4.1154 4.1210 4.1281 4.1371 4.1483 4.1124 4.1158 4.1202 4.1257 4.1328 4.1417 4.1529 4.1172 4.1206 4.1249 4.1304 4.1374 4.1463 4.1575 4.1219 4.1253 4.1296 4.1351 4.1420 4.1509 4.1620 4.1266 4.1300 4.1342 4.1397 4.1467 4.1555 4.1665 4.1313 4.1346 4.1389 4.1443 4.1512 4.1600 4.1710 4.1359 4.1393 4.1435 4.1489 4.1558 4.1646 4.1755 4.1406 4.1439 4.1481 4.1535 4.1603 4.1691 4.1799 4.1452 4.1485 4.1527 4.1580 4.1649 4.1735 4.1844 4.1498 4.1530 4.1572 4.1626 4.1694 4.1780 4.1888 4.1543 4.1576 4.1618 4.1671 4.1738 4.1825 4.1932 4.1589 4.1621 4.1663 4.1716 4.1783 4.1869 4.1976 4.1634 4.1666 4.1708 4.1760 4.1828 4.1913 4.2019 4.1679 4.1711 4.1752 4.1805 4.1872 4.1957 4.2062 4.1724 4.1756 4.1797 4.1849 4.1916 4.2000 4.2106 4.1769 4.1801 4.1841 4.1893 4.1960 4.2044 4.2149 4.1813 4.1845 4.1886 4.1937 4.2003 4.2087 4.2192 4.1858 4.1889 4.1929 4.1981 4.2047 4.2130 4.2234 4.1902 4.1933 4.1973 4.2025 4.2090 4.2173 4.2277 4.1946 4.1977 4.2017 4.2068 4.2133 4.2216 4.2319 4.1989 4.2020 4.2060 4.2111 4.2176 4.2258 4.2361 4.2033 4.2064 4.2103 4.2154 4.2219 4.2301 4.2403 4.2076 4.2107 4.2146 4.2197 4.2261 4.2343 4.2445 4.2119 4.2150 4.2189 4.2239 4.2304 4.2385 4.2486 4.2162 4.2193 4.2232 4.2282 4.2346 4.2427 4.2528 4.2205 4.2235 4.2274 4.2324 4.2388 4.2468 4.2569 4.2248 4.2278 4.2317 4.2366 4.2429 4.2510 4.2610 4.2290 4.2320 4.2359 4.2408 4.2471 4.2551 4.2651 4.2332 4.2362 4.2401 4.2450 4.2513 4.2592 4.2692 4.2374 4.2404 4.2443 4.2491 4.2554 4.2633 4.2732 4.2416 4.2446 4.2484 4.2533 4.2595 4.2674 4.2773 4.2458 4.2488 4.2526 4.2574 4.2636 4.2715 4.2813 4.2499 4.2529 4.2567 4.2615 4.2677 4.2755 4.2853 4.2541 4.2570 4.2608 4.2656 4.2717 4.2796 4.2893 4.2582 4.2611 4.2649 4.2697 4.2758 4.2836 4.2933 4.2623 4.2652 4.2689 4.2737 4.2798 4.2876 4.2972 4.2664 4.2693 4.2730 4.2778 4.2838 4.2916 4.3012 4.2704 4.2733 4.2770 4.2818 4.2878 4.2955 4.3051 4.2745 4.2774 4.2811 4.2858 4.2918 4.2995 4.3090 4.2785 4.2814 4.2851 4.2898 4.2958 4.3034 4.3129 4.2826 4.2854 4.2891 4.2938 4.2997 4.3073 4.3168 Columns 22 through 28 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 0.1518 -3.9988 -3.9932 -3.9482 -3.7500 -3.2543 -2.5137 0.5886 -2.2721 -1.8465 -1.4740 -1.1610 -0.8888 -0.6434 0.8461 -0.8405 -0.7011 -0.5509 -0.3978 -0.2437 -0.0886 1.0321 -0.3025 -0.2091 -0.1044 0.0068 0.1233 0.2446 1.1790 0.0400 0.1111 0.1946 0.2851 0.3818 0.4845 1.3011 0.2942 0.3502 0.4201 0.4978 0.5820 0.6724 1.4058 0.4965 0.5427 0.6014 0.6703 0.7455 0.8271 1.4978 0.6646 0.7039 0.7542 0.8153 0.8840 0.9588 1.5800 0.8084 0.8426 0.8867 0.9407 1.0040 1.0736 1.6543 0.9341 0.9644 1.0036 1.0519 1.1101 1.1753 1.7222 1.0458 1.0729 1.1082 1.1519 1.2052 1.2666 1.7848 1.1462 1.1708 1.2029 1.2427 1.2916 1.3496 1.8428 1.2374 1.2599 1.2893 1.3260 1.3711 1.4257 1.8970 1.3210 1.3417 1.3689 1.4028 1.4447 1.4959 1.9478 1.3981 1.4174 1.4426 1.4742 1.5133 1.5612 1.9957 1.4697 1.4877 1.5112 1.5408 1.5774 1.6224 2.0410 1.5365 1.5534 1.5754 1.6032 1.6377 1.6802 2.0839 1.5992 1.6150 1.6358 1.6619 1.6945 1.7347 2.1247 1.6581 1.6730 1.6927 1.7174 1.7483 1.7865 2.1637 1.7138 1.7279 1.7465 1.7700 1.7993 1.8356 2.2009 1.7665 1.7799 1.7976 1.8199 1.8478 1.8825 2.2366 1.8166 1.8293 1.8462 1.8675 1.8941 1.9273 2.2709 1.8643 1.8764 1.8925 1.9128 1.9384 1.9701 2.3038 1.9098 1.9214 1.9368 1.9563 1.9807 2.0112 2.3356 1.9533 1.9645 1.9792 1.9979 2.0213 2.0506 2.3662 1.9950 2.0057 2.0199 2.0378 2.0604 2.0886 2.3957 2.0351 2.0454 2.0590 2.0762 2.0980 2.1251 2.4243 2.0736 2.0835 2.0966 2.1132 2.1342 2.1604 2.4520 2.1107 2.1202 2.1328 2.1489 2.1691 2.1945 2.4789 2.1464 2.1556 2.1678 2.1833 2.2029 2.2274 2.5049 2.1809 2.1898 2.2016 2.2166 2.2356 2.2593 2.5302 2.2143 2.2229 2.2343 2.2489 2.2672 2.2902 2.5548 2.2466 2.2549 2.2660 2.2801 2.2979 2.3202 2.5787 2.2779 2.2859 2.2967 2.3103 2.3276 2.3493 2.6020 2.3082 2.3160 2.3264 2.3397 2.3565 2.3776 2.6247 2.3376 2.3452 2.3554 2.3683 2.3846 2.4051 2.6468 2.3662 2.3736 2.3835 2.3960 2.4119 2.4319 2.6684 2.3940 2.4012 2.4108 2.4230 2.4385 2.4579 2.6895 2.4211 2.4281 2.4374 2.4493 2.4643 2.4833 2.7101 2.4474 2.4542 2.4633 2.4749 2.4896 2.5081 2.7302 2.4731 2.4797 2.4886 2.4999 2.5142 2.5323 2.7499 2.4981 2.5046 2.5132 2.5242 2.5382 2.5559 2.7692 2.5225 2.5288 2.5373 2.5480 2.5617 2.5789 2.7881 2.5463 2.5525 2.5607 2.5713 2.5846 2.6015 2.8066 2.5696 2.5756 2.5837 2.5940 2.6070 2.6235 2.8247 2.5923 2.5982 2.6061 2.6162 2.6289 2.6451 2.8424 2.6146 2.6203 2.6280 2.6379 2.6504 2.6662 2.8598 2.6363 2.6420 2.6495 2.6591 2.6714 2.6869 2.8769 2.6576 2.6631 2.6705 2.6800 2.6919 2.7071 2.8937 2.6784 2.6839 2.6911 2.7003 2.7121 2.7270 2.9102 2.6989 2.7042 2.7113 2.7203 2.7319 2.7464 2.9263 2.7189 2.7241 2.7310 2.7399 2.7512 2.7655 2.9422 2.7385 2.7436 2.7504 2.7591 2.7702 2.7843 2.9578 2.7577 2.7628 2.7694 2.7780 2.7889 2.8027 2.9732 2.7766 2.7815 2.7881 2.7965 2.8072 2.8207 2.9883 2.7951 2.8000 2.8064 2.8147 2.8252 2.8384 3.0032 2.8133 2.8181 2.8244 2.8325 2.8428 2.8559 3.0178 2.8312 2.8359 2.8421 2.8500 2.8602 2.8730 3.0322 2.8487 2.8533 2.8594 2.8673 2.8772 2.8899 3.0463 2.8660 2.8705 2.8765 2.8842 2.8940 2.9064 3.0603 2.8830 2.8874 2.8933 2.9009 2.9105 2.9227 3.0741 2.8996 2.9040 2.9098 2.9172 2.9267 2.9387 3.0876 2.9160 2.9203 2.9260 2.9334 2.9427 2.9545 3.1010 2.9322 2.9364 2.9420 2.9492 2.9584 2.9701 3.1143 2.9480 2.9522 2.9577 2.9648 2.9739 2.9853 3.1273 2.9637 2.9678 2.9732 2.9802 2.9891 3.0004 3.1402 2.9791 2.9831 2.9885 2.9953 3.0041 3.0153 3.1529 2.9942 2.9982 3.0035 3.0103 3.0189 3.0299 3.1655 3.0092 3.0131 3.0183 3.0250 3.0335 3.0443 3.1779 3.0239 3.0277 3.0328 3.0394 3.0478 3.0585 3.1849 3.0322 3.0360 3.0411 3.0476 3.0559 3.0665 3.1901 3.0384 3.0422 3.0472 3.0537 3.0620 3.0725 3.2022 3.0527 3.0564 3.0614 3.0678 3.0759 3.0863 3.2142 3.0667 3.0704 3.0753 3.0817 3.0897 3.1000 3.2260 3.0806 3.0843 3.0891 3.0954 3.1033 3.1134 3.2377 3.0943 3.0979 3.1027 3.1089 3.1167 3.1267 3.2492 3.1077 3.1114 3.1161 3.1222 3.1299 3.1398 3.2606 3.1207 3.1246 3.1293 3.1353 3.1430 3.1527 3.2719 3.1334 3.1374 3.1424 3.1483 3.1559 3.1654 3.2830 3.1460 3.1500 3.1551 3.1611 3.1686 3.1780 3.2941 3.1584 3.1624 3.1676 3.1737 3.1811 3.1905 3.3050 3.1707 3.1746 3.1798 3.1861 3.1935 3.2028 3.3158 3.1828 3.1867 3.1918 3.1982 3.2058 3.2149 3.3264 3.1948 3.1986 3.2037 3.2102 3.2178 3.2269 3.3370 3.2066 3.2104 3.2154 3.2219 3.2296 3.2387 3.3475 3.2183 3.2220 3.2270 3.2334 3.2413 3.2505 3.3578 3.2299 3.2336 3.2385 3.2448 3.2527 3.2620 3.3680 3.2413 3.2449 3.2498 3.2560 3.2640 3.2734 3.3782 3.2526 3.2562 3.2610 3.2672 3.2750 3.2845 3.3882 3.2638 3.2673 3.2721 3.2782 3.2860 3.2955 3.3982 3.2748 3.2783 3.2830 3.2891 3.2968 3.3064 3.4080 3.2857 3.2892 3.2939 3.2998 3.3075 3.3171 3.4177 3.2966 3.3000 3.3046 3.3105 3.3180 3.3276 3.4274 3.3073 3.3107 3.3152 3.3211 3.3285 3.3380 3.4369 3.3178 3.3212 3.3257 3.3315 3.3389 3.3483 3.4464 3.3283 3.3316 3.3361 3.3418 3.3491 3.3584 3.4558 3.3387 3.3420 3.3464 3.3520 3.3593 3.3685 3.4650 3.3489 3.3522 3.3566 3.3622 3.3693 3.3784 3.4742 3.3591 3.3623 3.3666 3.3722 3.3793 3.3883 3.4834 3.3691 3.3723 3.3766 3.3821 3.3891 3.3980 3.4924 3.3791 3.3822 3.3865 3.3919 3.3989 3.4077 3.5014 3.3889 3.3921 3.3963 3.4016 3.4085 3.4173 3.5102 3.3987 3.4018 3.4059 3.4113 3.4181 3.4268 3.5190 3.4083 3.4114 3.4155 3.4208 3.4276 3.4362 3.5277 3.4179 3.4210 3.4250 3.4303 3.4370 3.4455 3.5364 3.4274 3.4304 3.4344 3.4396 3.4463 3.4547 3.5450 3.4368 3.4398 3.4438 3.4489 3.4555 3.4638 3.5535 3.4461 3.4490 3.4530 3.4581 3.4646 3.4729 3.5619 3.4553 3.4582 3.4622 3.4672 3.4737 3.4819 3.5702 3.4644 3.4673 3.4712 3.4762 3.4826 3.4908 3.5785 3.4735 3.4764 3.4802 3.4852 3.4915 3.4996 3.5867 3.4824 3.4853 3.4891 3.4940 3.5003 3.5083 3.5949 3.4913 3.4942 3.4979 3.5028 3.5090 3.5170 3.6030 3.5001 3.5029 3.5067 3.5115 3.5177 3.5256 3.6110 3.5089 3.5116 3.5154 3.5202 3.5263 3.5341 3.6189 3.5175 3.5203 3.5240 3.5287 3.5348 3.5425 3.6268 3.5261 3.5288 3.5325 3.5372 3.5432 3.5509 3.6347 3.5346 3.5373 3.5410 3.5456 3.5516 3.5592 3.6424 3.5430 3.5457 3.5493 3.5540 3.5599 3.5674 3.6502 3.5514 3.5541 3.5577 3.5623 3.5681 3.5756 3.6578 3.5597 3.5624 3.5659 3.5705 3.5763 3.5837 3.6654 3.5679 3.5706 3.5741 3.5786 3.5844 3.5917 3.6729 3.5761 3.5787 3.5822 3.5867 3.5924 3.5997 3.6804 3.5842 3.5868 3.5902 3.5947 3.6004 3.6076 3.6878 3.5922 3.5948 3.5982 3.6026 3.6083 3.6155 3.6952 3.6002 3.6027 3.6061 3.6105 3.6161 3.6232 3.7025 3.6081 3.6106 3.6140 3.6183 3.6239 3.6310 3.7098 3.6159 3.6185 3.6218 3.6261 3.6316 3.6386 3.7170 3.6237 3.6262 3.6295 3.6338 3.6393 3.6462 3.7242 3.6314 3.6339 3.6372 3.6415 3.6469 3.6538 3.7313 3.6391 3.6416 3.6448 3.6490 3.6544 3.6613 3.7383 3.6467 3.6491 3.6524 3.6566 3.6619 3.6687 3.7453 3.6543 3.6567 3.6599 3.6640 3.6693 3.6761 3.7523 3.6617 3.6641 3.6673 3.6715 3.6767 3.6834 3.7591 3.6692 3.6716 3.6747 3.6788 3.6840 3.6907 3.7660 3.6766 3.6789 3.6821 3.6861 3.6913 3.6979 3.7728 3.6839 3.6862 3.6894 3.6934 3.6985 3.7051 3.7795 3.6912 3.6935 3.6966 3.7006 3.7057 3.7122 3.7862 3.6984 3.7007 3.7038 3.7077 3.7128 3.7193 3.7928 3.7055 3.7078 3.7109 3.7148 3.7199 3.7263 3.7993 3.7127 3.7149 3.7180 3.7219 3.7269 3.7333 3.8059 3.7197 3.7220 3.7250 3.7289 3.7339 3.7402 3.8124 3.7267 3.7290 3.7320 3.7359 3.7408 3.7471 3.8188 3.7337 3.7359 3.7389 3.7428 3.7477 3.7539 3.8252 3.7406 3.7428 3.7458 3.7496 3.7545 3.7607 3.8315 3.7475 3.7497 3.7526 3.7564 3.7613 3.7674 3.8378 3.7543 3.7565 3.7594 3.7632 3.7680 3.7741 3.8440 3.7611 3.7633 3.7662 3.7699 3.7747 3.7808 3.8502 3.7678 3.7700 3.7729 3.7766 3.7813 3.7874 3.8564 3.7745 3.7767 3.7795 3.7832 3.7879 3.7939 3.8625 3.7812 3.7833 3.7861 3.7898 3.7945 3.8004 3.8686 3.7878 3.7899 3.7927 3.7963 3.8010 3.8069 3.8747 3.7943 3.7964 3.7992 3.8028 3.8075 3.8134 3.8807 3.8008 3.8029 3.8057 3.8093 3.8139 3.8197 3.8866 3.8073 3.8094 3.8122 3.8157 3.8203 3.8261 3.8926 3.8138 3.8158 3.8186 3.8221 3.8266 3.8324 3.8985 3.8201 3.8222 3.8249 3.8284 3.8329 3.8387 3.9044 3.8265 3.8285 3.8312 3.8347 3.8392 3.8449 3.9102 3.8328 3.8348 3.8375 3.8410 3.8454 3.8511 3.9160 3.8391 3.8411 3.8438 3.8472 3.8516 3.8573 3.9218 3.8453 3.8473 3.8500 3.8534 3.8578 3.8634 3.9275 3.8515 3.8535 3.8561 3.8595 3.8639 3.8695 3.9332 3.8576 3.8596 3.8622 3.8656 3.8700 3.8755 3.9389 3.8638 3.8657 3.8683 3.8717 3.8760 3.8815 3.9445 3.8698 3.8718 3.8744 3.8777 3.8820 3.8875 3.9502 3.8759 3.8778 3.8804 3.8837 3.8880 3.8934 3.9557 3.8819 3.8838 3.8864 3.8897 3.8939 3.8993 3.9613 3.8879 3.8898 3.8923 3.8956 3.8998 3.9052 3.9668 3.8938 3.8957 3.8982 3.9015 3.9057 3.9110 3.9723 3.8997 3.9016 3.9041 3.9074 3.9115 3.9168 3.9777 3.9056 3.9074 3.9099 3.9132 3.9173 3.9226 3.9832 3.9114 3.9132 3.9157 3.9190 3.9231 3.9283 3.9886 3.9172 3.9190 3.9215 3.9247 3.9288 3.9340 3.9939 3.9229 3.9248 3.9273 3.9304 3.9345 3.9397 3.9993 3.9287 3.9305 3.9330 3.9361 3.9402 3.9453 4.0046 3.9344 3.9362 3.9386 3.9418 3.9458 3.9509 4.0099 3.9400 3.9418 3.9443 3.9474 3.9514 3.9565 4.0151 3.9457 3.9475 3.9499 3.9530 3.9570 3.9620 4.0203 3.9513 3.9531 3.9555 3.9586 3.9625 3.9676 4.0255 3.9568 3.9586 3.9610 3.9641 3.9680 3.9730 4.0307 3.9624 3.9642 3.9665 3.9696 3.9735 3.9785 4.0359 3.9679 3.9697 3.9720 3.9751 3.9789 3.9839 4.0410 3.9734 3.9751 3.9775 3.9805 3.9844 3.9893 4.0461 3.9788 3.9806 3.9829 3.9859 3.9897 3.9947 4.0512 3.9842 3.9860 3.9883 3.9913 3.9951 4.0000 4.0562 3.9896 3.9914 3.9937 3.9966 4.0004 4.0053 4.0612 3.9950 3.9967 3.9990 4.0020 4.0057 4.0106 4.0662 4.0003 4.0020 4.0043 4.0073 4.0110 4.0158 4.0712 4.0056 4.0073 4.0096 4.0125 4.0163 4.0211 4.0761 4.0109 4.0126 4.0149 4.0178 4.0215 4.0263 4.0810 4.0162 4.0178 4.0201 4.0230 4.0267 4.0314 4.0859 4.0214 4.0230 4.0253 4.0282 4.0319 4.0366 4.0908 4.0266 4.0282 4.0305 4.0333 4.0370 4.0417 4.0957 4.0317 4.0334 4.0356 4.0385 4.0421 4.0468 4.1005 4.0369 4.0385 4.0407 4.0436 4.0472 4.0518 4.1053 4.0420 4.0436 4.0458 4.0486 4.0523 4.0569 4.1101 4.0471 4.0487 4.0509 4.0537 4.0573 4.0619 4.1148 4.0521 4.0538 4.0559 4.0587 4.0623 4.0669 4.1195 4.0572 4.0588 4.0610 4.0637 4.0673 4.0718 4.1243 4.0622 4.0638 4.0659 4.0687 4.0723 4.0768 4.1289 4.0672 4.0688 4.0709 4.0737 4.0772 4.0817 4.1336 4.0721 4.0737 4.0759 4.0786 4.0821 4.0866 4.1383 4.0771 4.0787 4.0808 4.0835 4.0870 4.0915 4.1429 4.0820 4.0836 4.0857 4.0884 4.0919 4.0963 4.1475 4.0869 4.0884 4.0905 4.0932 4.0967 4.1011 4.1521 4.0917 4.0933 4.0954 4.0981 4.1015 4.1059 4.1566 4.0966 4.0981 4.1002 4.1029 4.1063 4.1107 4.1612 4.1014 4.1030 4.1050 4.1077 4.1111 4.1154 4.1657 4.1062 4.1077 4.1098 4.1124 4.1158 4.1202 4.1702 4.1110 4.1125 4.1146 4.1172 4.1206 4.1249 4.1747 4.1157 4.1173 4.1193 4.1219 4.1253 4.1296 4.1791 4.1205 4.1220 4.1240 4.1266 4.1300 4.1342 4.1836 4.1252 4.1267 4.1287 4.1313 4.1346 4.1389 4.1880 4.1298 4.1313 4.1334 4.1359 4.1393 4.1435 4.1924 4.1345 4.1360 4.1380 4.1406 4.1439 4.1481 4.1968 4.1391 4.1406 4.1426 4.1452 4.1485 4.1527 4.2011 4.1438 4.1452 4.1472 4.1498 4.1530 4.1572 4.2055 4.1484 4.1498 4.1518 4.1543 4.1576 4.1618 4.2098 4.1529 4.1544 4.1564 4.1589 4.1621 4.1663 4.2141 4.1575 4.1590 4.1609 4.1634 4.1666 4.1708 4.2184 4.1620 4.1635 4.1654 4.1679 4.1711 4.1752 4.2226 4.1665 4.1680 4.1699 4.1724 4.1756 4.1797 4.2269 4.1710 4.1725 4.1744 4.1769 4.1801 4.1841 4.2311 4.1755 4.1769 4.1789 4.1813 4.1845 4.1886 4.2353 4.1800 4.1814 4.1833 4.1858 4.1889 4.1929 4.2395 4.1844 4.1858 4.1877 4.1902 4.1933 4.1973 4.2437 4.1888 4.1902 4.1921 4.1946 4.1977 4.2017 4.2479 4.1932 4.1946 4.1965 4.1989 4.2020 4.2060 4.2520 4.1976 4.1990 4.2009 4.2033 4.2064 4.2103 4.2561 4.2019 4.2033 4.2052 4.2076 4.2107 4.2146 4.2603 4.2063 4.2077 4.2095 4.2119 4.2150 4.2189 4.2644 4.2106 4.2120 4.2138 4.2162 4.2193 4.2232 4.2684 4.2149 4.2163 4.2181 4.2205 4.2235 4.2274 4.2725 4.2192 4.2206 4.2224 4.2248 4.2278 4.2317 4.2765 4.2234 4.2248 4.2266 4.2290 4.2320 4.2359 4.2806 4.2277 4.2291 4.2309 4.2332 4.2362 4.2401 4.2846 4.2319 4.2333 4.2351 4.2374 4.2404 4.2443 4.2886 4.2361 4.2375 4.2393 4.2416 4.2446 4.2484 4.2925 4.2403 4.2417 4.2435 4.2458 4.2488 4.2526 4.2965 4.2445 4.2458 4.2476 4.2499 4.2529 4.2567 4.3005 4.2487 4.2500 4.2518 4.2541 4.2570 4.2608 4.3044 4.2528 4.2541 4.2559 4.2582 4.2611 4.2649 4.3083 4.2569 4.2582 4.2600 4.2623 4.2652 4.2689 4.3122 4.2610 4.2623 4.2641 4.2664 4.2693 4.2730 4.3161 4.2651 4.2664 4.2682 4.2704 4.2733 4.2770 4.3200 4.2692 4.2705 4.2722 4.2745 4.2774 4.2811 4.3238 4.2732 4.2745 4.2763 4.2785 4.2814 4.2851 4.3277 4.2773 4.2786 4.2803 4.2826 4.2854 4.2891 Columns 29 through 35 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -1.7842 -1.2226 -0.8092 -0.4842 -0.2211 -3.9992 -3.9992 -0.4166 -0.2032 -0.0003 0.1927 0.3679 -3.9935 -3.9552 0.0671 0.2234 0.3801 0.5354 0.6808 -2.7469 -2.1025 0.3704 0.5003 0.6337 0.7687 0.8973 -0.9503 -0.7852 0.5928 0.7066 0.8252 0.9468 1.0639 -0.3633 -0.2659 0.7690 0.8715 0.9795 1.0915 1.2000 0.0021 0.0715 0.9151 1.0092 1.1092 1.2136 1.3154 0.2687 0.3226 1.0400 1.1275 1.2211 1.3194 1.4157 0.4788 0.5229 1.1494 1.2315 1.3198 1.4129 1.5047 0.6522 0.6895 1.2466 1.3242 1.4080 1.4968 1.5846 0.7999 0.8323 1.3342 1.4079 1.4879 1.5729 1.6572 0.9286 0.9572 1.4139 1.4843 1.5609 1.6427 1.7239 1.0426 1.0681 1.4871 1.5546 1.6282 1.7070 1.7855 1.1448 1.1680 1.5548 1.6197 1.6907 1.7668 1.8428 1.2376 1.2587 1.6177 1.6803 1.7489 1.8226 1.8964 1.3225 1.3420 1.6766 1.7371 1.8035 1.8750 1.9468 1.4008 1.4188 1.7319 1.7904 1.8549 1.9244 1.9942 1.4733 1.4901 1.7840 1.8408 1.9034 1.9711 2.0392 1.5410 1.5567 1.8333 1.8885 1.9494 2.0154 2.0819 1.6043 1.6191 1.8803 1.9337 1.9931 2.0576 2.1225 1.6639 1.6778 1.9252 1.9769 2.0348 2.0978 2.1613 1.7201 1.7333 1.9682 2.0180 2.0746 2.1362 2.1984 1.7734 1.7859 2.0093 2.0574 2.1128 2.1730 2.2340 1.8239 1.8358 2.0489 2.0952 2.1493 2.2084 2.2682 1.8720 1.8833 2.0869 2.1315 2.1845 2.2424 2.3010 1.9179 1.9287 2.1236 2.1666 2.2183 2.2751 2.3327 1.9618 1.9722 2.1589 2.2005 2.2509 2.3066 2.3633 2.0039 2.0138 2.1930 2.2333 2.2823 2.3371 2.3928 2.0442 2.0538 2.2260 2.2651 2.3127 2.3666 2.4213 2.0830 2.0922 2.2580 2.2958 2.3422 2.3951 2.4490 2.1203 2.1292 2.2890 2.3257 2.3707 2.4228 2.4758 2.1563 2.1648 2.3190 2.3546 2.3984 2.4496 2.5019 2.1910 2.1993 2.3481 2.3828 2.4254 2.4756 2.5272 2.2246 2.2326 2.3764 2.4102 2.4517 2.5009 2.5517 2.2571 2.2648 2.4040 2.4368 2.4773 2.5256 2.5757 2.2886 2.2960 2.4308 2.4628 2.5022 2.5495 2.5990 2.3191 2.3263 2.4569 2.4881 2.5266 2.5729 2.6217 2.3487 2.3557 2.4823 2.5127 2.5503 2.5957 2.6438 2.3774 2.3843 2.5071 2.5368 2.5735 2.6179 2.6654 2.4053 2.4120 2.5313 2.5603 2.5962 2.6396 2.6865 2.4325 2.4390 2.5550 2.5833 2.6184 2.6608 2.7071 2.4590 2.4653 2.5780 2.6058 2.6401 2.6817 2.7273 2.4848 2.4909 2.6006 2.6277 2.6613 2.7021 2.7470 2.5099 2.5159 2.6227 2.6492 2.6821 2.7220 2.7663 2.5344 2.5403 2.6443 2.6702 2.7025 2.7416 2.7852 2.5583 2.5641 2.6654 2.6908 2.7224 2.7608 2.8037 2.5817 2.5873 2.6861 2.7110 2.7420 2.7797 2.8218 2.6046 2.6100 2.7064 2.7308 2.7612 2.7982 2.8396 2.6269 2.6322 2.7262 2.7502 2.7800 2.8163 2.8570 2.6487 2.6540 2.7457 2.7692 2.7985 2.8342 2.8741 2.6701 2.6752 2.7648 2.7879 2.8167 2.8517 2.8910 2.6910 2.6960 2.7836 2.8062 2.8345 2.8689 2.9075 2.7115 2.7164 2.8020 2.8242 2.8520 2.8858 2.9238 2.7316 2.7364 2.8201 2.8419 2.8692 2.9025 2.9399 2.7513 2.7560 2.8378 2.8593 2.8861 2.9188 2.9556 2.7706 2.7752 2.8552 2.8764 2.9027 2.9350 2.9712 2.7895 2.7941 2.8724 2.8932 2.9191 2.9508 2.9865 2.8081 2.8126 2.8892 2.9097 2.9352 2.9664 3.0015 2.8264 2.8308 2.9058 2.9259 2.9510 2.9818 3.0164 2.8443 2.8486 2.9221 2.9419 2.9666 2.9969 3.0310 2.8619 2.8661 2.9382 2.9576 2.9820 3.0118 3.0454 2.8792 2.8834 2.9540 2.9731 2.9971 3.0265 3.0596 2.8962 2.9003 2.9695 2.9884 3.0120 3.0410 3.0736 2.9130 2.9170 2.9848 3.0034 3.0267 3.0552 3.0874 2.9294 2.9334 2.9999 3.0182 3.0412 3.0693 3.1011 2.9456 2.9495 3.0147 3.0328 3.0554 3.0832 3.1145 2.9615 2.9653 3.0294 3.0472 3.0695 3.0968 3.1278 2.9772 2.9810 3.0438 3.0613 3.0833 3.1103 3.1408 2.9926 2.9963 3.0580 3.0753 3.0970 3.1237 3.1538 3.0078 3.0115 3.0720 3.0891 3.1105 3.1368 3.1665 3.0228 3.0264 3.0799 3.0969 3.1181 3.1442 3.1737 3.0312 3.0348 3.0858 3.1027 3.1238 3.1498 3.1791 3.0375 3.0411 3.0995 3.1161 3.1369 3.1626 3.1915 3.0521 3.0556 3.1129 3.1293 3.1499 3.1752 3.2038 3.0664 3.0699 3.1262 3.1424 3.1627 3.1877 3.2160 3.0805 3.0839 3.1393 3.1553 3.1753 3.2000 3.2279 3.0943 3.0978 3.1522 3.1680 3.1878 3.2122 3.2398 3.1077 3.1114 3.1650 3.1806 3.2001 3.2242 3.2515 3.1207 3.1246 3.1776 3.1930 3.2123 3.2361 3.2631 3.1334 3.1374 3.1900 3.2052 3.2243 3.2479 3.2745 3.1460 3.1500 3.2023 3.2173 3.2362 3.2595 3.2858 3.1584 3.1624 3.2145 3.2293 3.2480 3.2710 3.2970 3.1707 3.1746 3.2265 3.2411 3.2596 3.2823 3.3081 3.1828 3.1867 3.2383 3.2528 3.2711 3.2935 3.3190 3.1948 3.1986 3.2501 3.2644 3.2824 3.3046 3.3298 3.2066 3.2104 3.2616 3.2758 3.2936 3.3156 3.3405 3.2183 3.2220 3.2731 3.2871 3.3047 3.3264 3.3511 3.2299 3.2336 3.2844 3.2982 3.3157 3.3372 3.3616 3.2413 3.2449 3.2956 3.3093 3.3265 3.3478 3.3720 3.2526 3.2562 3.3067 3.3202 3.3373 3.3583 3.3822 3.2638 3.2673 3.3176 3.3310 3.3479 3.3687 3.3924 3.2748 3.2783 3.3284 3.3417 3.3584 3.3790 3.4024 3.2857 3.2892 3.3390 3.3523 3.3688 3.3892 3.4124 3.2966 3.3000 3.3494 3.3627 3.3791 3.3993 3.4223 3.3073 3.3107 3.3598 3.3731 3.3893 3.4093 3.4320 3.3178 3.3212 3.3699 3.3833 3.3994 3.4192 3.4417 3.3283 3.3316 3.3800 3.3934 3.4094 3.4290 3.4513 3.3387 3.3420 3.3899 3.4034 3.4192 3.4387 3.4607 3.3489 3.3522 3.3997 3.4132 3.4290 3.4483 3.4701 3.3591 3.3623 3.4094 3.4229 3.4387 3.4578 3.4794 3.3691 3.3723 3.4189 3.4326 3.4483 3.4672 3.4887 3.3791 3.3822 3.4284 3.4421 3.4578 3.4765 3.4978 3.3889 3.3921 3.4378 3.4514 3.4672 3.4858 3.5069 3.3987 3.4018 3.4471 3.4607 3.4765 3.4949 3.5158 3.4083 3.4114 3.4563 3.4699 3.4857 3.5040 3.5247 3.4179 3.4210 3.4654 3.4789 3.4948 3.5130 3.5335 3.4274 3.4304 3.4745 3.4879 3.5038 3.5219 3.5423 3.4368 3.4398 3.4834 3.4967 3.5127 3.5308 3.5509 3.4461 3.4490 3.4923 3.5055 3.5214 3.5395 3.5595 3.4553 3.4582 3.5011 3.5142 3.5301 3.5482 3.5680 3.4644 3.4673 3.5098 3.5228 3.5387 3.5568 3.5765 3.4735 3.4764 3.5185 3.5314 3.5472 3.5653 3.5848 3.4824 3.4853 3.5270 3.5398 3.5557 3.5738 3.5931 3.4913 3.4942 3.5356 3.5482 3.5640 3.5821 3.6014 3.5001 3.5029 3.5440 3.5566 3.5723 3.5904 3.6095 3.5089 3.5116 3.5523 3.5648 3.5805 3.5985 3.6176 3.5175 3.5203 3.5606 3.5730 3.5886 3.6066 3.6257 3.5261 3.5288 3.5689 3.5811 3.5966 3.6147 3.6337 3.5346 3.5373 3.5770 3.5892 3.6045 3.6226 3.6416 3.5430 3.5457 3.5851 3.5972 3.6124 3.6305 3.6494 3.5514 3.5541 3.5931 3.6051 3.6202 3.6382 3.6572 3.5597 3.5624 3.6011 3.6130 3.6280 3.6460 3.6649 3.5679 3.5706 3.6090 3.6208 3.6357 3.6536 3.6725 3.5761 3.5787 3.6168 3.6285 3.6433 3.6612 3.6801 3.5842 3.5868 3.6246 3.6362 3.6509 3.6687 3.6876 3.5922 3.5948 3.6323 3.6438 3.6584 3.6762 3.6950 3.6002 3.6027 3.6400 3.6514 3.6658 3.6835 3.7024 3.6081 3.6106 3.6476 3.6589 3.6732 3.6909 3.7097 3.6159 3.6185 3.6551 3.6664 3.6806 3.6981 3.7169 3.6237 3.6262 3.6626 3.6738 3.6879 3.7053 3.7241 3.6314 3.6339 3.6700 3.6811 3.6951 3.7125 3.7312 3.6391 3.6416 3.6774 3.6884 3.7023 3.7196 3.7383 3.6467 3.6491 3.6847 3.6956 3.7095 3.7266 3.7453 3.6543 3.6567 3.6920 3.7028 3.7166 3.7336 3.7523 3.6617 3.6641 3.6992 3.7100 3.7236 3.7405 3.7591 3.6692 3.6716 3.7064 3.7171 3.7306 3.7473 3.7660 3.6766 3.6789 3.7135 3.7241 3.7375 3.7542 3.7727 3.6839 3.6862 3.7205 3.7311 3.7444 3.7610 3.7795 3.6912 3.6935 3.7275 3.7380 3.7513 3.7677 3.7861 3.6984 3.7007 3.7345 3.7449 3.7581 3.7744 3.7928 3.7055 3.7078 3.7414 3.7518 3.7648 3.7810 3.7993 3.7127 3.7149 3.7483 3.7586 3.7715 3.7876 3.8059 3.7197 3.7220 3.7551 3.7653 3.7782 3.7942 3.8124 3.7267 3.7290 3.7619 3.7720 3.7848 3.8007 3.8188 3.7337 3.7359 3.7686 3.7787 3.7914 3.8072 3.8252 3.7406 3.7428 3.7753 3.7853 3.7979 3.8136 3.8315 3.7475 3.7497 3.7819 3.7919 3.8044 3.8200 3.8378 3.7543 3.7565 3.7885 3.7984 3.8109 3.8264 3.8440 3.7611 3.7633 3.7951 3.8049 3.8173 3.8327 3.8502 3.7678 3.7700 3.8016 3.8113 3.8237 3.8389 3.8564 3.7745 3.7767 3.8081 3.8177 3.8300 3.8452 3.8625 3.7812 3.7833 3.8145 3.8241 3.8363 3.8514 3.8686 3.7878 3.7899 3.8209 3.8304 3.8425 3.8575 3.8747 3.7943 3.7964 3.8272 3.8367 3.8487 3.8636 3.8807 3.8008 3.8029 3.8335 3.8430 3.8549 3.8697 3.8866 3.8073 3.8094 3.8398 3.8492 3.8610 3.8758 3.8926 3.8138 3.8158 3.8460 3.8553 3.8671 3.8818 3.8985 3.8201 3.8222 3.8522 3.8615 3.8732 3.8877 3.9044 3.8265 3.8285 3.8583 3.8676 3.8792 3.8937 3.9102 3.8328 3.8348 3.8645 3.8736 3.8852 3.8996 3.9160 3.8391 3.8411 3.8705 3.8796 3.8911 3.9055 3.9218 3.8453 3.8473 3.8766 3.8856 3.8971 3.9113 3.9275 3.8515 3.8535 3.8826 3.8916 3.9029 3.9171 3.9332 3.8576 3.8596 3.8885 3.8975 3.9088 3.9228 3.9389 3.8638 3.8657 3.8945 3.9033 3.9146 3.9286 3.9445 3.8698 3.8718 3.9004 3.9092 3.9204 3.9343 3.9502 3.8759 3.8778 3.9062 3.9150 3.9261 3.9399 3.9557 3.8819 3.8838 3.9120 3.9208 3.9318 3.9456 3.9613 3.8879 3.8898 3.9178 3.9265 3.9375 3.9512 3.9668 3.8938 3.8957 3.9236 3.9322 3.9432 3.9568 3.9723 3.8997 3.9016 3.9293 3.9379 3.9488 3.9623 3.9777 3.9056 3.9074 3.9350 3.9436 3.9544 3.9678 3.9832 3.9114 3.9132 3.9407 3.9492 3.9599 3.9733 3.9886 3.9172 3.9190 3.9463 3.9548 3.9654 3.9787 3.9939 3.9229 3.9248 3.9519 3.9603 3.9709 3.9842 3.9993 3.9287 3.9305 3.9575 3.9658 3.9764 3.9896 4.0046 3.9344 3.9362 3.9630 3.9713 3.9818 3.9949 4.0099 3.9400 3.9418 3.9685 3.9768 3.9872 4.0002 4.0151 3.9457 3.9475 3.9740 3.9822 3.9926 4.0056 4.0203 3.9513 3.9531 3.9794 3.9876 3.9980 4.0108 4.0255 3.9568 3.9586 3.9849 3.9930 4.0033 4.0161 4.0307 3.9624 3.9642 3.9902 3.9983 4.0086 4.0213 4.0359 3.9679 3.9697 3.9956 4.0036 4.0138 4.0265 4.0410 3.9734 3.9751 4.0009 4.0089 4.0191 4.0317 4.0461 3.9788 3.9806 4.0062 4.0142 4.0243 4.0368 4.0512 3.9842 3.9860 4.0115 4.0194 4.0295 4.0419 4.0562 3.9896 3.9914 4.0168 4.0246 4.0346 4.0470 4.0612 3.9950 3.9967 4.0220 4.0298 4.0397 4.0521 4.0662 4.0003 4.0020 4.0272 4.0350 4.0448 4.0571 4.0712 4.0056 4.0073 4.0323 4.0401 4.0499 4.0621 4.0761 4.0109 4.0126 4.0375 4.0452 4.0550 4.0671 4.0810 4.0162 4.0178 4.0426 4.0503 4.0600 4.0721 4.0859 4.0214 4.0230 4.0477 4.0553 4.0650 4.0770 4.0908 4.0266 4.0282 4.0527 4.0603 4.0700 4.0819 4.0957 4.0317 4.0334 4.0578 4.0653 4.0749 4.0868 4.1005 4.0369 4.0385 4.0628 4.0703 4.0798 4.0917 4.1053 4.0420 4.0436 4.0678 4.0752 4.0847 4.0965 4.1101 4.0471 4.0487 4.0727 4.0802 4.0896 4.1014 4.1148 4.0521 4.0538 4.0777 4.0851 4.0945 4.1062 4.1195 4.0572 4.0588 4.0826 4.0899 4.0993 4.1109 4.1243 4.0622 4.0638 4.0875 4.0948 4.1041 4.1157 4.1289 4.0672 4.0688 4.0923 4.0996 4.1089 4.1204 4.1336 4.0721 4.0737 4.0972 4.1044 4.1136 4.1251 4.1383 4.0771 4.0787 4.1020 4.1092 4.1184 4.1298 4.1429 4.0820 4.0836 4.1068 4.1140 4.1231 4.1345 4.1475 4.0869 4.0884 4.1115 4.1187 4.1278 4.1391 4.1521 4.0917 4.0933 4.1163 4.1234 4.1325 4.1437 4.1566 4.0966 4.0981 4.1210 4.1281 4.1371 4.1483 4.1612 4.1014 4.1030 4.1257 4.1328 4.1417 4.1529 4.1657 4.1062 4.1077 4.1304 4.1374 4.1463 4.1575 4.1702 4.1110 4.1125 4.1351 4.1420 4.1509 4.1620 4.1747 4.1157 4.1173 4.1397 4.1467 4.1555 4.1665 4.1791 4.1205 4.1220 4.1443 4.1512 4.1600 4.1710 4.1836 4.1252 4.1267 4.1489 4.1558 4.1646 4.1755 4.1880 4.1298 4.1313 4.1535 4.1603 4.1691 4.1799 4.1924 4.1345 4.1360 4.1580 4.1649 4.1735 4.1844 4.1968 4.1391 4.1406 4.1626 4.1694 4.1780 4.1888 4.2011 4.1438 4.1452 4.1671 4.1738 4.1825 4.1932 4.2055 4.1484 4.1498 4.1716 4.1783 4.1869 4.1976 4.2098 4.1529 4.1544 4.1760 4.1828 4.1913 4.2019 4.2141 4.1575 4.1590 4.1805 4.1872 4.1957 4.2062 4.2184 4.1620 4.1635 4.1849 4.1916 4.2000 4.2106 4.2226 4.1665 4.1680 4.1893 4.1960 4.2044 4.2149 4.2269 4.1710 4.1725 4.1937 4.2003 4.2087 4.2192 4.2311 4.1755 4.1769 4.1981 4.2047 4.2130 4.2234 4.2353 4.1800 4.1814 4.2025 4.2090 4.2173 4.2277 4.2395 4.1844 4.1858 4.2068 4.2133 4.2216 4.2319 4.2437 4.1888 4.1902 4.2111 4.2176 4.2258 4.2361 4.2479 4.1932 4.1946 4.2154 4.2219 4.2301 4.2403 4.2520 4.1976 4.1990 4.2197 4.2261 4.2343 4.2445 4.2561 4.2019 4.2033 4.2239 4.2304 4.2385 4.2486 4.2603 4.2063 4.2077 4.2282 4.2346 4.2427 4.2528 4.2644 4.2106 4.2120 4.2324 4.2388 4.2468 4.2569 4.2684 4.2149 4.2163 4.2366 4.2429 4.2510 4.2610 4.2725 4.2192 4.2206 4.2408 4.2471 4.2551 4.2651 4.2765 4.2234 4.2248 4.2450 4.2513 4.2592 4.2692 4.2806 4.2277 4.2291 4.2491 4.2554 4.2633 4.2732 4.2846 4.2319 4.2333 4.2533 4.2595 4.2674 4.2773 4.2886 4.2361 4.2375 4.2574 4.2636 4.2715 4.2813 4.2925 4.2403 4.2417 4.2615 4.2677 4.2755 4.2853 4.2965 4.2445 4.2458 4.2656 4.2717 4.2796 4.2893 4.3005 4.2487 4.2500 4.2697 4.2758 4.2836 4.2933 4.3044 4.2528 4.2541 4.2737 4.2798 4.2876 4.2972 4.3083 4.2569 4.2582 4.2778 4.2838 4.2916 4.3012 4.3122 4.2610 4.2623 4.2818 4.2878 4.2955 4.3051 4.3161 4.2651 4.2664 4.2858 4.2918 4.2995 4.3090 4.3200 4.2692 4.2705 4.2898 4.2958 4.3034 4.3129 4.3238 4.2732 4.2745 4.2938 4.2997 4.3073 4.3168 4.3277 4.2773 4.2786 Columns 36 through 42 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9983 -3.9883 -3.9257 -3.6947 -3.1652 -2.3686 -3.7960 -3.3909 -2.7221 -1.9602 -1.3094 -0.8279 -0.4642 -1.5842 -1.1883 -0.8684 -0.5928 -0.3451 -0.1167 0.0976 -0.6068 -0.4295 -0.2548 -0.0825 0.0879 0.2567 0.4239 -0.1488 -0.0239 0.1054 0.2383 0.3747 0.5141 0.6560 0.1575 0.2567 0.3624 0.4736 0.5900 0.7113 0.8368 0.3905 0.4718 0.5627 0.6597 0.7627 0.8713 0.9852 0.5790 0.6471 0.7269 0.8138 0.9070 1.0062 1.1112 0.7374 0.7959 0.8662 0.9455 1.0311 1.1229 1.2208 0.8740 0.9254 0.9875 1.0604 1.1399 1.2258 1.3178 0.9941 1.0399 1.0956 1.1624 1.2370 1.3179 1.4050 1.1013 1.1426 1.1931 1.2541 1.3245 1.4013 1.4842 1.1981 1.2357 1.2818 1.3380 1.4044 1.4774 1.5567 1.2863 1.3208 1.3633 1.4152 1.4777 1.5476 1.6236 1.3674 1.3993 1.4387 1.4870 1.5455 1.6126 1.6858 1.4424 1.4720 1.5087 1.5539 1.6088 1.6732 1.7438 1.5121 1.5398 1.5742 1.6165 1.6683 1.7300 1.7983 1.5773 1.6032 1.6356 1.6755 1.7244 1.7834 1.8496 1.6385 1.6629 1.6934 1.7312 1.7776 1.8339 1.8981 1.6961 1.7192 1.7481 1.7839 1.8280 1.8817 1.9441 1.7506 1.7725 1.8000 1.8340 1.8760 1.9273 1.9878 1.8023 1.8231 1.8492 1.8817 1.9218 1.9709 2.0295 1.8515 1.8713 1.8962 1.9272 1.9656 2.0126 2.0694 1.8983 1.9173 1.9411 1.9707 2.0075 2.0527 2.1076 1.9430 1.9612 1.9840 2.0125 2.0478 2.0912 2.1442 1.9859 2.0033 2.0251 2.0525 2.0865 2.1283 2.1794 2.0269 2.0436 2.0647 2.0910 2.1237 2.1641 2.2135 2.0664 2.0825 2.1027 2.1280 2.1596 2.1986 2.2464 2.1043 2.1198 2.1393 2.1638 2.1943 2.2320 2.2782 2.1409 2.1558 2.1747 2.1983 2.2278 2.2643 2.3091 2.1762 2.1906 2.2088 2.2316 2.2602 2.2956 2.3391 2.2102 2.2242 2.2418 2.2639 2.2916 2.3259 2.3681 2.2432 2.2567 2.2737 2.2952 2.3220 2.3553 2.3964 2.2751 2.2882 2.3047 2.3255 2.3515 2.3839 2.4238 2.3060 2.3187 2.3347 2.3549 2.3802 2.4117 2.4506 2.3360 2.3483 2.3639 2.3835 2.4081 2.4387 2.4766 2.3651 2.3770 2.3922 2.4113 2.4352 2.4651 2.5020 2.3934 2.4050 2.4197 2.4383 2.4616 2.4907 2.5267 2.4209 2.4322 2.4465 2.4646 2.4874 2.5157 2.5509 2.4476 2.4587 2.4726 2.4903 2.5124 2.5401 2.5744 2.4737 2.4845 2.4981 2.5153 2.5369 2.5639 2.5975 2.4991 2.5096 2.5229 2.5397 2.5608 2.5872 2.6200 2.5239 2.5341 2.5471 2.5635 2.5841 2.6099 2.6420 2.5481 2.5581 2.5707 2.5867 2.6069 2.6321 2.6635 2.5717 2.5814 2.5938 2.6095 2.6292 2.6539 2.6846 2.5948 2.6043 2.6164 2.6317 2.6510 2.6752 2.7053 2.6173 2.6266 2.6385 2.6534 2.6723 2.6960 2.7255 2.6393 2.6485 2.6601 2.6747 2.6932 2.7164 2.7453 2.6609 2.6698 2.6812 2.6955 2.7137 2.7364 2.7647 2.6820 2.6908 2.7019 2.7160 2.7337 2.7560 2.7838 2.7027 2.7113 2.7222 2.7360 2.7534 2.7752 2.8025 2.7230 2.7314 2.7420 2.7556 2.7726 2.7941 2.8209 2.7428 2.7511 2.7615 2.7748 2.7915 2.8126 2.8389 2.7623 2.7704 2.7806 2.7937 2.8101 2.8308 2.8566 2.7814 2.7893 2.7994 2.8122 2.8283 2.8486 2.8740 2.8002 2.8079 2.8178 2.8304 2.8462 2.8662 2.8912 2.8185 2.8262 2.8359 2.8482 2.8638 2.8834 2.9080 2.8366 2.8441 2.8537 2.8658 2.8811 2.9004 2.9245 2.8544 2.8617 2.8711 2.8830 2.8981 2.9170 2.9408 2.8718 2.8790 2.8882 2.9000 2.9148 2.9334 2.9568 2.8889 2.8960 2.9051 2.9166 2.9312 2.9495 2.9726 2.9058 2.9128 2.9217 2.9330 2.9473 2.9654 2.9881 2.9223 2.9292 2.9380 2.9491 2.9632 2.9810 3.0034 2.9386 2.9454 2.9540 2.9650 2.9789 2.9964 3.0184 2.9547 2.9613 2.9698 2.9806 2.9943 3.0116 3.0332 2.9705 2.9770 2.9854 2.9960 3.0095 3.0265 3.0478 2.9860 2.9925 3.0007 3.0112 3.0244 3.0412 3.0622 3.0013 3.0077 3.0158 3.0261 3.0392 3.0557 3.0764 3.0164 3.0226 3.0306 3.0408 3.0537 3.0700 3.0904 3.0312 3.0374 3.0453 3.0553 3.0680 3.0840 3.1042 3.0396 3.0457 3.0535 3.0635 3.0761 3.0920 3.1120 3.0458 3.0519 3.0597 3.0696 3.0821 3.0979 3.1178 3.0603 3.0663 3.0739 3.0837 3.0960 3.1116 3.1312 3.0745 3.0804 3.0879 3.0975 3.1097 3.1251 3.1445 3.0885 3.0943 3.1018 3.1112 3.1233 3.1385 3.1576 3.1023 3.1081 3.1154 3.1248 3.1366 3.1516 3.1705 3.1159 3.1216 3.1289 3.1381 3.1498 3.1646 3.1832 3.1293 3.1350 3.1421 3.1512 3.1628 3.1774 3.1958 3.1424 3.1482 3.1552 3.1642 3.1756 3.1901 3.2082 3.1551 3.1611 3.1682 3.1770 3.1883 3.2026 3.2205 3.1676 3.1737 3.1809 3.1897 3.2008 3.2149 3.2326 3.1798 3.1861 3.1935 3.2022 3.2132 3.2271 3.2446 3.1918 3.1982 3.2058 3.2145 3.2254 3.2391 3.2565 3.2037 3.2102 3.2178 3.2267 3.2375 3.2510 3.2682 3.2154 3.2219 3.2296 3.2387 3.2494 3.2628 3.2797 3.2270 3.2334 3.2413 3.2504 3.2612 3.2744 3.2911 3.2385 3.2448 3.2527 3.2620 3.2728 3.2859 3.3024 3.2498 3.2560 3.2640 3.2734 3.2843 3.2973 3.3136 3.2610 3.2672 3.2750 3.2845 3.2955 3.3085 3.3247 3.2721 3.2782 3.2860 3.2955 3.3066 3.3196 3.3356 3.2830 3.2891 3.2968 3.3063 3.3176 3.3306 3.3464 3.2939 3.2998 3.3075 3.3170 3.3284 3.3415 3.3571 3.3046 3.3105 3.3180 3.3276 3.3390 3.3522 3.3677 3.3152 3.3211 3.3285 3.3380 3.3494 3.3627 3.3782 3.3257 3.3315 3.3389 3.3483 3.3598 3.3731 3.3885 3.3361 3.3418 3.3491 3.3584 3.3699 3.3833 3.3988 3.3464 3.3520 3.3593 3.3685 3.3800 3.3934 3.4090 3.3566 3.3622 3.3693 3.3784 3.3899 3.4034 3.4190 3.3666 3.3722 3.3793 3.3883 3.3997 3.4132 3.4289 3.3766 3.3821 3.3891 3.3980 3.4094 3.4229 3.4386 3.3865 3.3919 3.3989 3.4077 3.4189 3.4326 3.4483 3.3963 3.4016 3.4085 3.4173 3.4284 3.4421 3.4578 3.4059 3.4113 3.4181 3.4268 3.4378 3.4514 3.4672 3.4155 3.4208 3.4276 3.4362 3.4471 3.4607 3.4765 3.4250 3.4303 3.4370 3.4455 3.4563 3.4699 3.4857 3.4344 3.4396 3.4463 3.4547 3.4654 3.4789 3.4948 3.4438 3.4489 3.4555 3.4638 3.4745 3.4879 3.5038 3.4530 3.4581 3.4646 3.4729 3.4834 3.4967 3.5126 3.4622 3.4672 3.4737 3.4819 3.4923 3.5055 3.5214 3.4712 3.4762 3.4826 3.4908 3.5011 3.5142 3.5301 3.4802 3.4852 3.4915 3.4996 3.5098 3.5228 3.5387 3.4891 3.4940 3.5003 3.5083 3.5185 3.5314 3.5472 3.4979 3.5028 3.5090 3.5170 3.5270 3.5398 3.5557 3.5067 3.5115 3.5177 3.5256 3.5356 3.5482 3.5640 3.5154 3.5202 3.5263 3.5341 3.5440 3.5566 3.5723 3.5240 3.5287 3.5348 3.5425 3.5523 3.5648 3.5805 3.5325 3.5372 3.5432 3.5509 3.5606 3.5730 3.5886 3.5410 3.5456 3.5516 3.5592 3.5689 3.5811 3.5966 3.5493 3.5540 3.5599 3.5674 3.5770 3.5892 3.6045 3.5577 3.5623 3.5681 3.5756 3.5851 3.5972 3.6124 3.5659 3.5705 3.5763 3.5837 3.5931 3.6051 3.6202 3.5741 3.5786 3.5844 3.5917 3.6011 3.6130 3.6280 3.5822 3.5867 3.5924 3.5997 3.6090 3.6208 3.6357 3.5902 3.5947 3.6004 3.6076 3.6168 3.6285 3.6433 3.5982 3.6026 3.6083 3.6155 3.6246 3.6362 3.6509 3.6061 3.6105 3.6161 3.6232 3.6323 3.6438 3.6584 3.6140 3.6183 3.6239 3.6310 3.6400 3.6514 3.6658 3.6218 3.6261 3.6316 3.6386 3.6476 3.6589 3.6732 3.6295 3.6338 3.6393 3.6462 3.6551 3.6664 3.6806 3.6372 3.6415 3.6469 3.6538 3.6626 3.6738 3.6879 3.6448 3.6490 3.6544 3.6613 3.6700 3.6811 3.6951 3.6524 3.6566 3.6619 3.6687 3.6774 3.6884 3.7023 3.6599 3.6640 3.6693 3.6761 3.6847 3.6956 3.7095 3.6673 3.6715 3.6767 3.6834 3.6920 3.7028 3.7166 3.6747 3.6788 3.6840 3.6907 3.6992 3.7100 3.7236 3.6821 3.6861 3.6913 3.6979 3.7064 3.7171 3.7306 3.6894 3.6934 3.6985 3.7051 3.7135 3.7241 3.7375 3.6966 3.7006 3.7057 3.7122 3.7205 3.7311 3.7444 3.7038 3.7077 3.7128 3.7193 3.7275 3.7380 3.7513 3.7109 3.7148 3.7199 3.7263 3.7345 3.7449 3.7581 3.7180 3.7219 3.7269 3.7333 3.7414 3.7518 3.7648 3.7250 3.7289 3.7339 3.7402 3.7483 3.7586 3.7715 3.7320 3.7359 3.7408 3.7471 3.7551 3.7653 3.7782 3.7389 3.7428 3.7477 3.7539 3.7619 3.7720 3.7848 3.7458 3.7496 3.7545 3.7607 3.7686 3.7787 3.7914 3.7526 3.7564 3.7613 3.7674 3.7753 3.7853 3.7979 3.7594 3.7632 3.7680 3.7741 3.7819 3.7919 3.8044 3.7662 3.7699 3.7747 3.7808 3.7885 3.7984 3.8109 3.7729 3.7766 3.7813 3.7874 3.7951 3.8049 3.8173 3.7795 3.7832 3.7879 3.7939 3.8016 3.8113 3.8237 3.7861 3.7898 3.7945 3.8004 3.8081 3.8177 3.8300 3.7927 3.7963 3.8010 3.8069 3.8145 3.8241 3.8363 3.7992 3.8028 3.8075 3.8134 3.8209 3.8304 3.8425 3.8057 3.8093 3.8139 3.8197 3.8272 3.8367 3.8487 3.8122 3.8157 3.8203 3.8261 3.8335 3.8430 3.8549 3.8186 3.8221 3.8266 3.8324 3.8398 3.8492 3.8610 3.8249 3.8284 3.8329 3.8387 3.8460 3.8553 3.8671 3.8312 3.8347 3.8392 3.8449 3.8522 3.8615 3.8732 3.8375 3.8410 3.8454 3.8511 3.8583 3.8676 3.8792 3.8438 3.8472 3.8516 3.8573 3.8645 3.8736 3.8852 3.8500 3.8534 3.8578 3.8634 3.8705 3.8796 3.8911 3.8561 3.8595 3.8639 3.8695 3.8766 3.8856 3.8971 3.8622 3.8656 3.8700 3.8755 3.8826 3.8916 3.9029 3.8683 3.8717 3.8760 3.8815 3.8885 3.8975 3.9088 3.8744 3.8777 3.8820 3.8875 3.8945 3.9033 3.9146 3.8804 3.8837 3.8880 3.8934 3.9004 3.9092 3.9204 3.8864 3.8897 3.8939 3.8993 3.9062 3.9150 3.9261 3.8923 3.8956 3.8998 3.9052 3.9120 3.9208 3.9318 3.8982 3.9015 3.9057 3.9110 3.9178 3.9265 3.9375 3.9041 3.9074 3.9115 3.9168 3.9236 3.9322 3.9432 3.9099 3.9132 3.9173 3.9226 3.9293 3.9379 3.9488 3.9157 3.9190 3.9231 3.9283 3.9350 3.9436 3.9544 3.9215 3.9247 3.9288 3.9340 3.9407 3.9492 3.9599 3.9273 3.9304 3.9345 3.9397 3.9463 3.9548 3.9654 3.9330 3.9361 3.9402 3.9453 3.9519 3.9603 3.9709 3.9386 3.9418 3.9458 3.9509 3.9575 3.9658 3.9764 3.9443 3.9474 3.9514 3.9565 3.9630 3.9713 3.9818 3.9499 3.9530 3.9570 3.9620 3.9685 3.9768 3.9872 3.9555 3.9586 3.9625 3.9676 3.9740 3.9822 3.9926 3.9610 3.9641 3.9680 3.9730 3.9794 3.9876 3.9980 3.9665 3.9696 3.9735 3.9785 3.9849 3.9930 4.0033 3.9720 3.9751 3.9789 3.9839 3.9902 3.9983 4.0086 3.9775 3.9805 3.9844 3.9893 3.9956 4.0036 4.0138 3.9829 3.9859 3.9897 3.9947 4.0009 4.0089 4.0191 3.9883 3.9913 3.9951 4.0000 4.0062 4.0142 4.0243 3.9937 3.9966 4.0004 4.0053 4.0115 4.0194 4.0295 3.9990 4.0020 4.0057 4.0106 4.0168 4.0246 4.0346 4.0043 4.0073 4.0110 4.0158 4.0220 4.0298 4.0397 4.0096 4.0125 4.0163 4.0211 4.0272 4.0350 4.0448 4.0149 4.0178 4.0215 4.0263 4.0323 4.0401 4.0499 4.0201 4.0230 4.0267 4.0314 4.0375 4.0452 4.0550 4.0253 4.0282 4.0319 4.0366 4.0426 4.0503 4.0600 4.0305 4.0333 4.0370 4.0417 4.0477 4.0553 4.0650 4.0356 4.0385 4.0421 4.0468 4.0527 4.0603 4.0700 4.0407 4.0436 4.0472 4.0518 4.0578 4.0653 4.0749 4.0458 4.0486 4.0523 4.0569 4.0628 4.0703 4.0798 4.0509 4.0537 4.0573 4.0619 4.0678 4.0752 4.0847 4.0559 4.0587 4.0623 4.0669 4.0727 4.0802 4.0896 4.0610 4.0637 4.0673 4.0718 4.0777 4.0851 4.0945 4.0659 4.0687 4.0723 4.0768 4.0826 4.0899 4.0993 4.0709 4.0737 4.0772 4.0817 4.0875 4.0948 4.1041 4.0759 4.0786 4.0821 4.0866 4.0923 4.0996 4.1089 4.0808 4.0835 4.0870 4.0915 4.0972 4.1044 4.1136 4.0857 4.0884 4.0919 4.0963 4.1020 4.1092 4.1184 4.0905 4.0932 4.0967 4.1011 4.1068 4.1140 4.1231 4.0954 4.0981 4.1015 4.1059 4.1115 4.1187 4.1278 4.1002 4.1029 4.1063 4.1107 4.1163 4.1234 4.1325 4.1050 4.1077 4.1111 4.1154 4.1210 4.1281 4.1371 4.1098 4.1124 4.1158 4.1202 4.1257 4.1328 4.1417 4.1146 4.1172 4.1206 4.1249 4.1304 4.1374 4.1463 4.1193 4.1219 4.1253 4.1296 4.1351 4.1420 4.1509 4.1240 4.1266 4.1300 4.1342 4.1397 4.1467 4.1555 4.1287 4.1313 4.1346 4.1389 4.1443 4.1512 4.1600 4.1334 4.1359 4.1393 4.1435 4.1489 4.1558 4.1646 4.1380 4.1406 4.1439 4.1481 4.1535 4.1603 4.1691 4.1426 4.1452 4.1485 4.1527 4.1580 4.1649 4.1735 4.1472 4.1498 4.1530 4.1572 4.1626 4.1694 4.1780 4.1518 4.1543 4.1576 4.1618 4.1671 4.1738 4.1825 4.1564 4.1589 4.1621 4.1663 4.1716 4.1783 4.1869 4.1609 4.1634 4.1666 4.1708 4.1760 4.1828 4.1913 4.1654 4.1679 4.1711 4.1752 4.1805 4.1872 4.1957 4.1699 4.1724 4.1756 4.1797 4.1849 4.1916 4.2000 4.1744 4.1769 4.1801 4.1841 4.1893 4.1960 4.2044 4.1789 4.1813 4.1845 4.1886 4.1937 4.2003 4.2087 4.1833 4.1858 4.1889 4.1929 4.1981 4.2047 4.2130 4.1877 4.1902 4.1933 4.1973 4.2025 4.2090 4.2173 4.1921 4.1946 4.1977 4.2017 4.2068 4.2133 4.2216 4.1965 4.1989 4.2020 4.2060 4.2111 4.2176 4.2258 4.2009 4.2033 4.2064 4.2103 4.2154 4.2219 4.2301 4.2052 4.2076 4.2107 4.2146 4.2197 4.2261 4.2343 4.2095 4.2119 4.2150 4.2189 4.2239 4.2304 4.2385 4.2138 4.2162 4.2193 4.2232 4.2282 4.2346 4.2427 4.2181 4.2205 4.2235 4.2274 4.2324 4.2388 4.2468 4.2224 4.2248 4.2278 4.2317 4.2366 4.2429 4.2510 4.2266 4.2290 4.2320 4.2359 4.2408 4.2471 4.2551 4.2309 4.2332 4.2362 4.2401 4.2450 4.2513 4.2592 4.2351 4.2374 4.2404 4.2443 4.2491 4.2554 4.2633 4.2393 4.2416 4.2446 4.2484 4.2533 4.2595 4.2674 4.2435 4.2458 4.2488 4.2526 4.2574 4.2636 4.2715 4.2476 4.2499 4.2529 4.2567 4.2615 4.2677 4.2755 4.2518 4.2541 4.2570 4.2608 4.2656 4.2717 4.2796 4.2559 4.2582 4.2611 4.2649 4.2697 4.2758 4.2836 4.2600 4.2623 4.2652 4.2689 4.2737 4.2798 4.2876 4.2641 4.2664 4.2693 4.2730 4.2778 4.2838 4.2916 4.2682 4.2704 4.2733 4.2770 4.2818 4.2878 4.2955 4.2722 4.2745 4.2774 4.2811 4.2858 4.2918 4.2995 4.2763 4.2785 4.2814 4.2851 4.2898 4.2958 4.3034 4.2803 4.2826 4.2854 4.2891 4.2938 4.2997 4.3073 Columns 43 through 49 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -1.5397 -0.9023 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -0.1671 0.0794 -3.9992 -3.9992 -3.9991 -3.9969 -3.9727 0.2994 0.4813 -3.9923 -3.9466 -3.7609 -3.3057 -2.5883 0.5881 0.7407 -3.1114 -2.4514 -1.8103 -1.2911 -0.9018 0.7986 0.9335 -1.0472 -0.8764 -0.6830 -0.4800 -0.2830 0.9648 1.0874 -0.4083 -0.3122 -0.1960 -0.0635 0.0790 1.1025 1.2158 -0.0239 0.0433 0.1269 0.2253 0.3380 1.2202 1.3262 0.2527 0.3044 0.3697 0.4481 0.5402 1.3231 1.4231 0.4689 0.5110 0.5646 0.6298 0.7075 1.4146 1.5096 0.6465 0.6819 0.7275 0.7833 0.8505 1.4970 1.5877 0.7972 0.8279 0.8675 0.9163 0.9755 1.5721 1.6590 0.9282 0.9551 0.9901 1.0335 1.0865 1.6410 1.7247 1.0439 1.0680 1.0994 1.1384 1.1863 1.7048 1.7855 1.1477 1.1694 1.1978 1.2333 1.2770 1.7641 1.8422 1.2416 1.2615 1.2874 1.3200 1.3601 1.8196 1.8953 1.3275 1.3457 1.3697 1.3997 1.4369 1.8717 1.9452 1.4066 1.4235 1.4456 1.4735 1.5081 1.9209 1.9924 1.4799 1.4956 1.5162 1.5422 1.5746 1.9674 2.0371 1.5481 1.5628 1.5822 1.6066 1.6370 2.0116 2.0795 1.6121 1.6258 1.6440 1.6670 1.6957 2.0537 2.1200 1.6721 1.6851 1.7023 1.7239 1.7511 2.0938 2.1587 1.7288 1.7411 1.7573 1.7778 1.8036 2.1322 2.1957 1.7824 1.7941 1.8095 1.8290 1.8535 2.1690 2.2311 1.8333 1.8444 1.8590 1.8776 1.9010 2.2043 2.2652 1.8817 1.8923 1.9063 1.9240 1.9463 2.2383 2.2980 1.9279 1.9380 1.9514 1.9683 1.9897 2.2710 2.3297 1.9721 1.9817 1.9945 2.0108 2.0313 2.3026 2.3602 2.0144 2.0236 2.0359 2.0515 2.0712 2.3331 2.3897 2.0549 2.0638 2.0756 2.0906 2.1096 2.3626 2.4182 2.0939 2.1025 2.1138 2.1283 2.1465 2.3912 2.4459 2.1314 2.1397 2.1506 2.1646 2.1822 2.4188 2.4727 2.1676 2.1756 2.1861 2.1996 2.2166 2.4457 2.4987 2.2025 2.2102 2.2204 2.2334 2.2499 2.4719 2.5240 2.2362 2.2437 2.2535 2.2661 2.2821 2.4974 2.5486 2.2688 2.2760 2.2856 2.2978 2.3133 2.5223 2.5725 2.3004 2.3074 2.3167 2.3285 2.3435 2.5465 2.5958 2.3311 2.3378 2.3468 2.3583 2.3729 2.5702 2.6186 2.3608 2.3674 2.3761 2.3872 2.4014 2.5934 2.6407 2.3896 2.3960 2.4045 2.4154 2.4291 2.6160 2.6623 2.4177 2.4239 2.4322 2.4427 2.4561 2.6381 2.6835 2.4450 2.4510 2.4591 2.4693 2.4824 2.6597 2.7041 2.4715 2.4774 2.4852 2.4953 2.5080 2.6809 2.7244 2.4974 2.5031 2.5108 2.5205 2.5329 2.7016 2.7443 2.5226 2.5282 2.5357 2.5452 2.5573 2.7219 2.7637 2.5472 2.5527 2.5599 2.5692 2.5811 2.7419 2.7829 2.5712 2.5766 2.5837 2.5927 2.6043 2.7614 2.8016 2.5947 2.5999 2.6068 2.6157 2.6270 2.7805 2.8200 2.6176 2.6227 2.6294 2.6381 2.6492 2.7993 2.8381 2.6400 2.6450 2.6516 2.6601 2.6709 2.8177 2.8558 2.6619 2.6668 2.6732 2.6816 2.6921 2.8358 2.8732 2.6833 2.6881 2.6944 2.7026 2.7129 2.8536 2.8904 2.7043 2.7090 2.7152 2.7232 2.7333 2.8711 2.9072 2.7249 2.7294 2.7355 2.7433 2.7533 2.8882 2.9238 2.7450 2.7495 2.7555 2.7631 2.7729 2.9051 2.9401 2.7647 2.7691 2.7750 2.7825 2.7921 2.9217 2.9561 2.7841 2.7884 2.7942 2.8015 2.8109 2.9380 2.9719 2.8031 2.8073 2.8130 2.8202 2.8294 2.9541 2.9874 2.8217 2.8259 2.8314 2.8385 2.8476 2.9699 3.0027 2.8400 2.8441 2.8495 2.8565 2.8654 2.9854 3.0178 2.8580 2.8620 2.8673 2.8742 2.8829 3.0008 3.0326 2.8756 2.8796 2.8848 2.8916 2.9001 3.0159 3.0472 2.8930 2.8969 2.9020 2.9086 2.9171 3.0307 3.0616 2.9100 2.9138 2.9189 2.9254 2.9337 3.0454 3.0758 2.9268 2.9305 2.9355 2.9419 2.9501 3.0598 3.0898 2.9433 2.9470 2.9519 2.9582 2.9662 3.0740 3.1036 2.9595 2.9631 2.9680 2.9742 2.9821 3.0881 3.1173 2.9755 2.9790 2.9838 2.9899 2.9977 3.1019 3.1307 2.9912 2.9947 2.9994 3.0054 3.0130 3.1155 3.1440 3.0066 3.0101 3.0147 3.0206 3.0282 3.1290 3.1571 3.0219 3.0253 3.0298 3.0357 3.0431 3.1366 3.1645 3.0305 3.0338 3.0384 3.0441 3.0515 3.1423 3.1700 3.0369 3.0402 3.0447 3.0505 3.0578 3.1554 3.1827 3.0517 3.0550 3.0594 3.0650 3.0723 3.1683 3.1953 3.0662 3.0695 3.0738 3.0794 3.0865 3.1811 3.2078 3.0805 3.0838 3.0881 3.0936 3.1006 3.1937 3.2200 3.0943 3.0978 3.1021 3.1076 3.1145 3.2062 3.2322 3.1076 3.1114 3.1159 3.1213 3.1282 3.2185 3.2442 3.1207 3.1245 3.1293 3.1349 3.1417 3.2306 3.2560 3.1334 3.1374 3.1423 3.1482 3.1550 3.2426 3.2677 3.1460 3.1500 3.1551 3.1611 3.1681 3.2545 3.2793 3.1584 3.1624 3.1676 3.1737 3.1809 3.2662 3.2907 3.1707 3.1746 3.1798 3.1861 3.1935 3.2778 3.3020 3.1828 3.1867 3.1918 3.1982 3.2057 3.2893 3.3132 3.1948 3.1986 3.2037 3.2102 3.2178 3.3006 3.3243 3.2066 3.2104 3.2154 3.2219 3.2296 3.3118 3.3352 3.2183 3.2220 3.2270 3.2334 3.2413 3.3229 3.3460 3.2299 3.2336 3.2385 3.2448 3.2527 3.3338 3.3567 3.2413 3.2449 3.2498 3.2560 3.2640 3.3446 3.3673 3.2526 3.2562 3.2610 3.2672 3.2750 3.3554 3.3778 3.2638 3.2673 3.2721 3.2782 3.2860 3.3660 3.3882 3.2748 3.2783 3.2830 3.2891 3.2968 3.3765 3.3985 3.2857 3.2892 3.2939 3.2998 3.3075 3.3868 3.4086 3.2966 3.3000 3.3046 3.3105 3.3180 3.3971 3.4187 3.3073 3.3107 3.3152 3.3211 3.3285 3.4073 3.4286 3.3178 3.3212 3.3257 3.3315 3.3389 3.4174 3.4385 3.3283 3.3316 3.3361 3.3418 3.3491 3.4273 3.4482 3.3387 3.3420 3.3464 3.3520 3.3593 3.4372 3.4579 3.3489 3.3522 3.3566 3.3622 3.3693 3.4470 3.4675 3.3591 3.3623 3.3666 3.3722 3.3793 3.4567 3.4770 3.3691 3.3723 3.3766 3.3821 3.3891 3.4662 3.4864 3.3791 3.3822 3.3865 3.3919 3.3989 3.4757 3.4957 3.3889 3.3921 3.3963 3.4016 3.4085 3.4851 3.5049 3.3987 3.4018 3.4059 3.4113 3.4181 3.4945 3.5140 3.4083 3.4114 3.4155 3.4208 3.4276 3.5037 3.5231 3.4179 3.4210 3.4250 3.4303 3.4370 3.5128 3.5321 3.4274 3.4304 3.4344 3.4396 3.4463 3.5218 3.5410 3.4368 3.4398 3.4438 3.4489 3.4555 3.5307 3.5498 3.4461 3.4490 3.4530 3.4581 3.4646 3.5395 3.5585 3.4553 3.4582 3.4622 3.4672 3.4737 3.5482 3.5672 3.4644 3.4673 3.4712 3.4762 3.4826 3.5568 3.5758 3.4735 3.4764 3.4802 3.4852 3.4915 3.5653 3.5843 3.4824 3.4853 3.4891 3.4940 3.5003 3.5738 3.5927 3.4913 3.4942 3.4979 3.5028 3.5090 3.5821 3.6011 3.5001 3.5029 3.5067 3.5115 3.5177 3.5904 3.6093 3.5089 3.5116 3.5154 3.5202 3.5263 3.5985 3.6175 3.5175 3.5203 3.5240 3.5287 3.5348 3.6066 3.6256 3.5261 3.5288 3.5325 3.5372 3.5432 3.6146 3.6336 3.5346 3.5373 3.5410 3.5456 3.5516 3.6226 3.6415 3.5430 3.5457 3.5493 3.5540 3.5599 3.6305 3.6494 3.5514 3.5541 3.5577 3.5623 3.5681 3.6382 3.6572 3.5597 3.5624 3.5659 3.5705 3.5763 3.6460 3.6649 3.5679 3.5706 3.5741 3.5786 3.5844 3.6536 3.6725 3.5761 3.5787 3.5822 3.5867 3.5924 3.6612 3.6801 3.5842 3.5868 3.5902 3.5947 3.6004 3.6687 3.6876 3.5922 3.5948 3.5982 3.6026 3.6083 3.6762 3.6950 3.6002 3.6027 3.6061 3.6105 3.6161 3.6835 3.7024 3.6081 3.6106 3.6140 3.6183 3.6239 3.6909 3.7097 3.6159 3.6185 3.6218 3.6261 3.6316 3.6981 3.7169 3.6237 3.6262 3.6295 3.6338 3.6393 3.7053 3.7241 3.6314 3.6339 3.6372 3.6415 3.6469 3.7125 3.7312 3.6391 3.6416 3.6448 3.6490 3.6544 3.7196 3.7383 3.6467 3.6491 3.6524 3.6566 3.6619 3.7266 3.7453 3.6543 3.6567 3.6599 3.6640 3.6693 3.7336 3.7522 3.6617 3.6641 3.6673 3.6715 3.6767 3.7405 3.7591 3.6692 3.6716 3.6747 3.6788 3.6840 3.7473 3.7660 3.6766 3.6789 3.6821 3.6861 3.6913 3.7542 3.7727 3.6839 3.6862 3.6894 3.6934 3.6985 3.7610 3.7795 3.6912 3.6935 3.6966 3.7006 3.7057 3.7677 3.7861 3.6984 3.7007 3.7038 3.7077 3.7128 3.7744 3.7928 3.7055 3.7078 3.7109 3.7148 3.7199 3.7810 3.7993 3.7127 3.7149 3.7180 3.7219 3.7269 3.7876 3.8059 3.7197 3.7220 3.7250 3.7289 3.7339 3.7942 3.8124 3.7267 3.7290 3.7320 3.7359 3.7408 3.8007 3.8188 3.7337 3.7359 3.7389 3.7428 3.7477 3.8072 3.8252 3.7406 3.7428 3.7458 3.7496 3.7545 3.8136 3.8315 3.7475 3.7497 3.7526 3.7564 3.7613 3.8200 3.8378 3.7543 3.7565 3.7594 3.7632 3.7680 3.8264 3.8440 3.7611 3.7633 3.7662 3.7699 3.7747 3.8327 3.8502 3.7678 3.7700 3.7729 3.7766 3.7813 3.8389 3.8564 3.7745 3.7767 3.7795 3.7832 3.7879 3.8452 3.8625 3.7812 3.7833 3.7861 3.7898 3.7945 3.8514 3.8686 3.7878 3.7899 3.7927 3.7963 3.8010 3.8575 3.8747 3.7943 3.7964 3.7992 3.8028 3.8075 3.8636 3.8807 3.8008 3.8029 3.8057 3.8093 3.8139 3.8697 3.8866 3.8073 3.8094 3.8122 3.8157 3.8203 3.8758 3.8926 3.8138 3.8158 3.8186 3.8221 3.8266 3.8818 3.8985 3.8201 3.8222 3.8249 3.8284 3.8329 3.8877 3.9044 3.8265 3.8285 3.8312 3.8347 3.8392 3.8937 3.9102 3.8328 3.8348 3.8375 3.8410 3.8454 3.8996 3.9160 3.8391 3.8411 3.8438 3.8472 3.8516 3.9055 3.9218 3.8453 3.8473 3.8500 3.8534 3.8578 3.9113 3.9275 3.8515 3.8535 3.8561 3.8595 3.8639 3.9171 3.9332 3.8576 3.8596 3.8622 3.8656 3.8700 3.9228 3.9389 3.8638 3.8657 3.8683 3.8717 3.8760 3.9286 3.9445 3.8698 3.8718 3.8744 3.8777 3.8820 3.9343 3.9502 3.8759 3.8778 3.8804 3.8837 3.8880 3.9399 3.9557 3.8819 3.8838 3.8864 3.8897 3.8939 3.9456 3.9613 3.8879 3.8898 3.8923 3.8956 3.8998 3.9512 3.9668 3.8938 3.8957 3.8982 3.9015 3.9057 3.9568 3.9723 3.8997 3.9016 3.9041 3.9074 3.9115 3.9623 3.9777 3.9056 3.9074 3.9099 3.9132 3.9173 3.9678 3.9832 3.9114 3.9132 3.9157 3.9190 3.9231 3.9733 3.9886 3.9172 3.9190 3.9215 3.9247 3.9288 3.9787 3.9939 3.9229 3.9248 3.9273 3.9304 3.9345 3.9842 3.9993 3.9287 3.9305 3.9330 3.9361 3.9402 3.9896 4.0046 3.9344 3.9362 3.9386 3.9418 3.9458 3.9949 4.0099 3.9400 3.9418 3.9443 3.9474 3.9514 4.0002 4.0151 3.9457 3.9475 3.9499 3.9530 3.9570 4.0056 4.0203 3.9513 3.9531 3.9555 3.9586 3.9625 4.0108 4.0255 3.9568 3.9586 3.9610 3.9641 3.9680 4.0161 4.0307 3.9624 3.9642 3.9665 3.9696 3.9735 4.0213 4.0359 3.9679 3.9697 3.9720 3.9751 3.9789 4.0265 4.0410 3.9734 3.9751 3.9775 3.9805 3.9844 4.0317 4.0461 3.9788 3.9806 3.9829 3.9859 3.9897 4.0368 4.0512 3.9842 3.9860 3.9883 3.9913 3.9951 4.0419 4.0562 3.9896 3.9914 3.9937 3.9966 4.0004 4.0470 4.0612 3.9950 3.9967 3.9990 4.0020 4.0057 4.0521 4.0662 4.0003 4.0020 4.0043 4.0073 4.0110 4.0571 4.0712 4.0056 4.0073 4.0096 4.0125 4.0163 4.0621 4.0761 4.0109 4.0126 4.0149 4.0178 4.0215 4.0671 4.0810 4.0162 4.0178 4.0201 4.0230 4.0267 4.0721 4.0859 4.0214 4.0230 4.0253 4.0282 4.0319 4.0770 4.0908 4.0266 4.0282 4.0305 4.0333 4.0370 4.0819 4.0957 4.0317 4.0334 4.0356 4.0385 4.0421 4.0868 4.1005 4.0369 4.0385 4.0407 4.0436 4.0472 4.0917 4.1053 4.0420 4.0436 4.0458 4.0486 4.0523 4.0965 4.1101 4.0471 4.0487 4.0509 4.0537 4.0573 4.1014 4.1148 4.0521 4.0538 4.0559 4.0587 4.0623 4.1062 4.1195 4.0572 4.0588 4.0610 4.0637 4.0673 4.1109 4.1243 4.0622 4.0638 4.0659 4.0687 4.0723 4.1157 4.1289 4.0672 4.0688 4.0709 4.0737 4.0772 4.1204 4.1336 4.0721 4.0737 4.0759 4.0786 4.0821 4.1251 4.1383 4.0771 4.0787 4.0808 4.0835 4.0870 4.1298 4.1429 4.0820 4.0836 4.0857 4.0884 4.0919 4.1345 4.1475 4.0869 4.0884 4.0905 4.0932 4.0967 4.1391 4.1521 4.0917 4.0933 4.0954 4.0981 4.1015 4.1437 4.1566 4.0966 4.0981 4.1002 4.1029 4.1063 4.1483 4.1612 4.1014 4.1030 4.1050 4.1077 4.1111 4.1529 4.1657 4.1062 4.1077 4.1098 4.1124 4.1158 4.1575 4.1702 4.1110 4.1125 4.1146 4.1172 4.1206 4.1620 4.1747 4.1157 4.1173 4.1193 4.1219 4.1253 4.1665 4.1791 4.1205 4.1220 4.1240 4.1266 4.1300 4.1710 4.1836 4.1252 4.1267 4.1287 4.1313 4.1346 4.1755 4.1880 4.1298 4.1313 4.1334 4.1359 4.1393 4.1799 4.1924 4.1345 4.1360 4.1380 4.1406 4.1439 4.1844 4.1968 4.1391 4.1406 4.1426 4.1452 4.1485 4.1888 4.2011 4.1438 4.1452 4.1472 4.1498 4.1530 4.1932 4.2055 4.1484 4.1498 4.1518 4.1543 4.1576 4.1976 4.2098 4.1529 4.1544 4.1564 4.1589 4.1621 4.2019 4.2141 4.1575 4.1590 4.1609 4.1634 4.1666 4.2062 4.2184 4.1620 4.1635 4.1654 4.1679 4.1711 4.2106 4.2226 4.1665 4.1680 4.1699 4.1724 4.1756 4.2149 4.2269 4.1710 4.1725 4.1744 4.1769 4.1801 4.2192 4.2311 4.1755 4.1769 4.1789 4.1813 4.1845 4.2234 4.2353 4.1800 4.1814 4.1833 4.1858 4.1889 4.2277 4.2395 4.1844 4.1858 4.1877 4.1902 4.1933 4.2319 4.2437 4.1888 4.1902 4.1921 4.1946 4.1977 4.2361 4.2479 4.1932 4.1946 4.1965 4.1989 4.2020 4.2403 4.2520 4.1976 4.1990 4.2009 4.2033 4.2064 4.2445 4.2561 4.2019 4.2033 4.2052 4.2076 4.2107 4.2486 4.2603 4.2063 4.2077 4.2095 4.2119 4.2150 4.2528 4.2644 4.2106 4.2120 4.2138 4.2162 4.2193 4.2569 4.2684 4.2149 4.2163 4.2181 4.2205 4.2235 4.2610 4.2725 4.2192 4.2206 4.2224 4.2248 4.2278 4.2651 4.2765 4.2234 4.2248 4.2266 4.2290 4.2320 4.2692 4.2806 4.2277 4.2291 4.2309 4.2332 4.2362 4.2732 4.2846 4.2319 4.2333 4.2351 4.2374 4.2404 4.2773 4.2886 4.2361 4.2375 4.2393 4.2416 4.2446 4.2813 4.2925 4.2403 4.2417 4.2435 4.2458 4.2488 4.2853 4.2965 4.2445 4.2458 4.2476 4.2499 4.2529 4.2893 4.3005 4.2487 4.2500 4.2518 4.2541 4.2570 4.2933 4.3044 4.2528 4.2541 4.2559 4.2582 4.2611 4.2972 4.3083 4.2569 4.2582 4.2600 4.2623 4.2652 4.3012 4.3122 4.2610 4.2623 4.2641 4.2664 4.2693 4.3051 4.3161 4.2651 4.2664 4.2682 4.2704 4.2733 4.3090 4.3200 4.2692 4.2705 4.2722 4.2745 4.2774 4.3129 4.3238 4.2732 4.2745 4.2763 4.2785 4.2814 4.3168 4.3277 4.2773 4.2786 4.2803 4.2826 4.2854 Columns 50 through 55 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9992 -3.9988 -3.9922 -3.9395 -3.7065 -3.1212 -2.2567 -3.8310 -3.3711 -2.5196 -1.5660 -0.8327 -0.3584 -1.8051 -1.1537 -0.6757 -0.3142 -0.0182 0.2276 -0.5882 -0.3168 -0.0720 0.1543 0.3649 0.5535 -0.0926 0.0926 0.2735 0.4508 0.6233 0.7826 0.2238 0.3707 0.5194 0.6695 0.8192 0.9600 0.4578 0.5823 0.7109 0.8432 0.9772 1.1049 0.6438 0.7532 0.8678 0.9873 1.1098 1.2276 0.7983 0.8967 1.0010 1.1107 1.2242 1.3342 0.9304 1.0204 1.1166 1.2186 1.3249 1.4284 1.0465 1.1292 1.2188 1.3145 1.4148 1.5129 1.1503 1.2263 1.3106 1.4009 1.4961 1.5896 1.2444 1.3141 1.3937 1.4795 1.5703 1.6599 1.3303 1.3945 1.4698 1.5517 1.6386 1.7246 1.4093 1.4689 1.5399 1.6184 1.7019 1.7848 1.4826 1.5382 1.6050 1.6804 1.7609 1.8410 1.5508 1.6029 1.6658 1.7383 1.8161 1.8936 1.6146 1.6636 1.7230 1.7927 1.8680 1.9433 1.6746 1.7209 1.7771 1.8440 1.9170 1.9902 1.7312 1.7750 1.8284 1.8925 1.9635 2.0346 1.7848 1.8264 1.8772 1.9385 2.0076 2.0769 1.8356 1.8752 1.9237 1.9824 2.0496 2.1172 1.8840 1.9218 1.9681 2.0244 2.0897 2.1558 1.9301 1.9662 2.0106 2.0647 2.1281 2.1927 1.9742 2.0088 2.0514 2.1034 2.1648 2.2281 2.0164 2.0496 2.0906 2.1407 2.2002 2.2621 2.0569 2.0889 2.1283 2.1766 2.2341 2.2949 2.0959 2.1266 2.1647 2.2112 2.2669 2.3265 2.1333 2.1630 2.1997 2.2448 2.2987 2.3570 2.1695 2.1981 2.2336 2.2772 2.3294 2.3865 2.2043 2.2320 2.2663 2.3086 2.3593 2.4150 2.2380 2.2648 2.2980 2.3390 2.3883 2.4427 2.2706 2.2965 2.3288 2.3685 2.4164 2.4695 2.3021 2.3273 2.3586 2.3972 2.4438 2.4955 2.3327 2.3571 2.3875 2.4251 2.4704 2.5208 2.3624 2.3861 2.4157 2.4522 2.4964 2.5455 2.3912 2.4143 2.4430 2.4786 2.5217 2.5696 2.4192 2.4416 2.4697 2.5043 2.5463 2.5931 2.4465 2.4683 2.4956 2.5294 2.5704 2.6161 2.4730 2.4943 2.5209 2.5539 2.5939 2.6386 2.4989 2.5196 2.5455 2.5778 2.6169 2.6606 2.5240 2.5443 2.5696 2.6011 2.6393 2.6821 2.5486 2.5684 2.5931 2.6239 2.6613 2.7031 2.5726 2.5919 2.6161 2.6461 2.6827 2.7237 2.5960 2.6149 2.6385 2.6679 2.7038 2.7439 2.6189 2.6373 2.6604 2.6893 2.7243 2.7637 2.6413 2.6593 2.6819 2.7101 2.7445 2.7831 2.6631 2.6808 2.7029 2.7306 2.7643 2.8021 2.6846 2.7018 2.7235 2.7506 2.7837 2.8208 2.7055 2.7224 2.7437 2.7703 2.8027 2.8392 2.7261 2.7426 2.7635 2.7895 2.8214 2.8572 2.7462 2.7624 2.7829 2.8084 2.8397 2.8749 2.7659 2.7818 2.8019 2.8270 2.8577 2.8922 2.7852 2.8009 2.8206 2.8452 2.8754 2.9093 2.8042 2.8196 2.8389 2.8631 2.8927 2.9261 2.8228 2.8379 2.8569 2.8807 2.9098 2.9426 2.8411 2.8559 2.8746 2.8979 2.9266 2.9589 2.8591 2.8736 2.8919 2.9149 2.9431 2.9748 2.8767 2.8910 2.9090 2.9316 2.9593 2.9906 2.8940 2.9081 2.9258 2.9480 2.9753 3.0061 2.9111 2.9249 2.9423 2.9642 2.9910 3.0213 2.9278 2.9414 2.9585 2.9801 3.0065 3.0363 2.9443 2.9576 2.9745 2.9957 3.0217 3.0511 2.9605 2.9736 2.9903 3.0111 3.0367 3.0657 2.9764 2.9894 3.0057 3.0263 3.0515 3.0801 2.9921 3.0049 3.0210 3.0412 3.0661 3.0943 3.0076 3.0201 3.0360 3.0560 3.0805 3.1083 3.0228 3.0352 3.0508 3.0705 3.0946 3.1220 3.0378 3.0500 3.0654 3.0848 3.1086 3.1356 3.0526 3.0646 3.0798 3.0989 3.1224 3.1490 3.0609 3.0728 3.0879 3.1068 3.1302 3.1566 3.0671 3.0790 3.0939 3.1128 3.1360 3.1623 3.0815 3.0931 3.1079 3.1265 3.1494 3.1753 3.0956 3.1071 3.1217 3.1400 3.1626 3.1882 3.1095 3.1209 3.1353 3.1534 3.1757 3.2009 3.1233 3.1345 3.1487 3.1665 3.1885 3.2135 3.1369 3.1479 3.1619 3.1795 3.2013 3.2259 3.1502 3.1612 3.1750 3.1924 3.2138 3.2382 3.1635 3.1742 3.1879 3.2050 3.2262 3.2503 3.1765 3.1871 3.2006 3.2175 3.2385 3.2622 3.1894 3.1999 3.2131 3.2299 3.2506 3.2741 3.2021 3.2124 3.2256 3.2421 3.2625 3.2857 3.2145 3.2248 3.2378 3.2542 3.2744 3.2973 3.2267 3.2371 3.2499 3.2661 3.2860 3.3087 3.2387 3.2492 3.2619 3.2779 3.2976 3.3200 3.2504 3.2611 3.2737 3.2895 3.3090 3.3312 3.2620 3.2728 3.2854 3.3010 3.3203 3.3422 3.2734 3.2843 3.2969 3.3124 3.3314 3.3531 3.2845 3.2955 3.3083 3.3236 3.3425 3.3639 3.2955 3.3066 3.3195 3.3347 3.3534 3.3746 3.3063 3.3176 3.3306 3.3457 3.3642 3.3852 3.3170 3.3283 3.3414 3.3566 3.3749 3.3956 3.3276 3.3390 3.3522 3.3674 3.3854 3.4060 3.3380 3.3494 3.3627 3.3780 3.3959 3.4162 3.3483 3.3598 3.3731 3.3884 3.4062 3.4264 3.3584 3.3699 3.3833 3.3988 3.4165 3.4364 3.3685 3.3800 3.3934 3.4089 3.4266 3.4464 3.3784 3.3899 3.4034 3.4190 3.4366 3.4562 3.3883 3.3997 3.4132 3.4289 3.4466 3.4659 3.3980 3.4094 3.4229 3.4386 3.4564 3.4756 3.4077 3.4189 3.4326 3.4483 3.4661 3.4852 3.4173 3.4284 3.4421 3.4578 3.4757 3.4946 3.4268 3.4378 3.4514 3.4672 3.4851 3.5040 3.4362 3.4471 3.4607 3.4765 3.4944 3.5133 3.4455 3.4563 3.4699 3.4857 3.5037 3.5225 3.4547 3.4654 3.4789 3.4948 3.5128 3.5316 3.4638 3.4745 3.4879 3.5038 3.5218 3.5406 3.4729 3.4834 3.4967 3.5126 3.5307 3.5496 3.4819 3.4923 3.5055 3.5214 3.5395 3.5584 3.4908 3.5011 3.5142 3.5301 3.5482 3.5671 3.4996 3.5098 3.5228 3.5387 3.5568 3.5757 3.5083 3.5185 3.5314 3.5472 3.5653 3.5843 3.5170 3.5270 3.5398 3.5557 3.5738 3.5927 3.5256 3.5356 3.5482 3.5640 3.5821 3.6010 3.5341 3.5440 3.5566 3.5723 3.5904 3.6093 3.5425 3.5523 3.5648 3.5805 3.5985 3.6175 3.5509 3.5606 3.5730 3.5886 3.6066 3.6255 3.5592 3.5689 3.5811 3.5966 3.6146 3.6336 3.5674 3.5770 3.5892 3.6045 3.6226 3.6415 3.5756 3.5851 3.5972 3.6124 3.6305 3.6494 3.5837 3.5931 3.6051 3.6202 3.6382 3.6571 3.5917 3.6011 3.6130 3.6280 3.6459 3.6649 3.5997 3.6090 3.6208 3.6357 3.6536 3.6725 3.6076 3.6168 3.6285 3.6433 3.6612 3.6801 3.6155 3.6246 3.6362 3.6509 3.6687 3.6876 3.6232 3.6323 3.6438 3.6584 3.6762 3.6950 3.6310 3.6400 3.6514 3.6658 3.6835 3.7024 3.6386 3.6476 3.6589 3.6732 3.6909 3.7097 3.6462 3.6551 3.6664 3.6806 3.6981 3.7169 3.6538 3.6626 3.6738 3.6879 3.7053 3.7241 3.6613 3.6700 3.6811 3.6951 3.7125 3.7312 3.6687 3.6774 3.6884 3.7023 3.7196 3.7383 3.6761 3.6847 3.6956 3.7095 3.7266 3.7453 3.6834 3.6920 3.7028 3.7166 3.7336 3.7522 3.6907 3.6992 3.7100 3.7236 3.7405 3.7591 3.6979 3.7064 3.7171 3.7306 3.7473 3.7659 3.7051 3.7135 3.7241 3.7375 3.7542 3.7727 3.7122 3.7205 3.7311 3.7444 3.7610 3.7795 3.7193 3.7275 3.7380 3.7513 3.7677 3.7861 3.7263 3.7345 3.7449 3.7581 3.7744 3.7928 3.7333 3.7414 3.7518 3.7648 3.7810 3.7993 3.7402 3.7483 3.7586 3.7715 3.7876 3.8059 3.7471 3.7551 3.7653 3.7782 3.7942 3.8124 3.7539 3.7619 3.7720 3.7848 3.8007 3.8188 3.7607 3.7686 3.7787 3.7914 3.8072 3.8252 3.7674 3.7753 3.7853 3.7979 3.8136 3.8315 3.7741 3.7819 3.7919 3.8044 3.8200 3.8378 3.7808 3.7885 3.7984 3.8109 3.8264 3.8440 3.7874 3.7951 3.8049 3.8173 3.8327 3.8502 3.7939 3.8016 3.8113 3.8237 3.8389 3.8564 3.8004 3.8081 3.8177 3.8300 3.8452 3.8625 3.8069 3.8145 3.8241 3.8363 3.8514 3.8686 3.8134 3.8209 3.8304 3.8425 3.8575 3.8747 3.8197 3.8272 3.8367 3.8487 3.8636 3.8807 3.8261 3.8335 3.8430 3.8549 3.8697 3.8866 3.8324 3.8398 3.8492 3.8610 3.8758 3.8926 3.8387 3.8460 3.8553 3.8671 3.8818 3.8985 3.8449 3.8522 3.8615 3.8732 3.8877 3.9044 3.8511 3.8583 3.8676 3.8792 3.8937 3.9102 3.8573 3.8645 3.8736 3.8852 3.8996 3.9160 3.8634 3.8705 3.8796 3.8911 3.9055 3.9218 3.8695 3.8766 3.8856 3.8971 3.9113 3.9275 3.8755 3.8826 3.8916 3.9029 3.9171 3.9332 3.8815 3.8885 3.8975 3.9088 3.9228 3.9389 3.8875 3.8945 3.9033 3.9146 3.9286 3.9445 3.8934 3.9004 3.9092 3.9204 3.9343 3.9502 3.8993 3.9062 3.9150 3.9261 3.9399 3.9557 3.9052 3.9120 3.9208 3.9318 3.9456 3.9613 3.9110 3.9178 3.9265 3.9375 3.9512 3.9668 3.9168 3.9236 3.9322 3.9432 3.9568 3.9723 3.9226 3.9293 3.9379 3.9488 3.9623 3.9777 3.9283 3.9350 3.9436 3.9544 3.9678 3.9832 3.9340 3.9407 3.9492 3.9599 3.9733 3.9886 3.9397 3.9463 3.9548 3.9654 3.9787 3.9939 3.9453 3.9519 3.9603 3.9709 3.9842 3.9993 3.9509 3.9575 3.9658 3.9764 3.9896 4.0046 3.9565 3.9630 3.9713 3.9818 3.9949 4.0099 3.9620 3.9685 3.9768 3.9872 4.0002 4.0151 3.9676 3.9740 3.9822 3.9926 4.0056 4.0203 3.9730 3.9794 3.9876 3.9980 4.0108 4.0255 3.9785 3.9849 3.9930 4.0033 4.0161 4.0307 3.9839 3.9902 3.9983 4.0086 4.0213 4.0359 3.9893 3.9956 4.0036 4.0138 4.0265 4.0410 3.9947 4.0009 4.0089 4.0191 4.0317 4.0461 4.0000 4.0062 4.0142 4.0243 4.0368 4.0512 4.0053 4.0115 4.0194 4.0295 4.0419 4.0562 4.0106 4.0168 4.0246 4.0346 4.0470 4.0612 4.0158 4.0220 4.0298 4.0397 4.0521 4.0662 4.0211 4.0272 4.0350 4.0448 4.0571 4.0712 4.0263 4.0323 4.0401 4.0499 4.0621 4.0761 4.0314 4.0375 4.0452 4.0550 4.0671 4.0810 4.0366 4.0426 4.0503 4.0600 4.0721 4.0859 4.0417 4.0477 4.0553 4.0650 4.0770 4.0908 4.0468 4.0527 4.0603 4.0700 4.0819 4.0957 4.0518 4.0578 4.0653 4.0749 4.0868 4.1005 4.0569 4.0628 4.0703 4.0798 4.0917 4.1053 4.0619 4.0678 4.0752 4.0847 4.0965 4.1101 4.0669 4.0727 4.0802 4.0896 4.1014 4.1148 4.0718 4.0777 4.0851 4.0945 4.1062 4.1195 4.0768 4.0826 4.0899 4.0993 4.1109 4.1243 4.0817 4.0875 4.0948 4.1041 4.1157 4.1289 4.0866 4.0923 4.0996 4.1089 4.1204 4.1336 4.0915 4.0972 4.1044 4.1136 4.1251 4.1383 4.0963 4.1020 4.1092 4.1184 4.1298 4.1429 4.1011 4.1068 4.1140 4.1231 4.1345 4.1475 4.1059 4.1115 4.1187 4.1278 4.1391 4.1521 4.1107 4.1163 4.1234 4.1325 4.1437 4.1566 4.1154 4.1210 4.1281 4.1371 4.1483 4.1612 4.1202 4.1257 4.1328 4.1417 4.1529 4.1657 4.1249 4.1304 4.1374 4.1463 4.1575 4.1702 4.1296 4.1351 4.1420 4.1509 4.1620 4.1747 4.1342 4.1397 4.1467 4.1555 4.1665 4.1791 4.1389 4.1443 4.1512 4.1600 4.1710 4.1836 4.1435 4.1489 4.1558 4.1646 4.1755 4.1880 4.1481 4.1535 4.1603 4.1691 4.1799 4.1924 4.1527 4.1580 4.1649 4.1735 4.1844 4.1968 4.1572 4.1626 4.1694 4.1780 4.1888 4.2011 4.1618 4.1671 4.1738 4.1825 4.1932 4.2055 4.1663 4.1716 4.1783 4.1869 4.1976 4.2098 4.1708 4.1760 4.1828 4.1913 4.2019 4.2141 4.1752 4.1805 4.1872 4.1957 4.2062 4.2184 4.1797 4.1849 4.1916 4.2000 4.2106 4.2226 4.1841 4.1893 4.1960 4.2044 4.2149 4.2269 4.1886 4.1937 4.2003 4.2087 4.2192 4.2311 4.1929 4.1981 4.2047 4.2130 4.2234 4.2353 4.1973 4.2025 4.2090 4.2173 4.2277 4.2395 4.2017 4.2068 4.2133 4.2216 4.2319 4.2437 4.2060 4.2111 4.2176 4.2258 4.2361 4.2479 4.2103 4.2154 4.2219 4.2301 4.2403 4.2520 4.2146 4.2197 4.2261 4.2343 4.2445 4.2561 4.2189 4.2239 4.2304 4.2385 4.2486 4.2603 4.2232 4.2282 4.2346 4.2427 4.2528 4.2644 4.2274 4.2324 4.2388 4.2468 4.2569 4.2684 4.2317 4.2366 4.2429 4.2510 4.2610 4.2725 4.2359 4.2408 4.2471 4.2551 4.2651 4.2765 4.2401 4.2450 4.2513 4.2592 4.2692 4.2806 4.2443 4.2491 4.2554 4.2633 4.2732 4.2846 4.2484 4.2533 4.2595 4.2674 4.2773 4.2886 4.2526 4.2574 4.2636 4.2715 4.2813 4.2925 4.2567 4.2615 4.2677 4.2755 4.2853 4.2965 4.2608 4.2656 4.2717 4.2796 4.2893 4.3005 4.2649 4.2697 4.2758 4.2836 4.2933 4.3044 4.2689 4.2737 4.2798 4.2876 4.2972 4.3083 4.2730 4.2778 4.2838 4.2916 4.3012 4.3122 4.2770 4.2818 4.2878 4.2955 4.3051 4.3161 4.2811 4.2858 4.2918 4.2995 4.3090 4.3200 4.2851 4.2898 4.2958 4.3034 4.3129 4.3238 4.2891 4.2938 4.2997 4.3073 4.3168 4.3277