Model run by pk372 using Apollo 0.3.3 on R 4.3.1 for Linux.
Please acknowledge the use of Apollo by citing Hess & Palma (2019)
  DOI 10.1016/j.jocm.2019.100170
  www.ApolloChoiceModelling.com

Model name                                  : H1_Summer_PreferenceSpaceModel_Balanced
Model description                           : H1_Summer_PreferenceSpaceModel_Balanced
Model run at                                : 2024-07-17 18:27:44.528442
Estimation method                           : bgw
Model diagnosis                             : Relative function convergence
Optimisation diagnosis                      : Maximum found
     hessian properties                     : Negative definite
     maximum eigenvalue                     : -14.61539
     reciprocal of condition number         : 6.0647e-06
Number of individuals                       : 1767
Number of rows in database                  : 15903
Number of modelled outcomes                 : 15903

Number of cores used                        :  10 
Number of inter-individual draws            : 2500 (pmc)

LL(start)                                   : -18349.06
LL at equal shares, LL(0)                   : -17471.57
LL at observed shares, LL(C)                : -17430.38
LL(final)                                   : -13082.89
Rho-squared vs equal shares                  :  0.2512 
Adj.Rho-squared vs equal shares              :  0.2494 
Rho-squared vs observed shares               :  0.2494 
Adj.Rho-squared vs observed shares           :  0.2477 
AIC                                         :  26229.77 
BIC                                         :  26475.35 

Estimated parameters                        : 32
Time taken (hh:mm:ss)                       :  00:34:10.46 
     pre-estimation                         :  00:03:58.38 
     estimation                             :  00:03:33.62 
          initial estimation                :  00:03:9.01 
          estimation after rescaling        :  00:00:24.6 
     post-estimation                        :  00:26:38.47 
Iterations                                  :  24  
     initial estimation                     :  23 
     estimation after rescaling             :  1 

Unconstrained optimisation.

Estimates:
                          Estimate        s.e.   t.rat.(0)  p(1-sided)
asc_A                     0.000000          NA          NA          NA
asc_B                     0.000000          NA          NA          NA
asc_C                    -0.300909    0.166949     -1.8024    0.035741
mu_Tax                   -3.247740    0.094202    -34.4763    0.000000
mu_Colour2                0.179708    0.044705      4.0198   2.912e-05
mu_Colour                 0.158786    0.061329      2.5891    0.004811
mu_Smell2                 0.092311    0.038696      2.3856    0.008526
mu_Smell                  0.136741    0.057027      2.3978    0.008246
mu_Sound2                 0.103841    0.040632      2.5557    0.005299
mu_Sound                  0.061881    0.054690      1.1315    0.128927
mu_Deadwood2              0.715790    0.044741     15.9984    0.000000
mu_Deadwood               0.318564    0.051285      6.2116   2.622e-10
sig_Tax                   2.807346    0.095664     29.3459    0.000000
sig_Sound                -0.399636    0.150801     -2.6501    0.004024
sig_Smell                 0.191673    0.259646      0.7382    0.230194
sig_Colour                0.548711    0.096663      5.6765   6.873e-09
sig_Deadwood              0.518474    0.099055      5.2342   8.284e-08
sig_Sound2                0.892782    0.052643     16.9592    0.000000
sig_Smell2                0.522207    0.064615      8.0819   3.331e-16
sig_Colour2               0.978521    0.057380     17.0533    0.000000
sig_Deadwood2             0.714756    0.060566     11.8013    0.000000
beta_Gender              -0.069019    0.073068     -0.9446    0.172435
beta_Age                 -0.096027    0.078594     -1.2218    0.110890
beta_Distance            -0.006871    0.004131     -1.6631    0.048148
beta_Charity             -0.241647    0.087433     -2.7638    0.002857
beta_Income              -0.138288    0.056491     -2.4480    0.007183
beta_Impairment_Colour    0.300451    0.109310      2.7486    0.002992
beta_Impairment_Smell     0.146017    0.120830      1.2085    0.113437
beta_Impairment_Sound    -0.049359    0.136634     -0.3613    0.358955
beta_Country             -0.377981    0.075161     -5.0289   2.466e-07
beta_White               -0.316093    0.089760     -3.5215  2.1452e-04
beta_Urbanicity          -0.078437    0.080841     -0.9703    0.165958
beta_MostRecentVisit     -0.012966    0.024400     -0.5314    0.297576
beta_WoodlandsScore      -0.006425    0.001908     -3.3679  3.7870e-04
                          Rob.s.e. Rob.t.rat.(0)  p(1-sided)
asc_A                           NA            NA          NA
asc_B                           NA            NA          NA
asc_C                     0.248520       -1.2108    0.112985
mu_Tax                    0.095751      -33.9185    0.000000
mu_Colour2                0.045762        3.9270   4.300e-05
mu_Colour                 0.057457        2.7636    0.002858
mu_Smell2                 0.038326        2.4086    0.008008
mu_Smell                  0.058157        2.3513    0.009355
mu_Sound2                 0.041023        2.5313    0.005682
mu_Sound                  0.056726        1.0909    0.137666
mu_Deadwood2              0.048351       14.8039    0.000000
mu_Deadwood               0.051612        6.1723   3.366e-10
sig_Tax                   0.104533       26.8561    0.000000
sig_Sound                 0.160847       -2.4846    0.006485
sig_Smell                 0.283369        0.6764    0.249392
sig_Colour                0.113102        4.8515   6.127e-07
sig_Deadwood              0.102005        5.0829   1.859e-07
sig_Sound2                0.056010       15.9398    0.000000
sig_Smell2                0.071170        7.3374   1.089e-13
sig_Colour2               0.065453       14.9499    0.000000
sig_Deadwood2             0.064940       11.0064    0.000000
beta_Gender               0.109630       -0.6296    0.264489
beta_Age                  0.117432       -0.8177    0.206757
beta_Distance             0.006121       -1.1225    0.130834
beta_Charity              0.125433       -1.9265    0.027021
beta_Income               0.083302       -1.6601    0.048449
beta_Impairment_Colour    0.157578        1.9067    0.028281
beta_Impairment_Smell     0.167430        0.8721    0.191575
beta_Impairment_Sound     0.188448       -0.2619    0.396689
beta_Country              0.111727       -3.3831  3.5840e-04
beta_White                0.132001       -2.3946    0.008319
beta_Urbanicity           0.120677       -0.6500    0.257855
beta_MostRecentVisit      0.036849       -0.3519    0.362474
beta_WoodlandsScore       0.002853       -2.2520    0.012162


Overview of choices for MNL model component :
                                        A       B        C
Times available                  15903.00 15903.0 15903.00
Times chosen                      5706.00  5360.0  4837.00
Percentage chosen overall           35.88    33.7    30.42
Percentage chosen when available    35.88    33.7    30.42



Classical covariance matrix:
                                        asc_C                 mu_Tax
asc_C                                0.027872             -5.135e-05
mu_Tax                             -5.135e-05               0.008874
mu_Colour2                         8.3162e-04             -6.776e-05
mu_Colour                            0.001430            -6.0190e-04
mu_Smell2                          8.3692e-04             1.3723e-04
mu_Smell                           6.3329e-04               0.001591
mu_Sound2                          4.8799e-04             3.6873e-04
mu_Sound                           1.5382e-04               0.001213
mu_Deadwood2                       5.9528e-04               0.001201
mu_Deadwood                          0.001286             6.6650e-04
sig_Tax                           -8.8108e-04              -0.004523
sig_Sound                          -1.591e-05            -8.2456e-04
sig_Smell                         -6.6578e-04            -8.1379e-04
sig_Colour                         7.5855e-04             5.8639e-04
sig_Deadwood                       2.1545e-04             3.7189e-04
sig_Sound2                        -2.8129e-04             4.5126e-04
sig_Smell2                        -6.4860e-04             5.2073e-04
sig_Colour2                       -1.6448e-04             5.2348e-04
sig_Deadwood2                      -3.885e-05             3.8193e-04
beta_Gender                         -0.002323              2.070e-05
beta_Age                            -0.002361             -1.059e-06
beta_Distance                     -2.1558e-04              6.044e-06
beta_Charity                        -0.001635              3.718e-05
beta_Income                         -0.001045             -9.716e-05
beta_Impairment_Colour              -0.001952              1.423e-05
beta_Impairment_Smell               -0.001362              9.353e-05
beta_Impairment_Sound             -6.2449e-04             2.4140e-04
beta_Country                        -0.001871             -5.005e-06
beta_White                          -0.005034             -3.085e-05
beta_Urbanicity                     -0.005706              3.095e-05
beta_MostRecentVisit                -0.001156              1.520e-05
beta_WoodlandsScore               -1.5760e-04              1.332e-06
                                   mu_Colour2              mu_Colour
asc_C                              8.3162e-04               0.001430
mu_Tax                             -6.776e-05            -6.0190e-04
mu_Colour2                           0.001999             9.7870e-04
mu_Colour                          9.7870e-04               0.003761
mu_Smell2                          3.0740e-04             6.6103e-04
mu_Smell                          -1.4875e-04              -0.001172
mu_Sound2                          -6.935e-05             1.7816e-04
mu_Sound                          -4.7271e-04              -0.001352
mu_Deadwood2                        6.511e-07             2.1392e-04
mu_Deadwood                        5.0388e-04             5.2533e-04
sig_Tax                             7.775e-05             6.2289e-04
sig_Sound                          2.6357e-04             5.8622e-04
sig_Smell                         -2.7753e-04              2.541e-05
sig_Colour                          7.409e-05             5.8727e-04
sig_Deadwood                       2.2083e-04             4.8019e-04
sig_Sound2                          6.385e-05            -1.4173e-04
sig_Smell2                        -3.4894e-04            -4.7082e-04
sig_Colour2                       -2.1014e-04             -9.766e-05
sig_Deadwood2                       4.234e-05              3.386e-05
beta_Gender                        -1.517e-05             -4.865e-05
beta_Age                            2.534e-06              4.288e-06
beta_Distance                      -1.522e-08             -1.397e-06
beta_Charity                        1.540e-05             -1.859e-05
beta_Income                         6.564e-06              1.929e-05
beta_Impairment_Colour              1.545e-05              2.653e-05
beta_Impairment_Smell              -2.049e-05             -1.974e-05
beta_Impairment_Sound               5.504e-06             -3.547e-05
beta_Country                       -1.587e-05              2.206e-05
beta_White                         -3.196e-06             -3.052e-05
beta_Urbanicity                    -1.930e-05              1.815e-05
beta_MostRecentVisit               -3.487e-06             -1.548e-05
beta_WoodlandsScore                 2.503e-08              5.496e-08
                                    mu_Smell2               mu_Smell
asc_C                              8.3692e-04             6.3329e-04
mu_Tax                             1.3723e-04               0.001591
mu_Colour2                         3.0740e-04            -1.4875e-04
mu_Colour                          6.6103e-04              -0.001172
mu_Smell2                            0.001497             4.5208e-04
mu_Smell                           4.5208e-04               0.003252
mu_Sound2                          -6.483e-05              8.788e-05
mu_Sound                          -2.1713e-04             6.0959e-04
mu_Deadwood2                       -4.281e-06             6.1511e-04
mu_Deadwood                        2.7770e-04              1.847e-05
sig_Tax                           -1.3924e-04              -0.001678
sig_Sound                           4.848e-05             -2.129e-05
sig_Smell                          1.5636e-04             6.5604e-04
sig_Colour                          2.824e-05             2.3523e-04
sig_Deadwood                        3.531e-06            -2.4868e-04
sig_Sound2                         -1.766e-05             1.9467e-04
sig_Smell2                        -2.2520e-04             1.9115e-04
sig_Colour2                       -3.6135e-04             1.7423e-04
sig_Deadwood2                      -2.089e-05             1.2230e-04
beta_Gender                        -2.254e-07              6.331e-05
beta_Age                           -4.487e-06             -1.428e-05
beta_Distance                      -1.083e-07              3.155e-06
beta_Charity                       -9.537e-06              5.112e-05
beta_Income                         2.551e-06             -1.906e-05
beta_Impairment_Colour             -7.215e-06              6.125e-05
beta_Impairment_Smell              -1.393e-05              3.819e-05
beta_Impairment_Sound               2.395e-05              4.648e-05
beta_Country                        2.989e-05             -4.421e-05
beta_White                         -8.203e-06              2.394e-06
beta_Urbanicity                     2.053e-05             -5.017e-05
beta_MostRecentVisit               -5.423e-07              1.595e-05
beta_WoodlandsScore                 4.513e-07             -6.186e-07
                                    mu_Sound2               mu_Sound
asc_C                              4.8799e-04             1.5382e-04
mu_Tax                             3.6873e-04               0.001213
mu_Colour2                         -6.935e-05            -4.7271e-04
mu_Colour                          1.7816e-04              -0.001352
mu_Smell2                          -6.483e-05            -2.1713e-04
mu_Smell                            8.788e-05             6.0959e-04
mu_Sound2                            0.001651             4.9238e-04
mu_Sound                           4.9238e-04               0.002991
mu_Deadwood2                       2.1797e-04              3.560e-05
mu_Deadwood                         8.667e-05             -9.370e-05
sig_Tax                           -3.3244e-04              -0.001156
sig_Sound                          -2.842e-05              -0.001339
sig_Smell                         -1.1024e-04            -6.4355e-04
sig_Colour                         1.1338e-04              6.012e-05
sig_Deadwood                       1.7438e-04             5.1987e-04
sig_Sound2                        -1.7568e-04             1.1239e-04
sig_Smell2                          5.661e-05             2.5995e-04
sig_Colour2                        2.7305e-04             1.2611e-04
sig_Deadwood2                       2.757e-05              4.268e-05
beta_Gender                        -3.205e-07              3.070e-05
beta_Age                           -9.334e-06              6.583e-06
beta_Distance                       4.705e-07              3.114e-06
beta_Charity                       -1.748e-05             -5.655e-07
beta_Income                        -1.086e-05             -3.480e-05
beta_Impairment_Colour              3.100e-05              4.132e-05
beta_Impairment_Smell               3.299e-05              9.066e-05
beta_Impairment_Sound               1.332e-05              4.688e-05
beta_Country                       -3.332e-06             -1.694e-05
beta_White                         -2.194e-05             -2.678e-05
beta_Urbanicity                    -4.188e-06             -3.504e-05
beta_MostRecentVisit                2.964e-06              6.819e-06
beta_WoodlandsScore                -4.772e-07             -1.616e-06
                                 mu_Deadwood2            mu_Deadwood
asc_C                              5.9528e-04               0.001286
mu_Tax                               0.001201             6.6650e-04
mu_Colour2                          6.511e-07             5.0388e-04
mu_Colour                          2.1392e-04             5.2533e-04
mu_Smell2                          -4.281e-06             2.7770e-04
mu_Smell                           6.1511e-04              1.847e-05
mu_Sound2                          2.1797e-04              8.667e-05
mu_Sound                            3.560e-05             -9.370e-05
mu_Deadwood2                         0.002002             7.9154e-04
mu_Deadwood                        7.9154e-04               0.002630
sig_Tax                             -0.001148            -5.6814e-04
sig_Sound                          -6.348e-05              -0.001044
sig_Smell                          4.5997e-04            -4.6771e-04
sig_Colour                         4.5801e-04             2.8907e-04
sig_Deadwood                       3.6929e-04             4.4734e-04
sig_Sound2                         2.0899e-04              3.503e-05
sig_Smell2                         1.7978e-04            -1.4001e-04
sig_Colour2                        4.9185e-04              4.142e-05
sig_Deadwood2                      2.4063e-04              7.054e-05
beta_Gender                         3.739e-05              8.658e-06
beta_Age                           -4.722e-05             -1.818e-05
beta_Distance                       2.313e-06              1.411e-06
beta_Charity                        4.178e-05              3.296e-05
beta_Income                        -2.590e-05             -1.896e-05
beta_Impairment_Colour             1.0253e-04              6.722e-05
beta_Impairment_Smell               4.616e-05              4.733e-05
beta_Impairment_Sound               5.389e-05              2.559e-05
beta_Country                       -5.268e-05             -7.428e-05
beta_White                         -3.723e-05             -3.681e-05
beta_Urbanicity                    -5.602e-05             -8.098e-05
beta_MostRecentVisit                1.089e-05              1.992e-06
beta_WoodlandsScore                -1.157e-06             -1.639e-06
                                      sig_Tax              sig_Sound
asc_C                             -8.8108e-04             -1.591e-05
mu_Tax                              -0.004523            -8.2456e-04
mu_Colour2                          7.775e-05             2.6357e-04
mu_Colour                          6.2289e-04             5.8622e-04
mu_Smell2                         -1.3924e-04              4.848e-05
mu_Smell                            -0.001678             -2.129e-05
mu_Sound2                         -3.3244e-04             -2.842e-05
mu_Sound                            -0.001156              -0.001339
mu_Deadwood2                        -0.001148             -6.348e-05
mu_Deadwood                       -5.6814e-04              -0.001044
sig_Tax                              0.009152             1.9428e-04
sig_Sound                          1.9428e-04               0.022741
sig_Smell                          1.8555e-04              -0.001682
sig_Colour                        -2.8942e-04               0.002535
sig_Deadwood                      -2.7592e-04             4.6826e-04
sig_Sound2                        -2.3145e-04              -0.001183
sig_Smell2                        -3.1068e-04             1.4462e-04
sig_Colour2                       -3.8114e-04             3.1738e-04
sig_Deadwood2                     -1.6619e-04              1.722e-05
beta_Gender                        -7.181e-05            -1.3551e-04
beta_Age                          -1.0699e-04              6.426e-05
beta_Distance                      -2.457e-06             -6.419e-06
beta_Charity                       1.6993e-04            -1.3792e-04
beta_Income                         9.078e-06              8.641e-05
beta_Impairment_Colour             -1.774e-05             2.0315e-04
beta_Impairment_Smell             -1.0676e-04            -5.8943e-04
beta_Impairment_Sound              1.4110e-04             -9.481e-05
beta_Country                        9.637e-05             1.0004e-04
beta_White                          6.180e-05             1.8730e-04
beta_Urbanicity                     9.837e-05             2.0300e-04
beta_MostRecentVisit                6.041e-05             -3.404e-05
beta_WoodlandsScore                 5.840e-07              1.255e-05
                                    sig_Smell             sig_Colour
asc_C                             -6.6578e-04             7.5855e-04
mu_Tax                            -8.1379e-04             5.8639e-04
mu_Colour2                        -2.7753e-04              7.409e-05
mu_Colour                           2.541e-05             5.8727e-04
mu_Smell2                          1.5636e-04              2.824e-05
mu_Smell                           6.5604e-04             2.3523e-04
mu_Sound2                         -1.1024e-04             1.1338e-04
mu_Sound                          -6.4355e-04              6.012e-05
mu_Deadwood2                       4.5997e-04             4.5801e-04
mu_Deadwood                       -4.6771e-04             2.8907e-04
sig_Tax                            1.8555e-04            -2.8942e-04
sig_Sound                           -0.001682               0.002535
sig_Smell                            0.067416              -0.006827
sig_Colour                          -0.006827               0.009344
sig_Deadwood                      -9.7933e-04             8.7843e-04
sig_Sound2                         1.6458e-04             3.6800e-04
sig_Smell2                           0.001461             4.4723e-04
sig_Colour2                       -2.2087e-04             9.1979e-04
sig_Deadwood2                       9.327e-05             6.4875e-04
beta_Gender                       -1.8750e-04             -1.782e-05
beta_Age                           3.7585e-04            -1.1101e-04
beta_Distance                       2.192e-05             -1.316e-05
beta_Charity                      -8.0074e-04              6.771e-06
beta_Income                       -1.2190e-04             -8.202e-05
beta_Impairment_Colour             4.1360e-04             2.2955e-04
beta_Impairment_Smell             -2.4025e-04              1.662e-05
beta_Impairment_Sound              1.9506e-04            -1.2432e-04
beta_Country                      -4.9647e-04             -3.771e-05
beta_White                        -7.1719e-04            -2.6831e-04
beta_Urbanicity                    2.5829e-04            -3.0435e-04
beta_MostRecentVisit               1.2311e-04             -9.257e-05
beta_WoodlandsScore                 1.314e-06             -5.975e-06
                                 sig_Deadwood             sig_Sound2
asc_C                              2.1545e-04            -2.8129e-04
mu_Tax                             3.7189e-04             4.5126e-04
mu_Colour2                         2.2083e-04              6.385e-05
mu_Colour                          4.8019e-04            -1.4173e-04
mu_Smell2                           3.531e-06             -1.766e-05
mu_Smell                          -2.4868e-04             1.9467e-04
mu_Sound2                          1.7438e-04            -1.7568e-04
mu_Sound                           5.1987e-04             1.1239e-04
mu_Deadwood2                       3.6929e-04             2.0899e-04
mu_Deadwood                        4.4734e-04              3.503e-05
sig_Tax                           -2.7592e-04            -2.3145e-04
sig_Sound                          4.6826e-04              -0.001183
sig_Smell                         -9.7933e-04             1.6458e-04
sig_Colour                         8.7843e-04             3.6800e-04
sig_Deadwood                         0.009812             2.6110e-04
sig_Sound2                         2.6110e-04               0.002771
sig_Smell2                         5.6175e-04             4.5033e-04
sig_Colour2                        7.3825e-04             4.5537e-04
sig_Deadwood2                      6.9642e-04             4.7746e-04
beta_Gender                       -1.5355e-04              9.573e-05
beta_Age                            7.816e-05              3.979e-06
beta_Distance                       9.696e-06              2.941e-06
beta_Charity                      -1.3535e-04              5.722e-05
beta_Income                         1.400e-06             -3.534e-05
beta_Impairment_Colour             3.9460e-04             1.0293e-04
beta_Impairment_Smell               5.657e-05              5.582e-05
beta_Impairment_Sound              2.3058e-04              2.052e-05
beta_Country                      -3.0544e-04             -7.211e-05
beta_White                         -9.910e-05              4.594e-05
beta_Urbanicity                   -1.4748e-04            -1.1060e-04
beta_MostRecentVisit               -1.210e-05              1.392e-05
beta_WoodlandsScore                -4.480e-06             -2.276e-06
                                   sig_Smell2            sig_Colour2
asc_C                             -6.4860e-04            -1.6448e-04
mu_Tax                             5.2073e-04             5.2348e-04
mu_Colour2                        -3.4894e-04            -2.1014e-04
mu_Colour                         -4.7082e-04             -9.766e-05
mu_Smell2                         -2.2520e-04            -3.6135e-04
mu_Smell                           1.9115e-04             1.7423e-04
mu_Sound2                           5.661e-05             2.7305e-04
mu_Sound                           2.5995e-04             1.2611e-04
mu_Deadwood2                       1.7978e-04             4.9185e-04
mu_Deadwood                       -1.4001e-04              4.142e-05
sig_Tax                           -3.1068e-04            -3.8114e-04
sig_Sound                          1.4462e-04             3.1738e-04
sig_Smell                            0.001461            -2.2087e-04
sig_Colour                         4.4723e-04             9.1979e-04
sig_Deadwood                       5.6175e-04             7.3825e-04
sig_Sound2                         4.5033e-04             4.5537e-04
sig_Smell2                           0.004175             4.5865e-04
sig_Colour2                        4.5865e-04               0.003292
sig_Deadwood2                      3.4057e-04             7.4326e-04
beta_Gender                        1.4025e-04              2.796e-06
beta_Age                            2.243e-05             -7.758e-05
beta_Distance                       1.474e-06              3.034e-06
beta_Charity                      -1.0635e-04              3.761e-05
beta_Income                       -1.1121e-04              4.858e-06
beta_Impairment_Colour             -5.824e-05             1.4234e-04
beta_Impairment_Smell               4.020e-05             1.3992e-04
beta_Impairment_Sound              1.2128e-04            -1.0815e-04
beta_Country                      -1.7022e-04             -2.442e-05
beta_White                          7.033e-05             -3.392e-05
beta_Urbanicity                    -8.240e-05             -4.000e-05
beta_MostRecentVisit                3.065e-05             -1.047e-05
beta_WoodlandsScore                -1.125e-07             -2.743e-06
                                sig_Deadwood2            beta_Gender
asc_C                              -3.885e-05              -0.002323
mu_Tax                             3.8193e-04              2.070e-05
mu_Colour2                          4.234e-05             -1.517e-05
mu_Colour                           3.386e-05             -4.865e-05
mu_Smell2                          -2.089e-05             -2.254e-07
mu_Smell                           1.2230e-04              6.331e-05
mu_Sound2                           2.757e-05             -3.205e-07
mu_Sound                            4.268e-05              3.070e-05
mu_Deadwood2                       2.4063e-04              3.739e-05
mu_Deadwood                         7.054e-05              8.658e-06
sig_Tax                           -1.6619e-04             -7.181e-05
sig_Sound                           1.722e-05            -1.3551e-04
sig_Smell                           9.327e-05            -1.8750e-04
sig_Colour                         6.4875e-04             -1.782e-05
sig_Deadwood                       6.9642e-04            -1.5355e-04
sig_Sound2                         4.7746e-04              9.573e-05
sig_Smell2                         3.4057e-04             1.4025e-04
sig_Colour2                        7.4326e-04              2.796e-06
sig_Deadwood2                        0.003668             -3.841e-05
beta_Gender                        -3.841e-05               0.005339
beta_Age                            2.555e-05            -9.6305e-04
beta_Distance                       1.893e-06              9.450e-06
beta_Charity                       -5.066e-06             2.0161e-04
beta_Income                        -3.079e-05            -3.2463e-04
beta_Impairment_Colour              5.884e-05             3.2916e-04
beta_Impairment_Smell              -3.612e-05             2.2001e-04
beta_Impairment_Sound               4.704e-05            -8.4741e-04
beta_Country                        1.037e-05             2.5772e-04
beta_White                         -6.613e-05             3.8005e-04
beta_Urbanicity                    -3.885e-05            -1.8100e-04
beta_MostRecentVisit               -1.709e-05              1.338e-06
beta_WoodlandsScore                -7.533e-07              1.055e-06
                                     beta_Age          beta_Distance
asc_C                               -0.002361            -2.1558e-04
mu_Tax                             -1.059e-06              6.044e-06
mu_Colour2                          2.534e-06             -1.522e-08
mu_Colour                           4.288e-06             -1.397e-06
mu_Smell2                          -4.487e-06             -1.083e-07
mu_Smell                           -1.428e-05              3.155e-06
mu_Sound2                          -9.334e-06              4.705e-07
mu_Sound                            6.583e-06              3.114e-06
mu_Deadwood2                       -4.722e-05              2.313e-06
mu_Deadwood                        -1.818e-05              1.411e-06
sig_Tax                           -1.0699e-04             -2.457e-06
sig_Sound                           6.426e-05             -6.419e-06
sig_Smell                          3.7585e-04              2.192e-05
sig_Colour                        -1.1101e-04             -1.316e-05
sig_Deadwood                        7.816e-05              9.696e-06
sig_Sound2                          3.979e-06              2.941e-06
sig_Smell2                          2.243e-05              1.474e-06
sig_Colour2                        -7.758e-05              3.034e-06
sig_Deadwood2                       2.555e-05              1.893e-06
beta_Gender                       -9.6305e-04              9.450e-06
beta_Age                             0.006177              1.958e-05
beta_Distance                       1.958e-05              1.707e-05
beta_Charity                       6.2421e-04             -1.419e-05
beta_Income                       -3.1500e-04              1.536e-06
beta_Impairment_Colour             5.7401e-04             -1.615e-05
beta_Impairment_Smell              9.0027e-04              1.783e-05
beta_Impairment_Sound             -6.9262e-04             -4.127e-05
beta_Country                      -2.6664e-04              9.017e-06
beta_White                        -9.8640e-04              4.831e-05
beta_Urbanicity                    3.7376e-04              1.991e-05
beta_MostRecentVisit               5.1018e-04              1.636e-05
beta_WoodlandsScore                -1.480e-05             -4.403e-07
                                 beta_Charity            beta_Income
asc_C                               -0.001635              -0.001045
mu_Tax                              3.718e-05             -9.716e-05
mu_Colour2                          1.540e-05              6.564e-06
mu_Colour                          -1.859e-05              1.929e-05
mu_Smell2                          -9.537e-06              2.551e-06
mu_Smell                            5.112e-05             -1.906e-05
mu_Sound2                          -1.748e-05             -1.086e-05
mu_Sound                           -5.655e-07             -3.480e-05
mu_Deadwood2                        4.178e-05             -2.590e-05
mu_Deadwood                         3.296e-05             -1.896e-05
sig_Tax                            1.6993e-04              9.078e-06
sig_Sound                         -1.3792e-04              8.641e-05
sig_Smell                         -8.0074e-04            -1.2190e-04
sig_Colour                          6.771e-06             -8.202e-05
sig_Deadwood                      -1.3535e-04              1.400e-06
sig_Sound2                          5.722e-05             -3.534e-05
sig_Smell2                        -1.0635e-04            -1.1121e-04
sig_Colour2                         3.761e-05              4.858e-06
sig_Deadwood2                      -5.066e-06             -3.079e-05
beta_Gender                        2.0161e-04            -3.2463e-04
beta_Age                           6.2421e-04            -3.1500e-04
beta_Distance                      -1.419e-05              1.536e-06
beta_Charity                         0.007645            -1.3731e-04
beta_Income                       -1.3731e-04               0.003191
beta_Impairment_Colour            -1.7390e-04              8.243e-06
beta_Impairment_Smell               -0.001693              1.491e-05
beta_Impairment_Sound               -0.001274             4.0479e-04
beta_Country                       9.0433e-04             -9.543e-05
beta_White                        -4.1231e-04             1.1418e-04
beta_Urbanicity                    4.4519e-04             -5.731e-05
beta_MostRecentVisit              -4.3063e-04            -1.5707e-04
beta_WoodlandsScore                 1.913e-06              1.026e-06
                       beta_Impairment_Colour  beta_Impairment_Smell
asc_C                               -0.001952              -0.001362
mu_Tax                              1.423e-05              9.353e-05
mu_Colour2                          1.545e-05             -2.049e-05
mu_Colour                           2.653e-05             -1.974e-05
mu_Smell2                          -7.215e-06             -1.393e-05
mu_Smell                            6.125e-05              3.819e-05
mu_Sound2                           3.100e-05              3.299e-05
mu_Sound                            4.132e-05              9.066e-05
mu_Deadwood2                       1.0253e-04              4.616e-05
mu_Deadwood                         6.722e-05              4.733e-05
sig_Tax                            -1.774e-05            -1.0676e-04
sig_Sound                          2.0315e-04            -5.8943e-04
sig_Smell                          4.1360e-04            -2.4025e-04
sig_Colour                         2.2955e-04              1.662e-05
sig_Deadwood                       3.9460e-04              5.657e-05
sig_Sound2                         1.0293e-04              5.582e-05
sig_Smell2                         -5.824e-05              4.020e-05
sig_Colour2                        1.4234e-04             1.3992e-04
sig_Deadwood2                       5.884e-05             -3.612e-05
beta_Gender                        3.2916e-04             2.2001e-04
beta_Age                           5.7401e-04             9.0027e-04
beta_Distance                      -1.615e-05              1.783e-05
beta_Charity                      -1.7390e-04              -0.001693
beta_Income                         8.243e-06              1.491e-05
beta_Impairment_Colour               0.011949              -0.002040
beta_Impairment_Smell               -0.002040               0.014600
beta_Impairment_Sound               -0.004116              -0.004898
beta_Country                      -1.4362e-04            -2.9450e-04
beta_White                         1.9395e-04            -3.5537e-04
beta_Urbanicity                    5.3383e-04            -1.0633e-04
beta_MostRecentVisit               -6.762e-05            -1.3767e-04
beta_WoodlandsScore                 5.670e-06              1.696e-05
                        beta_Impairment_Sound           beta_Country
asc_C                             -6.2449e-04              -0.001871
mu_Tax                             2.4140e-04             -5.005e-06
mu_Colour2                          5.504e-06             -1.587e-05
mu_Colour                          -3.547e-05              2.206e-05
mu_Smell2                           2.395e-05              2.989e-05
mu_Smell                            4.648e-05             -4.421e-05
mu_Sound2                           1.332e-05             -3.332e-06
mu_Sound                            4.688e-05             -1.694e-05
mu_Deadwood2                        5.389e-05             -5.268e-05
mu_Deadwood                         2.559e-05             -7.428e-05
sig_Tax                            1.4110e-04              9.637e-05
sig_Sound                          -9.481e-05             1.0004e-04
sig_Smell                          1.9506e-04            -4.9647e-04
sig_Colour                        -1.2432e-04             -3.771e-05
sig_Deadwood                       2.3058e-04            -3.0544e-04
sig_Sound2                          2.052e-05             -7.211e-05
sig_Smell2                         1.2128e-04            -1.7022e-04
sig_Colour2                       -1.0815e-04             -2.442e-05
sig_Deadwood2                       4.704e-05              1.037e-05
beta_Gender                       -8.4741e-04             2.5772e-04
beta_Age                          -6.9262e-04            -2.6664e-04
beta_Distance                      -4.127e-05              9.017e-06
beta_Charity                        -0.001274             9.0433e-04
beta_Income                        4.0479e-04             -9.543e-05
beta_Impairment_Colour              -0.004116            -1.4362e-04
beta_Impairment_Smell               -0.004898            -2.9450e-04
beta_Impairment_Sound                0.018669              1.132e-05
beta_Country                        1.132e-05               0.005649
beta_White                         3.6913e-04              -0.001518
beta_Urbanicity                    1.5072e-04             1.0718e-04
beta_MostRecentVisit              -1.1909e-04             -2.185e-05
beta_WoodlandsScore                 2.037e-05             -8.906e-06
                                   beta_White        beta_Urbanicity
asc_C                               -0.005034              -0.005706
mu_Tax                             -3.085e-05              3.095e-05
mu_Colour2                         -3.196e-06             -1.930e-05
mu_Colour                          -3.052e-05              1.815e-05
mu_Smell2                          -8.203e-06              2.053e-05
mu_Smell                            2.394e-06             -5.017e-05
mu_Sound2                          -2.194e-05             -4.188e-06
mu_Sound                           -2.678e-05             -3.504e-05
mu_Deadwood2                       -3.723e-05             -5.602e-05
mu_Deadwood                        -3.681e-05             -8.098e-05
sig_Tax                             6.180e-05              9.837e-05
sig_Sound                          1.8730e-04             2.0300e-04
sig_Smell                         -7.1719e-04             2.5829e-04
sig_Colour                        -2.6831e-04            -3.0435e-04
sig_Deadwood                       -9.910e-05            -1.4748e-04
sig_Sound2                          4.594e-05            -1.1060e-04
sig_Smell2                          7.033e-05             -8.240e-05
sig_Colour2                        -3.392e-05             -4.000e-05
sig_Deadwood2                      -6.613e-05             -3.885e-05
beta_Gender                        3.8005e-04            -1.8100e-04
beta_Age                          -9.8640e-04             3.7376e-04
beta_Distance                       4.831e-05              1.991e-05
beta_Charity                      -4.1231e-04             4.4519e-04
beta_Income                        1.1418e-04             -5.731e-05
beta_Impairment_Colour             1.9395e-04             5.3383e-04
beta_Impairment_Smell             -3.5537e-04            -1.0633e-04
beta_Impairment_Sound              3.6913e-04             1.5072e-04
beta_Country                        -0.001518             1.0718e-04
beta_White                           0.008057             2.1305e-04
beta_Urbanicity                    2.1305e-04               0.006535
beta_MostRecentVisit              -1.3246e-04             2.4193e-04
beta_WoodlandsScore                -5.615e-06             -3.568e-06
                         beta_MostRecentVisit    beta_WoodlandsScore
asc_C                               -0.001156            -1.5760e-04
mu_Tax                              1.520e-05              1.332e-06
mu_Colour2                         -3.487e-06              2.503e-08
mu_Colour                          -1.548e-05              5.496e-08
mu_Smell2                          -5.423e-07              4.513e-07
mu_Smell                            1.595e-05             -6.186e-07
mu_Sound2                           2.964e-06             -4.772e-07
mu_Sound                            6.819e-06             -1.616e-06
mu_Deadwood2                        1.089e-05             -1.157e-06
mu_Deadwood                         1.992e-06             -1.639e-06
sig_Tax                             6.041e-05              5.840e-07
sig_Sound                          -3.404e-05              1.255e-05
sig_Smell                          1.2311e-04              1.314e-06
sig_Colour                         -9.257e-05             -5.975e-06
sig_Deadwood                       -1.210e-05             -4.480e-06
sig_Sound2                          1.392e-05             -2.276e-06
sig_Smell2                          3.065e-05             -1.125e-07
sig_Colour2                        -1.047e-05             -2.743e-06
sig_Deadwood2                      -1.709e-05             -7.533e-07
beta_Gender                         1.338e-06              1.055e-06
beta_Age                           5.1018e-04             -1.480e-05
beta_Distance                       1.636e-05             -4.403e-07
beta_Charity                      -4.3063e-04              1.913e-06
beta_Income                       -1.5707e-04              1.026e-06
beta_Impairment_Colour             -6.762e-05              5.670e-06
beta_Impairment_Smell             -1.3767e-04              1.696e-05
beta_Impairment_Sound             -1.1909e-04              2.037e-05
beta_Country                       -2.185e-05             -8.906e-06
beta_White                        -1.3246e-04             -5.615e-06
beta_Urbanicity                    2.4193e-04             -3.568e-06
beta_MostRecentVisit               5.9534e-04             -5.039e-06
beta_WoodlandsScore                -5.039e-06              3.639e-06

Robust covariance matrix:
                                        asc_C                 mu_Tax
asc_C                                0.061762              -0.001235
mu_Tax                              -0.001235               0.009168
mu_Colour2                           0.001003            -5.4050e-04
mu_Colour                            0.001622            -7.8251e-04
mu_Smell2                          9.6190e-04             -8.341e-05
mu_Smell                           3.3023e-04               0.001900
mu_Sound2                          6.9436e-04            -2.0194e-04
mu_Sound                           7.3878e-04             7.9833e-04
mu_Deadwood2                       3.6057e-04               0.001655
mu_Deadwood                          0.001422             5.8506e-04
sig_Tax                           -9.8453e-04              -0.004315
sig_Sound                         -6.3126e-04             -9.872e-05
sig_Smell                            0.002723              -0.003722
sig_Colour                           0.001987               0.001397
sig_Deadwood                         0.002392            -4.1996e-04
sig_Sound2                         1.5596e-04             9.6991e-04
sig_Smell2                         1.3608e-04               0.001071
sig_Colour2                        5.4190e-04               0.001673
sig_Deadwood2                        0.001270             7.6491e-04
beta_Gender                         -0.003673            -2.2671e-04
beta_Age                            -0.005682              4.418e-05
beta_Distance                     -5.5209e-04              1.951e-05
beta_Charity                        -0.003554              2.936e-06
beta_Income                         -0.002890            -1.3065e-04
beta_Impairment_Colour              -0.003524             3.4289e-04
beta_Impairment_Smell               -0.002919             -3.175e-05
beta_Impairment_Sound             -1.9734e-04             8.4056e-04
beta_Country                        -0.003480             3.6030e-04
beta_White                          -0.009458            -3.9051e-04
beta_Urbanicity                     -0.013262             7.3314e-04
beta_MostRecentVisit                -0.003260              2.904e-05
beta_WoodlandsScore               -3.7638e-04              7.484e-06
                                   mu_Colour2              mu_Colour
asc_C                                0.001003               0.001622
mu_Tax                            -5.4050e-04            -7.8251e-04
mu_Colour2                           0.002094               0.001251
mu_Colour                            0.001251               0.003301
mu_Smell2                          4.6411e-04             7.4697e-04
mu_Smell                          -1.8831e-04              -0.001138
mu_Sound2                          2.0943e-04             2.2706e-04
mu_Sound                          -3.2564e-04              -0.001318
mu_Deadwood2                        7.156e-05             2.7421e-04
mu_Deadwood                        7.4095e-04             5.5514e-04
sig_Tax                            7.1157e-04             9.7307e-04
sig_Sound                          -2.243e-05             5.0339e-04
sig_Smell                          7.1593e-04             1.2743e-04
sig_Colour                        -3.3556e-04              6.265e-05
sig_Deadwood                        9.602e-05             6.3138e-04
sig_Sound2                         -9.709e-07            -2.4170e-04
sig_Smell2                        -5.7196e-04            -5.7613e-04
sig_Colour2                       -3.3036e-04            -3.7719e-04
sig_Deadwood2                      1.8105e-04             1.7314e-04
beta_Gender                        -2.062e-05              1.928e-05
beta_Age                           -7.060e-05             1.2122e-04
beta_Distance                       5.330e-06             -1.011e-05
beta_Charity                       1.7740e-04             -9.346e-05
beta_Income                        -3.512e-05            -1.8389e-04
beta_Impairment_Colour             2.2633e-04             2.4976e-04
beta_Impairment_Smell             -1.0365e-04             1.1401e-04
beta_Impairment_Sound             -2.2111e-04            -6.3702e-04
beta_Country                       1.1756e-04             -3.789e-05
beta_White                         -3.287e-05            -2.3098e-04
beta_Urbanicity                   -2.4593e-04            -2.8638e-04
beta_MostRecentVisit                3.806e-05              1.659e-05
beta_WoodlandsScore                -1.828e-06             -1.066e-06
                                    mu_Smell2               mu_Smell
asc_C                              9.6190e-04             3.3023e-04
mu_Tax                             -8.341e-05               0.001900
mu_Colour2                         4.6411e-04            -1.8831e-04
mu_Colour                          7.4697e-04              -0.001138
mu_Smell2                            0.001469             4.1722e-04
mu_Smell                           4.1722e-04               0.003382
mu_Sound2                           2.516e-05              4.923e-05
mu_Sound                          -1.8000e-04             6.6086e-04
mu_Deadwood2                       1.0656e-04             9.9909e-04
mu_Deadwood                        4.0919e-04             3.7360e-04
sig_Tax                            1.8578e-04              -0.002184
sig_Sound                         -2.1497e-04            -5.2911e-04
sig_Smell                          3.1455e-04             6.3011e-04
sig_Colour                        -2.2262e-04             5.7561e-04
sig_Deadwood                       -7.762e-05            -4.8811e-04
sig_Sound2                        -1.2209e-04             6.3350e-04
sig_Smell2                        -1.9687e-04             6.4482e-04
sig_Colour2                       -6.5398e-04             7.3054e-04
sig_Deadwood2                      -1.241e-05             4.6784e-04
beta_Gender                         9.763e-05              3.651e-05
beta_Age                            3.640e-05            -2.0122e-04
beta_Distance                      -1.069e-05              7.162e-06
beta_Charity                      -1.4345e-04             1.4957e-04
beta_Income                        -3.560e-06             1.1163e-04
beta_Impairment_Colour              6.355e-05             1.1476e-04
beta_Impairment_Smell             -1.1418e-04            -5.1739e-04
beta_Impairment_Sound               4.096e-05             6.6233e-04
beta_Country                       -8.036e-05             -2.940e-05
beta_White                          7.512e-08             2.5612e-04
beta_Urbanicity                     8.993e-05             4.1321e-04
beta_MostRecentVisit                3.958e-05              8.502e-05
beta_WoodlandsScore                -2.887e-06             -3.370e-06
                                    mu_Sound2               mu_Sound
asc_C                              6.9436e-04             7.3878e-04
mu_Tax                            -2.0194e-04             7.9833e-04
mu_Colour2                         2.0943e-04            -3.2564e-04
mu_Colour                          2.2706e-04              -0.001318
mu_Smell2                           2.516e-05            -1.8000e-04
mu_Smell                            4.923e-05             6.6086e-04
mu_Sound2                            0.001683             9.0862e-04
mu_Sound                           9.0862e-04               0.003218
mu_Deadwood2                       2.8373e-04              7.411e-05
mu_Deadwood                        3.4487e-04             2.3037e-04
sig_Tax                            2.0125e-04            -8.8433e-04
sig_Sound                         -7.0234e-04              -0.002243
sig_Smell                           6.073e-06              -0.001028
sig_Colour                          6.917e-05             2.0987e-04
sig_Deadwood                       2.7925e-04             5.0315e-04
sig_Sound2                         1.4015e-04             4.4938e-04
sig_Smell2                         -9.461e-05             2.1177e-04
sig_Colour2                        3.8349e-04             5.5477e-04
sig_Deadwood2                       1.640e-05             2.7667e-04
beta_Gender                         2.443e-05             1.4235e-04
beta_Age                            3.257e-05              6.507e-05
beta_Distance                       1.348e-06             -7.105e-06
beta_Charity                        1.047e-05             -9.346e-05
beta_Income                       -1.0922e-04             -2.022e-05
beta_Impairment_Colour              7.388e-05             -4.260e-05
beta_Impairment_Smell              3.5285e-04             1.3530e-04
beta_Impairment_Sound              -1.084e-05             4.4459e-04
beta_Country                       1.8446e-04             -1.653e-05
beta_White                        -2.3022e-04             1.4222e-04
beta_Urbanicity                    -6.032e-06             2.3854e-04
beta_MostRecentVisit                4.121e-07             -6.887e-05
beta_WoodlandsScore                -7.922e-07             -4.836e-06
                                 mu_Deadwood2            mu_Deadwood
asc_C                              3.6057e-04               0.001422
mu_Tax                               0.001655             5.8506e-04
mu_Colour2                          7.156e-05             7.4095e-04
mu_Colour                          2.7421e-04             5.5514e-04
mu_Smell2                          1.0656e-04             4.0919e-04
mu_Smell                           9.9909e-04             3.7360e-04
mu_Sound2                          2.8373e-04             3.4487e-04
mu_Sound                            7.411e-05             2.3037e-04
mu_Deadwood2                         0.002338               0.001061
mu_Deadwood                          0.001061               0.002664
sig_Tax                             -0.001590            -4.0122e-04
sig_Sound                         -3.4902e-04              -0.001451
sig_Smell                         -5.0098e-04              -0.001047
sig_Colour                         8.4436e-04             3.4033e-04
sig_Deadwood                       3.9029e-04             5.4296e-04
sig_Sound2                         3.9038e-04             1.0550e-04
sig_Smell2                         4.3794e-04              4.430e-06
sig_Colour2                        9.5112e-04             -3.910e-05
sig_Deadwood2                      8.5392e-04             5.1464e-04
beta_Gender                        -7.693e-06            -2.0454e-04
beta_Age                          -2.6202e-04             -5.641e-05
beta_Distance                       1.439e-05              5.649e-06
beta_Charity                       1.8705e-04             1.6307e-04
beta_Income                        -2.985e-05              2.296e-05
beta_Impairment_Colour             -3.278e-05             -3.172e-05
beta_Impairment_Smell              1.1510e-04             -7.743e-05
beta_Impairment_Sound              2.7034e-04             -3.846e-05
beta_Country                       -4.552e-05              4.436e-05
beta_White                         -7.217e-05              4.952e-05
beta_Urbanicity                     7.812e-05             -3.425e-05
beta_MostRecentVisit                3.900e-06              1.398e-05
beta_WoodlandsScore                 3.753e-06              1.859e-08
                                      sig_Tax              sig_Sound
asc_C                             -9.8453e-04            -6.3126e-04
mu_Tax                              -0.004315             -9.872e-05
mu_Colour2                         7.1157e-04             -2.243e-05
mu_Colour                          9.7307e-04             5.0339e-04
mu_Smell2                          1.8578e-04            -2.1497e-04
mu_Smell                            -0.002184            -5.2911e-04
mu_Sound2                          2.0125e-04            -7.0234e-04
mu_Sound                          -8.8433e-04              -0.002243
mu_Deadwood2                        -0.001590            -3.4902e-04
mu_Deadwood                       -4.0122e-04              -0.001451
sig_Tax                              0.010927              -0.001304
sig_Sound                           -0.001304               0.025872
sig_Smell                            0.001833              -0.003510
sig_Colour                          -0.001591               0.002949
sig_Deadwood                        9.893e-05               0.001515
sig_Sound2                        -7.7651e-04              -0.002236
sig_Smell2                          -0.001162             5.9087e-04
sig_Colour2                         -0.001908             9.6008e-04
sig_Deadwood2                     -5.4091e-04             2.5905e-04
beta_Gender                        1.8677e-04            -2.9656e-04
beta_Age                          -2.9873e-04             6.8558e-04
beta_Distance                      -7.461e-06             -9.326e-06
beta_Charity                       5.0792e-04            -4.0474e-04
beta_Income                        -9.504e-05            -1.1695e-04
beta_Impairment_Colour            -2.4090e-04            -1.3587e-04
beta_Impairment_Smell              -7.285e-05            -1.2416e-04
beta_Impairment_Sound              -3.732e-05            -5.7472e-04
beta_Country                       -2.544e-05            -1.1777e-04
beta_White                         3.0492e-04             9.6173e-04
beta_Urbanicity                    -9.721e-05            -1.9569e-04
beta_MostRecentVisit               1.9395e-04            -1.5148e-04
beta_WoodlandsScore                -9.259e-07              1.056e-05
                                    sig_Smell             sig_Colour
asc_C                                0.002723               0.001987
mu_Tax                              -0.003722               0.001397
mu_Colour2                         7.1593e-04            -3.3556e-04
mu_Colour                          1.2743e-04              6.265e-05
mu_Smell2                          3.1455e-04            -2.2262e-04
mu_Smell                           6.3011e-04             5.7561e-04
mu_Sound2                           6.073e-06              6.917e-05
mu_Sound                            -0.001028             2.0987e-04
mu_Deadwood2                      -5.0098e-04             8.4436e-04
mu_Deadwood                         -0.001047             3.4033e-04
sig_Tax                              0.001833              -0.001591
sig_Sound                           -0.003510               0.002949
sig_Smell                            0.080298              -0.012614
sig_Colour                          -0.012614               0.012792
sig_Deadwood                      -5.0991e-04               0.002756
sig_Sound2                        -4.5248e-04               0.001033
sig_Smell2                           0.001200               0.001751
sig_Colour2                         -0.002507               0.002831
sig_Deadwood2                     -9.6149e-04               0.001917
beta_Gender                          0.001918            -4.4473e-04
beta_Age                             0.001352             1.8512e-04
beta_Distance                      -8.819e-05              9.871e-06
beta_Charity                      -7.4382e-04             1.4045e-04
beta_Income                        9.3032e-04            -1.7123e-04
beta_Impairment_Colour               0.001872            -3.8789e-04
beta_Impairment_Smell               -0.001434             1.4625e-04
beta_Impairment_Sound               3.035e-05              -0.001060
beta_Country                        -0.001735             5.0536e-04
beta_White                          -0.003762             -9.098e-05
beta_Urbanicity                      0.001198            -9.7351e-04
beta_MostRecentVisit               2.7504e-04            -1.0794e-04
beta_WoodlandsScore                -6.094e-05             -1.312e-05
                                 sig_Deadwood             sig_Sound2
asc_C                                0.002392             1.5596e-04
mu_Tax                            -4.1996e-04             9.6991e-04
mu_Colour2                          9.602e-05             -9.709e-07
mu_Colour                          6.3138e-04            -2.4170e-04
mu_Smell2                          -7.762e-05            -1.2209e-04
mu_Smell                          -4.8811e-04             6.3350e-04
mu_Sound2                          2.7925e-04             1.4015e-04
mu_Sound                           5.0315e-04             4.4938e-04
mu_Deadwood2                       3.9029e-04             3.9038e-04
mu_Deadwood                        5.4296e-04             1.0550e-04
sig_Tax                             9.893e-05            -7.7651e-04
sig_Sound                            0.001515              -0.002236
sig_Smell                         -5.0991e-04            -4.5248e-04
sig_Colour                           0.002756               0.001033
sig_Deadwood                         0.010405             4.0416e-04
sig_Sound2                         4.0416e-04               0.003137
sig_Smell2                         8.1787e-04             9.8670e-04
sig_Colour2                          0.001526             9.2886e-04
sig_Deadwood2                        0.001350             6.3192e-04
beta_Gender                        6.1338e-04             2.6535e-04
beta_Age                          -1.2520e-04            -2.0312e-04
beta_Distance                      -2.706e-06              2.130e-05
beta_Charity                      -9.3164e-04             1.7485e-04
beta_Income                        1.4643e-04            -1.4881e-04
beta_Impairment_Colour             1.5834e-04             1.5314e-04
beta_Impairment_Smell              3.0108e-04            -3.5532e-04
beta_Impairment_Sound              3.0799e-04            -1.5414e-04
beta_Country                        -0.001238            -3.3213e-04
beta_White                         1.8328e-04             1.3396e-04
beta_Urbanicity                   -6.3057e-04             -6.877e-05
beta_MostRecentVisit              -2.2534e-04              2.398e-05
beta_WoodlandsScore                -1.705e-05             -5.146e-06
                                   sig_Smell2            sig_Colour2
asc_C                              1.3608e-04             5.4190e-04
mu_Tax                               0.001071               0.001673
mu_Colour2                        -5.7196e-04            -3.3036e-04
mu_Colour                         -5.7613e-04            -3.7719e-04
mu_Smell2                         -1.9687e-04            -6.5398e-04
mu_Smell                           6.4482e-04             7.3054e-04
mu_Sound2                          -9.461e-05             3.8349e-04
mu_Sound                           2.1177e-04             5.5477e-04
mu_Deadwood2                       4.3794e-04             9.5112e-04
mu_Deadwood                         4.430e-06             -3.910e-05
sig_Tax                             -0.001162              -0.001908
sig_Sound                          5.9087e-04             9.6008e-04
sig_Smell                            0.001200              -0.002507
sig_Colour                           0.001751               0.002831
sig_Deadwood                       8.1787e-04               0.001526
sig_Sound2                         9.8670e-04             9.2886e-04
sig_Smell2                           0.005065               0.001282
sig_Colour2                          0.001282               0.004284
sig_Deadwood2                      6.2772e-04               0.001389
beta_Gender                        3.7253e-04             -2.670e-05
beta_Age                          -1.8476e-04             -1.291e-05
beta_Distance                       1.801e-05              9.274e-06
beta_Charity                       -5.449e-05              3.755e-05
beta_Income                       -1.9175e-04            -1.0312e-04
beta_Impairment_Colour            -4.5040e-04             1.7640e-04
beta_Impairment_Smell              -5.925e-06              9.202e-05
beta_Impairment_Sound              2.8472e-04              2.262e-05
beta_Country                      -2.7521e-04            -3.1986e-04
beta_White                          2.363e-05            -1.2404e-04
beta_Urbanicity                    -5.770e-05              5.245e-05
beta_MostRecentVisit               -2.929e-05            -1.2599e-04
beta_WoodlandsScore                -2.503e-06             -1.669e-06
                                sig_Deadwood2            beta_Gender
asc_C                                0.001270              -0.003673
mu_Tax                             7.6491e-04            -2.2671e-04
mu_Colour2                         1.8105e-04             -2.062e-05
mu_Colour                          1.7314e-04              1.928e-05
mu_Smell2                          -1.241e-05              9.763e-05
mu_Smell                           4.6784e-04              3.651e-05
mu_Sound2                           1.640e-05              2.443e-05
mu_Sound                           2.7667e-04             1.4235e-04
mu_Deadwood2                       8.5392e-04             -7.693e-06
mu_Deadwood                        5.1464e-04            -2.0454e-04
sig_Tax                           -5.4091e-04             1.8677e-04
sig_Sound                          2.5905e-04            -2.9656e-04
sig_Smell                         -9.6149e-04               0.001918
sig_Colour                           0.001917            -4.4473e-04
sig_Deadwood                         0.001350             6.1338e-04
sig_Sound2                         6.3192e-04             2.6535e-04
sig_Smell2                         6.2772e-04             3.7253e-04
sig_Colour2                          0.001389             -2.670e-05
sig_Deadwood2                        0.004217            -1.9141e-04
beta_Gender                       -1.9141e-04               0.012019
beta_Age                           1.1792e-04              -0.002975
beta_Distance                       3.171e-06             -3.321e-05
beta_Charity                       2.4712e-04             5.7663e-04
beta_Income                       -1.3543e-04              -0.001520
beta_Impairment_Colour             4.7132e-04             1.8397e-04
beta_Impairment_Smell               4.786e-05            -1.8355e-04
beta_Impairment_Sound             -5.2901e-04              -0.001116
beta_Country                       -6.266e-05             2.4972e-04
beta_White                        -3.4078e-04             2.3730e-04
beta_Urbanicity                   -3.2463e-04             6.7907e-04
beta_MostRecentVisit               -3.860e-05            -1.5670e-04
beta_WoodlandsScore                -3.444e-06              4.476e-06
                                     beta_Age          beta_Distance
asc_C                               -0.005682            -5.5209e-04
mu_Tax                              4.418e-05              1.951e-05
mu_Colour2                         -7.060e-05              5.330e-06
mu_Colour                          1.2122e-04             -1.011e-05
mu_Smell2                           3.640e-05             -1.069e-05
mu_Smell                          -2.0122e-04              7.162e-06
mu_Sound2                           3.257e-05              1.348e-06
mu_Sound                            6.507e-05             -7.105e-06
mu_Deadwood2                      -2.6202e-04              1.439e-05
mu_Deadwood                        -5.641e-05              5.649e-06
sig_Tax                           -2.9873e-04             -7.461e-06
sig_Sound                          6.8558e-04             -9.326e-06
sig_Smell                            0.001352             -8.819e-05
sig_Colour                         1.8512e-04              9.871e-06
sig_Deadwood                      -1.2520e-04             -2.706e-06
sig_Sound2                        -2.0312e-04              2.130e-05
sig_Smell2                        -1.8476e-04              1.801e-05
sig_Colour2                        -1.291e-05              9.274e-06
sig_Deadwood2                      1.1792e-04              3.171e-06
beta_Gender                         -0.002975             -3.321e-05
beta_Age                             0.013790              5.087e-05
beta_Distance                       5.087e-05              3.747e-05
beta_Charity                       9.3024e-04             -5.836e-05
beta_Income                        2.0868e-04              3.192e-05
beta_Impairment_Colour               0.001773             -8.908e-05
beta_Impairment_Smell                0.002349              2.632e-05
beta_Impairment_Sound             -9.9812e-04             -1.637e-05
beta_Country                      -1.3312e-04              4.858e-05
beta_White                          -0.002682              8.488e-05
beta_Urbanicity                    5.4184e-04              7.120e-05
beta_MostRecentVisit                 0.001006              4.142e-05
beta_WoodlandsScore                -2.038e-05             -1.671e-07
                                 beta_Charity            beta_Income
asc_C                               -0.003554              -0.002890
mu_Tax                              2.936e-06            -1.3065e-04
mu_Colour2                         1.7740e-04             -3.512e-05
mu_Colour                          -9.346e-05            -1.8389e-04
mu_Smell2                         -1.4345e-04             -3.560e-06
mu_Smell                           1.4957e-04             1.1163e-04
mu_Sound2                           1.047e-05            -1.0922e-04
mu_Sound                           -9.346e-05             -2.022e-05
mu_Deadwood2                       1.8705e-04             -2.985e-05
mu_Deadwood                        1.6307e-04              2.296e-05
sig_Tax                            5.0792e-04             -9.504e-05
sig_Sound                         -4.0474e-04            -1.1695e-04
sig_Smell                         -7.4382e-04             9.3032e-04
sig_Colour                         1.4045e-04            -1.7123e-04
sig_Deadwood                      -9.3164e-04             1.4643e-04
sig_Sound2                         1.7485e-04            -1.4881e-04
sig_Smell2                         -5.449e-05            -1.9175e-04
sig_Colour2                         3.755e-05            -1.0312e-04
sig_Deadwood2                      2.4712e-04            -1.3543e-04
beta_Gender                        5.7663e-04              -0.001520
beta_Age                           9.3024e-04             2.0868e-04
beta_Distance                      -5.836e-05              3.192e-05
beta_Charity                         0.015734             2.1492e-04
beta_Income                        2.1492e-04               0.006939
beta_Impairment_Colour             8.3224e-04              4.041e-05
beta_Impairment_Smell               -0.002831            -1.1870e-04
beta_Impairment_Sound               -0.004726             4.9877e-04
beta_Country                       5.9683e-04            -6.5478e-04
beta_White                        -2.3223e-04            -1.1929e-04
beta_Urbanicity                      0.001134             6.2302e-04
beta_MostRecentVisit              -6.0948e-04            -2.0653e-04
beta_WoodlandsScore                -1.280e-06             -2.951e-07
                       beta_Impairment_Colour  beta_Impairment_Smell
asc_C                               -0.003524              -0.002919
mu_Tax                             3.4289e-04             -3.175e-05
mu_Colour2                         2.2633e-04            -1.0365e-04
mu_Colour                          2.4976e-04             1.1401e-04
mu_Smell2                           6.355e-05            -1.1418e-04
mu_Smell                           1.1476e-04            -5.1739e-04
mu_Sound2                           7.388e-05             3.5285e-04
mu_Sound                           -4.260e-05             1.3530e-04
mu_Deadwood2                       -3.278e-05             1.1510e-04
mu_Deadwood                        -3.172e-05             -7.743e-05
sig_Tax                           -2.4090e-04             -7.285e-05
sig_Sound                         -1.3587e-04            -1.2416e-04
sig_Smell                            0.001872              -0.001434
sig_Colour                        -3.8789e-04             1.4625e-04
sig_Deadwood                       1.5834e-04             3.0108e-04
sig_Sound2                         1.5314e-04            -3.5532e-04
sig_Smell2                        -4.5040e-04             -5.925e-06
sig_Colour2                        1.7640e-04              9.202e-05
sig_Deadwood2                      4.7132e-04              4.786e-05
beta_Gender                        1.8397e-04            -1.8355e-04
beta_Age                             0.001773               0.002349
beta_Distance                      -8.908e-05              2.632e-05
beta_Charity                       8.3224e-04              -0.002831
beta_Income                         4.041e-05            -1.1870e-04
beta_Impairment_Colour               0.024831              -0.003188
beta_Impairment_Smell               -0.003188               0.028033
beta_Impairment_Sound               -0.011688              -0.009008
beta_Country                        -0.001059              3.611e-05
beta_White                         8.8957e-04              -0.001344
beta_Urbanicity                      0.001449              -0.002405
beta_MostRecentVisit              -4.1434e-04            -7.9368e-04
beta_WoodlandsScore                 1.075e-05              8.361e-05
                        beta_Impairment_Sound           beta_Country
asc_C                             -1.9734e-04              -0.003480
mu_Tax                             8.4056e-04             3.6030e-04
mu_Colour2                        -2.2111e-04             1.1756e-04
mu_Colour                         -6.3702e-04             -3.789e-05
mu_Smell2                           4.096e-05             -8.036e-05
mu_Smell                           6.6233e-04             -2.940e-05
mu_Sound2                          -1.084e-05             1.8446e-04
mu_Sound                           4.4459e-04             -1.653e-05
mu_Deadwood2                       2.7034e-04             -4.552e-05
mu_Deadwood                        -3.846e-05              4.436e-05
sig_Tax                            -3.732e-05             -2.544e-05
sig_Sound                         -5.7472e-04            -1.1777e-04
sig_Smell                           3.035e-05              -0.001735
sig_Colour                          -0.001060             5.0536e-04
sig_Deadwood                       3.0799e-04              -0.001238
sig_Sound2                        -1.5414e-04            -3.3213e-04
sig_Smell2                         2.8472e-04            -2.7521e-04
sig_Colour2                         2.262e-05            -3.1986e-04
sig_Deadwood2                     -5.2901e-04             -6.266e-05
beta_Gender                         -0.001116             2.4972e-04
beta_Age                          -9.9812e-04            -1.3312e-04
beta_Distance                      -1.637e-05              4.858e-05
beta_Charity                        -0.004726             5.9683e-04
beta_Income                        4.9877e-04            -6.5478e-04
beta_Impairment_Colour              -0.011688              -0.001059
beta_Impairment_Smell               -0.009008              3.611e-05
beta_Impairment_Sound                0.035513             2.7058e-04
beta_Country                       2.7058e-04               0.012483
beta_White                        -2.8312e-04              -0.003466
beta_Urbanicity                    7.2221e-04             2.4450e-04
beta_MostRecentVisit                1.564e-05              9.262e-05
beta_WoodlandsScore                 1.273e-05             -3.287e-05
                                   beta_White        beta_Urbanicity
asc_C                               -0.009458              -0.013262
mu_Tax                            -3.9051e-04             7.3314e-04
mu_Colour2                         -3.287e-05            -2.4593e-04
mu_Colour                         -2.3098e-04            -2.8638e-04
mu_Smell2                           7.512e-08              8.993e-05
mu_Smell                           2.5612e-04             4.1321e-04
mu_Sound2                         -2.3022e-04             -6.032e-06
mu_Sound                           1.4222e-04             2.3854e-04
mu_Deadwood2                       -7.217e-05              7.812e-05
mu_Deadwood                         4.952e-05             -3.425e-05
sig_Tax                            3.0492e-04             -9.721e-05
sig_Sound                          9.6173e-04            -1.9569e-04
sig_Smell                           -0.003762               0.001198
sig_Colour                         -9.098e-05            -9.7351e-04
sig_Deadwood                       1.8328e-04            -6.3057e-04
sig_Sound2                         1.3396e-04             -6.877e-05
sig_Smell2                          2.363e-05             -5.770e-05
sig_Colour2                       -1.2404e-04              5.245e-05
sig_Deadwood2                     -3.4078e-04            -3.2463e-04
beta_Gender                        2.3730e-04             6.7907e-04
beta_Age                            -0.002682             5.4184e-04
beta_Distance                       8.488e-05              7.120e-05
beta_Charity                      -2.3223e-04               0.001134
beta_Income                       -1.1929e-04             6.2302e-04
beta_Impairment_Colour             8.8957e-04               0.001449
beta_Impairment_Smell               -0.001344              -0.002405
beta_Impairment_Sound             -2.8312e-04             7.2221e-04
beta_Country                        -0.003466             2.4450e-04
beta_White                           0.017424            -5.7180e-04
beta_Urbanicity                   -5.7180e-04               0.014563
beta_MostRecentVisit              -3.5378e-04               0.001098
beta_WoodlandsScore                -1.633e-07             -1.825e-05
                         beta_MostRecentVisit    beta_WoodlandsScore
asc_C                               -0.003260            -3.7638e-04
mu_Tax                              2.904e-05              7.484e-06
mu_Colour2                          3.806e-05             -1.828e-06
mu_Colour                           1.659e-05             -1.066e-06
mu_Smell2                           3.958e-05             -2.887e-06
mu_Smell                            8.502e-05             -3.370e-06
mu_Sound2                           4.121e-07             -7.922e-07
mu_Sound                           -6.887e-05             -4.836e-06
mu_Deadwood2                        3.900e-06              3.753e-06
mu_Deadwood                         1.398e-05              1.859e-08
sig_Tax                            1.9395e-04             -9.259e-07
sig_Sound                         -1.5148e-04              1.056e-05
sig_Smell                          2.7504e-04             -6.094e-05
sig_Colour                        -1.0794e-04             -1.312e-05
sig_Deadwood                      -2.2534e-04             -1.705e-05
sig_Sound2                          2.398e-05             -5.146e-06
sig_Smell2                         -2.929e-05             -2.503e-06
sig_Colour2                       -1.2599e-04             -1.669e-06
sig_Deadwood2                      -3.860e-05             -3.444e-06
beta_Gender                       -1.5670e-04              4.476e-06
beta_Age                             0.001006             -2.038e-05
beta_Distance                       4.142e-05             -1.671e-07
beta_Charity                      -6.0948e-04             -1.280e-06
beta_Income                       -2.0653e-04             -2.951e-07
beta_Impairment_Colour            -4.1434e-04              1.075e-05
beta_Impairment_Smell             -7.9368e-04              8.361e-05
beta_Impairment_Sound               1.564e-05              1.273e-05
beta_Country                        9.262e-05             -3.287e-05
beta_White                        -3.5378e-04             -1.633e-07
beta_Urbanicity                      0.001098             -1.825e-05
beta_MostRecentVisit                 0.001358             -7.939e-06
beta_WoodlandsScore                -7.939e-06              8.139e-06

Classical correlation matrix:
                                        asc_C                 mu_Tax
asc_C                                1.000000              -0.003265
mu_Tax                              -0.003265               1.000000
mu_Colour2                           0.111426              -0.016090
mu_Colour                            0.139663              -0.104183
mu_Smell2                            0.129551               0.037647
mu_Smell                             0.066518               0.296173
mu_Sound2                            0.071939               0.096333
mu_Sound                             0.016847               0.235362
mu_Deadwood2                         0.079695               0.285055
mu_Deadwood                          0.150166               0.137958
sig_Tax                             -0.055168              -0.501925
sig_Sound                         -6.3193e-04              -0.058044
sig_Smell                           -0.015359              -0.033271
sig_Colour                           0.047005               0.064397
sig_Deadwood                         0.013028               0.039855
sig_Sound2                          -0.032006               0.090997
sig_Smell2                          -0.060126               0.085550
sig_Colour2                         -0.017169               0.096846
sig_Deadwood2                       -0.003842               0.066941
beta_Gender                         -0.190461               0.003007
beta_Age                            -0.179934            -1.4297e-04
beta_Distance                       -0.312562               0.015529
beta_Charity                        -0.112039               0.004514
beta_Income                         -0.110809              -0.018258
beta_Impairment_Colour              -0.106975               0.001382
beta_Impairment_Smell               -0.067527               0.008217
beta_Impairment_Sound               -0.027377               0.018755
beta_Country                        -0.149133            -7.0693e-04
beta_White                          -0.335915              -0.003649
beta_Urbanicity                     -0.422786               0.004064
beta_MostRecentVisit                -0.283774               0.006613
beta_WoodlandsScore                 -0.494850               0.007410
                                   mu_Colour2              mu_Colour
asc_C                                0.111426               0.139663
mu_Tax                              -0.016090              -0.104183
mu_Colour2                           1.000000               0.356966
mu_Colour                            0.356966               1.000000
mu_Smell2                            0.177696               0.278543
mu_Smell                            -0.058347              -0.335055
mu_Sound2                           -0.038181               0.071497
mu_Sound                            -0.193342              -0.403158
mu_Deadwood2                       3.2551e-04               0.077962
mu_Deadwood                          0.219772               0.167022
sig_Tax                              0.018179               0.106170
sig_Sound                            0.039096               0.063386
sig_Smell                           -0.023910               0.001596
sig_Colour                           0.017146               0.099063
sig_Deadwood                         0.049868               0.079044
sig_Sound2                           0.027129              -0.043898
sig_Smell2                          -0.120797              -0.118811
sig_Colour2                         -0.081921              -0.027753
sig_Deadwood2                        0.015638               0.009115
beta_Gender                         -0.004644              -0.010857
beta_Age                           7.2132e-04             8.8958e-04
beta_Distance                      -8.241e-05              -0.005513
beta_Charity                         0.003939              -0.003467
beta_Income                          0.002599               0.005569
beta_Impairment_Colour               0.003162               0.003957
beta_Impairment_Smell               -0.003794              -0.002664
beta_Impairment_Sound              9.0101e-04              -0.004233
beta_Country                        -0.004723               0.004786
beta_White                        -7.9656e-04              -0.005544
beta_Urbanicity                     -0.005341               0.003661
beta_MostRecentVisit                -0.003197              -0.010343
beta_WoodlandsScore                2.9344e-04             4.6980e-04
                                    mu_Smell2               mu_Smell
asc_C                                0.129551               0.066518
mu_Tax                               0.037647               0.296173
mu_Colour2                           0.177696              -0.058347
mu_Colour                            0.278543              -0.335055
mu_Smell2                            1.000000               0.204870
mu_Smell                             0.204870               1.000000
mu_Sound2                           -0.041234               0.037927
mu_Sound                            -0.102599               0.195456
mu_Deadwood2                        -0.002473               0.241083
mu_Deadwood                          0.139936               0.006314
sig_Tax                             -0.037613              -0.307534
sig_Sound                            0.008308              -0.002476
sig_Smell                            0.015562               0.044307
sig_Colour                           0.007551               0.042674
sig_Deadwood                       9.2120e-04              -0.044024
sig_Sound2                          -0.008669               0.064846
sig_Smell2                          -0.090069               0.051875
sig_Colour2                         -0.162746               0.053246
sig_Deadwood2                       -0.008915               0.035408
beta_Gender                        -7.970e-05               0.015194
beta_Age                            -0.001475              -0.003187
beta_Distance                     -6.7731e-04               0.013393
beta_Charity                        -0.002819               0.010252
beta_Income                          0.001167              -0.005917
beta_Impairment_Colour              -0.001706               0.009826
beta_Impairment_Smell               -0.002979               0.005542
beta_Impairment_Sound                0.004529               0.005965
beta_Country                         0.010278              -0.010315
beta_White                          -0.002362             4.6774e-04
beta_Urbanicity                      0.006562              -0.010882
beta_MostRecentVisit              -5.7434e-04               0.011465
beta_WoodlandsScore                  0.006113              -0.005686
                                    mu_Sound2               mu_Sound
asc_C                                0.071939               0.016847
mu_Tax                               0.096333               0.235362
mu_Colour2                          -0.038181              -0.193342
mu_Colour                            0.071497              -0.403158
mu_Smell2                           -0.041234              -0.102599
mu_Smell                             0.037927               0.195456
mu_Sound2                            1.000000               0.221575
mu_Sound                             0.221575               1.000000
mu_Deadwood2                         0.119898               0.014548
mu_Deadwood                          0.041594              -0.033406
sig_Tax                             -0.085527              -0.220971
sig_Sound                           -0.004637              -0.162349
sig_Smell                           -0.010450              -0.045320
sig_Colour                           0.028867               0.011372
sig_Deadwood                         0.043326               0.095964
sig_Sound2                          -0.082133               0.039035
sig_Smell2                           0.021561               0.073561
sig_Colour2                          0.117116               0.040186
sig_Deadwood2                        0.011205               0.012886
beta_Gender                       -1.0795e-04               0.007683
beta_Age                            -0.002923               0.001531
beta_Distance                        0.002803               0.013783
beta_Charity                        -0.004919            -1.1826e-04
beta_Income                         -0.004732              -0.011265
beta_Impairment_Colour               0.006980               0.006912
beta_Impairment_Smell                0.006720               0.013720
beta_Impairment_Sound                0.002399               0.006273
beta_Country                        -0.001091              -0.004122
beta_White                          -0.006014              -0.005455
beta_Urbanicity                     -0.001275              -0.007927
beta_MostRecentVisit                 0.002989               0.005110
beta_WoodlandsScore                 -0.006157              -0.015486
                                 mu_Deadwood2            mu_Deadwood
asc_C                                0.079695               0.150166
mu_Tax                               0.285055               0.137958
mu_Colour2                         3.2551e-04               0.219772
mu_Colour                            0.077962               0.167022
mu_Smell2                           -0.002473               0.139936
mu_Smell                             0.241083               0.006314
mu_Sound2                            0.119898               0.041594
mu_Sound                             0.014548              -0.033406
mu_Deadwood2                         1.000000               0.344963
mu_Deadwood                          0.344963               1.000000
sig_Tax                             -0.268304              -0.115801
sig_Sound                           -0.009409              -0.135054
sig_Smell                            0.039595              -0.035124
sig_Colour                           0.105902               0.058310
sig_Deadwood                         0.083328               0.088058
sig_Sound2                           0.088729               0.012976
sig_Smell2                           0.062186              -0.042250
sig_Colour2                          0.191585               0.014074
sig_Deadwood2                        0.088798               0.022709
beta_Gender                          0.011436               0.002311
beta_Age                            -0.013428              -0.004511
beta_Distance                        0.012512               0.006660
beta_Charity                         0.010681               0.007350
beta_Income                         -0.010247              -0.006546
beta_Impairment_Colour               0.020964               0.011991
beta_Impairment_Smell                0.008539               0.007638
beta_Impairment_Sound                0.008816               0.003652
beta_Country                        -0.015664              -0.019270
beta_White                          -0.009271              -0.007996
beta_Urbanicity                     -0.015487              -0.019533
beta_MostRecentVisit                 0.009973               0.001592
beta_WoodlandsScore                 -0.013557              -0.016756
                                      sig_Tax              sig_Sound
asc_C                               -0.055168            -6.3193e-04
mu_Tax                              -0.501925              -0.058044
mu_Colour2                           0.018179               0.039096
mu_Colour                            0.106170               0.063386
mu_Smell2                           -0.037613               0.008308
mu_Smell                            -0.307534              -0.002476
mu_Sound2                           -0.085527              -0.004637
mu_Sound                            -0.220971              -0.162349
mu_Deadwood2                        -0.268304              -0.009409
mu_Deadwood                         -0.115801              -0.135054
sig_Tax                              1.000000               0.013467
sig_Sound                            0.013467               1.000000
sig_Smell                            0.007470              -0.042954
sig_Colour                          -0.031299               0.173889
sig_Deadwood                        -0.029118               0.031348
sig_Sound2                          -0.045959              -0.149039
sig_Smell2                          -0.050261               0.014842
sig_Colour2                         -0.069434               0.036679
sig_Deadwood2                       -0.028683               0.001886
beta_Gender                         -0.010273              -0.012298
beta_Age                            -0.014229               0.005422
beta_Distance                       -0.006217              -0.010303
beta_Charity                         0.020316              -0.010461
beta_Income                          0.001680               0.010144
beta_Impairment_Colour              -0.001696               0.012324
beta_Impairment_Smell               -0.009236              -0.032348
beta_Impairment_Sound                0.010795              -0.004601
beta_Country                         0.013403               0.008827
beta_White                           0.007197               0.013838
beta_Urbanicity                      0.012720               0.016652
beta_MostRecentVisit                 0.025879              -0.009252
beta_WoodlandsScore                  0.003200               0.043613
                                    sig_Smell             sig_Colour
asc_C                               -0.015359               0.047005
mu_Tax                              -0.033271               0.064397
mu_Colour2                          -0.023910               0.017146
mu_Colour                            0.001596               0.099063
mu_Smell2                            0.015562               0.007551
mu_Smell                             0.044307               0.042674
mu_Sound2                           -0.010450               0.028867
mu_Sound                            -0.045320               0.011372
mu_Deadwood2                         0.039595               0.105902
mu_Deadwood                         -0.035124               0.058310
sig_Tax                              0.007470              -0.031299
sig_Sound                           -0.042954               0.173889
sig_Smell                            1.000000              -0.271994
sig_Colour                          -0.271994               1.000000
sig_Deadwood                        -0.038078               0.091743
sig_Sound2                           0.012041               0.072317
sig_Smell2                           0.087112               0.071605
sig_Colour2                         -0.014825               0.165832
sig_Deadwood2                        0.005931               0.110813
beta_Gender                         -0.009883              -0.002523
beta_Age                             0.018418              -0.014612
beta_Distance                        0.020434              -0.032963
beta_Charity                        -0.035272             8.0117e-04
beta_Income                         -0.008311              -0.015020
beta_Impairment_Colour               0.014573               0.021725
beta_Impairment_Smell               -0.007658               0.001423
beta_Impairment_Sound                0.005498              -0.009413
beta_Country                        -0.025440              -0.005191
beta_White                          -0.030773              -0.030924
beta_Urbanicity                      0.012305              -0.038947
beta_MostRecentVisit                 0.019433              -0.039247
beta_WoodlandsScore                  0.002652              -0.032404
                                 sig_Deadwood             sig_Sound2
asc_C                                0.013028              -0.032006
mu_Tax                               0.039855               0.090997
mu_Colour2                           0.049868               0.027129
mu_Colour                            0.079044              -0.043898
mu_Smell2                          9.2120e-04              -0.008669
mu_Smell                            -0.044024               0.064846
mu_Sound2                            0.043326              -0.082133
mu_Sound                             0.095964               0.039035
mu_Deadwood2                         0.083328               0.088729
mu_Deadwood                          0.088058               0.012976
sig_Tax                             -0.029118              -0.045959
sig_Sound                            0.031348              -0.149039
sig_Smell                           -0.038078               0.012041
sig_Colour                           0.091743               0.072317
sig_Deadwood                         1.000000               0.050072
sig_Sound2                           0.050072               1.000000
sig_Smell2                           0.087769               0.132391
sig_Colour2                          0.129888               0.150753
sig_Deadwood2                        0.116082               0.149749
beta_Gender                         -0.021215               0.024886
beta_Age                             0.010040             9.6172e-04
beta_Distance                        0.023693               0.013524
beta_Charity                        -0.015629               0.012432
beta_Income                        2.5021e-04              -0.011883
beta_Impairment_Colour               0.036444               0.017887
beta_Impairment_Smell                0.004726               0.008776
beta_Impairment_Sound                0.017037               0.002853
beta_Country                        -0.041026              -0.018224
beta_White                          -0.011146               0.009722
beta_Urbanicity                     -0.018417              -0.025989
beta_MostRecentVisit                -0.005006               0.010837
beta_WoodlandsScore                 -0.023707              -0.022663
                                   sig_Smell2            sig_Colour2
asc_C                               -0.060126              -0.017169
mu_Tax                               0.085550               0.096846
mu_Colour2                          -0.120797              -0.081921
mu_Colour                           -0.118811              -0.027753
mu_Smell2                           -0.090069              -0.162746
mu_Smell                             0.051875               0.053246
mu_Sound2                            0.021561               0.117116
mu_Sound                             0.073561               0.040186
mu_Deadwood2                         0.062186               0.191585
mu_Deadwood                         -0.042250               0.014074
sig_Tax                             -0.050261              -0.069434
sig_Sound                            0.014842               0.036679
sig_Smell                            0.087112              -0.014825
sig_Colour                           0.071605               0.165832
sig_Deadwood                         0.087769               0.129888
sig_Sound2                           0.132391               0.150753
sig_Smell2                           1.000000               0.123705
sig_Colour2                          0.123705               1.000000
sig_Deadwood2                        0.087025               0.213870
beta_Gender                          0.029706             6.6679e-04
beta_Age                             0.004416              -0.017202
beta_Distance                        0.005524               0.012797
beta_Charity                        -0.018824               0.007496
beta_Income                         -0.030468               0.001499
beta_Impairment_Colour              -0.008245               0.022693
beta_Impairment_Smell                0.005149               0.020181
beta_Impairment_Sound                0.013737              -0.013795
beta_Country                        -0.035049              -0.005662
beta_White                           0.012127              -0.006585
beta_Urbanicity                     -0.015774              -0.008623
beta_MostRecentVisit                 0.019442              -0.007480
beta_WoodlandsScore               -9.1255e-04              -0.025059
                                sig_Deadwood2            beta_Gender
asc_C                               -0.003842              -0.190461
mu_Tax                               0.066941               0.003007
mu_Colour2                           0.015638              -0.004644
mu_Colour                            0.009115              -0.010857
mu_Smell2                           -0.008915             -7.970e-05
mu_Smell                             0.035408               0.015194
mu_Sound2                            0.011205            -1.0795e-04
mu_Sound                             0.012886               0.007683
mu_Deadwood2                         0.088798               0.011436
mu_Deadwood                          0.022709               0.002311
sig_Tax                             -0.028683              -0.010273
sig_Sound                            0.001886              -0.012298
sig_Smell                            0.005931              -0.009883
sig_Colour                           0.110813              -0.002523
sig_Deadwood                         0.116082              -0.021215
sig_Sound2                           0.149749               0.024886
sig_Smell2                           0.087025               0.029706
sig_Colour2                          0.213870             6.6679e-04
sig_Deadwood2                        1.000000              -0.008680
beta_Gender                         -0.008680               1.000000
beta_Age                             0.005368              -0.167697
beta_Distance                        0.007565               0.031305
beta_Charity                      -9.5670e-04               0.031557
beta_Income                         -0.008999              -0.078648
beta_Impairment_Colour               0.008888               0.041212
beta_Impairment_Smell               -0.004936               0.024920
beta_Impairment_Sound                0.005685              -0.084880
beta_Country                         0.002278               0.046928
beta_White                          -0.012164               0.057947
beta_Urbanicity                     -0.007935              -0.030642
beta_MostRecentVisit                -0.011562             7.5071e-04
beta_WoodlandsScore                 -0.006520               0.007572
                                     beta_Age          beta_Distance
asc_C                               -0.179934              -0.312562
mu_Tax                            -1.4297e-04               0.015529
mu_Colour2                         7.2132e-04             -8.241e-05
mu_Colour                          8.8958e-04              -0.005513
mu_Smell2                           -0.001475            -6.7731e-04
mu_Smell                            -0.003187               0.013393
mu_Sound2                           -0.002923               0.002803
mu_Sound                             0.001531               0.013783
mu_Deadwood2                        -0.013428               0.012512
mu_Deadwood                         -0.004511               0.006660
sig_Tax                             -0.014229              -0.006217
sig_Sound                            0.005422              -0.010303
sig_Smell                            0.018418               0.020434
sig_Colour                          -0.014612              -0.032963
sig_Deadwood                         0.010040               0.023693
sig_Sound2                         9.6172e-04               0.013524
sig_Smell2                           0.004416               0.005524
sig_Colour2                         -0.017202               0.012797
sig_Deadwood2                        0.005368               0.007565
beta_Gender                         -0.167697               0.031305
beta_Age                             1.000000               0.060287
beta_Distance                        0.060287               1.000000
beta_Charity                         0.090836              -0.039293
beta_Income                         -0.070949               0.006583
beta_Impairment_Colour               0.066814              -0.035764
beta_Impairment_Smell                0.094800               0.035711
beta_Impairment_Sound               -0.064498              -0.073119
beta_Country                        -0.045137               0.029039
beta_White                          -0.139823               0.130277
beta_Urbanicity                      0.058827               0.059600
beta_MostRecentVisit                 0.266043               0.162326
beta_WoodlandsScore                 -0.098705              -0.055868
                                 beta_Charity            beta_Income
asc_C                               -0.112039              -0.110809
mu_Tax                               0.004514              -0.018258
mu_Colour2                           0.003939               0.002599
mu_Colour                           -0.003467               0.005569
mu_Smell2                           -0.002819               0.001167
mu_Smell                             0.010252              -0.005917
mu_Sound2                           -0.004919              -0.004732
mu_Sound                          -1.1826e-04              -0.011265
mu_Deadwood2                         0.010681              -0.010247
mu_Deadwood                          0.007350              -0.006546
sig_Tax                              0.020316               0.001680
sig_Sound                           -0.010461               0.010144
sig_Smell                           -0.035272              -0.008311
sig_Colour                         8.0117e-04              -0.015020
sig_Deadwood                        -0.015629             2.5021e-04
sig_Sound2                           0.012432              -0.011883
sig_Smell2                          -0.018824              -0.030468
sig_Colour2                          0.007496               0.001499
sig_Deadwood2                     -9.5670e-04              -0.008999
beta_Gender                          0.031557              -0.078648
beta_Age                             0.090836              -0.070949
beta_Distance                       -0.039293               0.006583
beta_Charity                         1.000000              -0.027801
beta_Income                         -0.027801               1.000000
beta_Impairment_Colour              -0.018195               0.001335
beta_Impairment_Smell               -0.160257               0.002184
beta_Impairment_Sound               -0.106618               0.052445
beta_Country                         0.137612              -0.022475
beta_White                          -0.052537               0.022519
beta_Urbanicity                      0.062985              -0.012550
beta_MostRecentVisit                -0.201856              -0.113954
beta_WoodlandsScore                  0.011468               0.009523
                       beta_Impairment_Colour  beta_Impairment_Smell
asc_C                               -0.106975              -0.067527
mu_Tax                               0.001382               0.008217
mu_Colour2                           0.003162              -0.003794
mu_Colour                            0.003957              -0.002664
mu_Smell2                           -0.001706              -0.002979
mu_Smell                             0.009826               0.005542
mu_Sound2                            0.006980               0.006720
mu_Sound                             0.006912               0.013720
mu_Deadwood2                         0.020964               0.008539
mu_Deadwood                          0.011991               0.007638
sig_Tax                             -0.001696              -0.009236
sig_Sound                            0.012324              -0.032348
sig_Smell                            0.014573              -0.007658
sig_Colour                           0.021725               0.001423
sig_Deadwood                         0.036444               0.004726
sig_Sound2                           0.017887               0.008776
sig_Smell2                          -0.008245               0.005149
sig_Colour2                          0.022693               0.020181
sig_Deadwood2                        0.008888              -0.004936
beta_Gender                          0.041212               0.024920
beta_Age                             0.066814               0.094800
beta_Distance                       -0.035764               0.035711
beta_Charity                        -0.018195              -0.160257
beta_Income                          0.001335               0.002184
beta_Impairment_Colour               1.000000              -0.154423
beta_Impairment_Smell               -0.154423               1.000000
beta_Impairment_Sound               -0.275572              -0.296659
beta_Country                        -0.017480              -0.032428
beta_White                           0.019767              -0.032766
beta_Urbanicity                      0.060411              -0.010886
beta_MostRecentVisit                -0.025354              -0.046697
beta_WoodlandsScore                  0.027193               0.073583
                        beta_Impairment_Sound           beta_Country
asc_C                               -0.027377              -0.149133
mu_Tax                               0.018755            -7.0693e-04
mu_Colour2                         9.0101e-04              -0.004723
mu_Colour                           -0.004233               0.004786
mu_Smell2                            0.004529               0.010278
mu_Smell                             0.005965              -0.010315
mu_Sound2                            0.002399              -0.001091
mu_Sound                             0.006273              -0.004122
mu_Deadwood2                         0.008816              -0.015664
mu_Deadwood                          0.003652              -0.019270
sig_Tax                              0.010795               0.013403
sig_Sound                           -0.004601               0.008827
sig_Smell                            0.005498              -0.025440
sig_Colour                          -0.009413              -0.005191
sig_Deadwood                         0.017037              -0.041026
sig_Sound2                           0.002853              -0.018224
sig_Smell2                           0.013737              -0.035049
sig_Colour2                         -0.013795              -0.005662
sig_Deadwood2                        0.005685               0.002278
beta_Gender                         -0.084880               0.046928
beta_Age                            -0.064498              -0.045137
beta_Distance                       -0.073119               0.029039
beta_Charity                        -0.106618               0.137612
beta_Income                          0.052445              -0.022475
beta_Impairment_Colour              -0.275572              -0.017480
beta_Impairment_Smell               -0.296659              -0.032428
beta_Impairment_Sound                1.000000               0.001102
beta_Country                         0.001102               1.000000
beta_White                           0.030098              -0.225026
beta_Urbanicity                      0.013645               0.017640
beta_MostRecentVisit                -0.035723              -0.011912
beta_WoodlandsScore                  0.078148              -0.062111
                                   beta_White        beta_Urbanicity
asc_C                               -0.335915              -0.422786
mu_Tax                              -0.003649               0.004064
mu_Colour2                        -7.9656e-04              -0.005341
mu_Colour                           -0.005544               0.003661
mu_Smell2                           -0.002362               0.006562
mu_Smell                           4.6774e-04              -0.010882
mu_Sound2                           -0.006014              -0.001275
mu_Sound                            -0.005455              -0.007927
mu_Deadwood2                        -0.009271              -0.015487
mu_Deadwood                         -0.007996              -0.019533
sig_Tax                              0.007197               0.012720
sig_Sound                            0.013838               0.016652
sig_Smell                           -0.030773               0.012305
sig_Colour                          -0.030924              -0.038947
sig_Deadwood                        -0.011146              -0.018417
sig_Sound2                           0.009722              -0.025989
sig_Smell2                           0.012127              -0.015774
sig_Colour2                         -0.006585              -0.008623
sig_Deadwood2                       -0.012164              -0.007935
beta_Gender                          0.057947              -0.030642
beta_Age                            -0.139823               0.058827
beta_Distance                        0.130277               0.059600
beta_Charity                        -0.052537               0.062985
beta_Income                          0.022519              -0.012550
beta_Impairment_Colour               0.019767               0.060411
beta_Impairment_Smell               -0.032766              -0.010886
beta_Impairment_Sound                0.030098               0.013645
beta_Country                        -0.225026               0.017640
beta_White                           1.000000               0.029361
beta_Urbanicity                      0.029361               1.000000
beta_MostRecentVisit                -0.060480               0.122652
beta_WoodlandsScore                 -0.032794              -0.023135
                         beta_MostRecentVisit    beta_WoodlandsScore
asc_C                               -0.283774              -0.494850
mu_Tax                               0.006613               0.007410
mu_Colour2                          -0.003197             2.9344e-04
mu_Colour                           -0.010343             4.6980e-04
mu_Smell2                         -5.7434e-04               0.006113
mu_Smell                             0.011465              -0.005686
mu_Sound2                            0.002989              -0.006157
mu_Sound                             0.005110              -0.015486
mu_Deadwood2                         0.009973              -0.013557
mu_Deadwood                          0.001592              -0.016756
sig_Tax                              0.025879               0.003200
sig_Sound                           -0.009252               0.043613
sig_Smell                            0.019433               0.002652
sig_Colour                          -0.039247              -0.032404
sig_Deadwood                        -0.005006              -0.023707
sig_Sound2                           0.010837              -0.022663
sig_Smell2                           0.019442            -9.1255e-04
sig_Colour2                         -0.007480              -0.025059
sig_Deadwood2                       -0.011562              -0.006520
beta_Gender                        7.5071e-04               0.007572
beta_Age                             0.266043              -0.098705
beta_Distance                        0.162326              -0.055868
beta_Charity                        -0.201856               0.011468
beta_Income                         -0.113954               0.009523
beta_Impairment_Colour              -0.025354               0.027193
beta_Impairment_Smell               -0.046697               0.073583
beta_Impairment_Sound               -0.035723               0.078148
beta_Country                        -0.011912              -0.062111
beta_White                          -0.060480              -0.032794
beta_Urbanicity                      0.122652              -0.023135
beta_MostRecentVisit                 1.000000              -0.108269
beta_WoodlandsScore                 -0.108269               1.000000

Robust correlation matrix:
                                        asc_C                 mu_Tax
asc_C                                1.000000              -0.051882
mu_Tax                              -0.051882               1.000000
mu_Colour2                           0.088231              -0.123353
mu_Colour                            0.113571              -0.142235
mu_Smell2                            0.100989              -0.022728
mu_Smell                             0.022848               0.341175
mu_Sound2                            0.068107              -0.051409
mu_Sound                             0.052404               0.146978
mu_Deadwood2                         0.030007               0.357396
mu_Deadwood                          0.110875               0.118387
sig_Tax                             -0.037898              -0.431121
sig_Sound                           -0.015792              -0.006410
sig_Smell                            0.038668              -0.137179
sig_Colour                           0.070674               0.128961
sig_Deadwood                         0.094349              -0.042997
sig_Sound2                           0.011204               0.180853
sig_Smell2                           0.007693               0.157122
sig_Colour2                          0.033314               0.266941
sig_Deadwood2                        0.078688               0.123013
beta_Gender                         -0.134819              -0.021597
beta_Age                            -0.194688               0.003929
beta_Distance                       -0.362922               0.033289
beta_Charity                        -0.114010             2.4445e-04
beta_Income                         -0.139582              -0.016380
beta_Impairment_Colour              -0.089989               0.022726
beta_Impairment_Smell               -0.070160              -0.001980
beta_Impairment_Sound               -0.004214               0.046583
beta_Country                        -0.125318               0.033679
beta_White                          -0.288297              -0.030897
beta_Urbanicity                     -0.442215               0.063448
beta_MostRecentVisit                -0.355976               0.008230
beta_WoodlandsScore                 -0.530851               0.027396
                                   mu_Colour2              mu_Colour
asc_C                                0.088231               0.113571
mu_Tax                              -0.123353              -0.142235
mu_Colour2                           1.000000               0.475830
mu_Colour                            0.475830               1.000000
mu_Smell2                            0.264621               0.339210
mu_Smell                            -0.070757              -0.340551
mu_Sound2                            0.111562               0.096333
mu_Sound                            -0.125444              -0.404522
mu_Deadwood2                         0.032340               0.098703
mu_Deadwood                          0.313716               0.187203
sig_Tax                              0.148752               0.162013
sig_Sound                           -0.003047               0.054470
sig_Smell                            0.055210               0.007827
sig_Colour                          -0.064834               0.009642
sig_Deadwood                         0.020570               0.107728
sig_Sound2                        -3.7882e-04              -0.075105
sig_Smell2                          -0.175615              -0.140892
sig_Colour2                         -0.110294              -0.100297
sig_Deadwood2                        0.060923               0.046403
beta_Gender                         -0.004110               0.003061
beta_Age                            -0.013137               0.017966
beta_Distance                        0.019027              -0.028740
beta_Charity                         0.030906              -0.012968
beta_Income                         -0.009213              -0.038420
beta_Impairment_Colour               0.031386               0.027586
beta_Impairment_Smell               -0.013528               0.011851
beta_Impairment_Sound               -0.025640              -0.058834
beta_Country                         0.022992              -0.005902
beta_White                          -0.005442              -0.030455
beta_Urbanicity                     -0.044534              -0.041303
beta_MostRecentVisit                 0.022573               0.007835
beta_WoodlandsScore                 -0.014000              -0.006504
                                    mu_Smell2               mu_Smell
asc_C                                0.100989               0.022848
mu_Tax                              -0.022728               0.341175
mu_Colour2                           0.264621              -0.070757
mu_Colour                            0.339210              -0.340551
mu_Smell2                            1.000000               0.187186
mu_Smell                             0.187186               1.000000
mu_Sound2                            0.016000               0.020636
mu_Sound                            -0.082793               0.200321
mu_Deadwood2                         0.057505               0.355300
mu_Deadwood                          0.206860               0.124468
sig_Tax                              0.046372              -0.359263
sig_Sound                           -0.034871              -0.056563
sig_Smell                            0.028962               0.038235
sig_Colour                          -0.051357               0.087511
sig_Deadwood                        -0.019854              -0.082281
sig_Sound2                          -0.056874               0.194484
sig_Smell2                          -0.072176               0.155791
sig_Colour2                         -0.260698               0.191916
sig_Deadwood2                       -0.004985               0.123874
beta_Gender                          0.023237               0.005727
beta_Age                             0.008088              -0.029463
beta_Distance                       -0.045578               0.020119
beta_Charity                        -0.029840               0.020504
beta_Income                         -0.001115               0.023043
beta_Impairment_Colour               0.010523               0.012523
beta_Impairment_Smell               -0.017793              -0.053135
beta_Impairment_Sound                0.005672               0.060434
beta_Country                        -0.018768              -0.004525
beta_White                          1.485e-05               0.033363
beta_Urbanicity                      0.019443               0.058877
beta_MostRecentVisit                 0.028026               0.039671
beta_WoodlandsScore                 -0.026399              -0.020313
                                    mu_Sound2               mu_Sound
asc_C                                0.068107               0.052404
mu_Tax                              -0.051409               0.146978
mu_Colour2                           0.111562              -0.125444
mu_Colour                            0.096333              -0.404522
mu_Smell2                            0.016000              -0.082793
mu_Smell                             0.020636               0.200321
mu_Sound2                            1.000000               0.390453
mu_Sound                             0.390453               1.000000
mu_Deadwood2                         0.143046               0.027021
mu_Deadwood                          0.162884               0.078684
sig_Tax                              0.046931              -0.149134
sig_Sound                           -0.106439              -0.245832
sig_Smell                          5.2246e-04              -0.063948
sig_Colour                           0.014908               0.032711
sig_Deadwood                         0.066734               0.086955
sig_Sound2                           0.060997               0.141437
sig_Smell2                          -0.032405               0.052453
sig_Colour2                          0.142821               0.149416
sig_Deadwood2                        0.006154               0.075105
beta_Gender                          0.005432               0.022889
beta_Age                             0.006762               0.009768
beta_Distance                        0.005369              -0.020463
beta_Charity                         0.002034              -0.013135
beta_Income                         -0.031960              -0.004280
beta_Impairment_Colour               0.011429              -0.004766
beta_Impairment_Smell                0.051371               0.014246
beta_Impairment_Sound               -0.001403               0.041590
beta_Country                         0.040245              -0.002608
beta_White                          -0.042514               0.018993
beta_Urbanicity                     -0.001219               0.034846
beta_MostRecentVisit               2.7264e-04              -0.032945
beta_WoodlandsScore                 -0.006768              -0.029880
                                 mu_Deadwood2            mu_Deadwood
asc_C                                0.030007               0.110875
mu_Tax                               0.357396               0.118387
mu_Colour2                           0.032340               0.313716
mu_Colour                            0.098703               0.187203
mu_Smell2                            0.057505               0.206860
mu_Smell                             0.355300               0.124468
mu_Sound2                            0.143046               0.162884
mu_Sound                             0.027021               0.078684
mu_Deadwood2                         1.000000               0.425084
mu_Deadwood                          0.425084               1.000000
sig_Tax                             -0.314556              -0.074366
sig_Sound                           -0.044877              -0.174744
sig_Smell                           -0.036565              -0.071555
sig_Colour                           0.154402               0.058300
sig_Deadwood                         0.079134               0.103133
sig_Sound2                           0.144150               0.036495
sig_Smell2                           0.127264               0.001206
sig_Colour2                          0.300535              -0.011574
sig_Deadwood2                        0.271955               0.153544
beta_Gender                         -0.001451              -0.036149
beta_Age                            -0.046147              -0.009307
beta_Distance                        0.048607               0.017882
beta_Charity                         0.030841               0.025188
beta_Income                         -0.007412               0.005340
beta_Impairment_Colour              -0.004302              -0.003900
beta_Impairment_Smell                0.014217              -0.008960
beta_Impairment_Sound                0.029670              -0.003955
beta_Country                        -0.008427               0.007692
beta_White                          -0.011308               0.007269
beta_Urbanicity                      0.013388              -0.005498
beta_MostRecentVisit                 0.002189               0.007352
beta_WoodlandsScore                  0.027204             1.2628e-04
                                      sig_Tax              sig_Sound
asc_C                               -0.037898              -0.015792
mu_Tax                              -0.431121              -0.006410
mu_Colour2                           0.148752              -0.003047
mu_Colour                            0.162013               0.054470
mu_Smell2                            0.046372              -0.034871
mu_Smell                            -0.359263              -0.056563
mu_Sound2                            0.046931              -0.106439
mu_Sound                            -0.149134              -0.245832
mu_Deadwood2                        -0.314556              -0.044877
mu_Deadwood                         -0.074366              -0.174744
sig_Tax                              1.000000              -0.077577
sig_Sound                           -0.077577               1.000000
sig_Smell                            0.061887              -0.077009
sig_Colour                          -0.134581               0.162109
sig_Deadwood                         0.009278               0.092334
sig_Sound2                          -0.132627              -0.248242
sig_Smell2                          -0.156193               0.051615
sig_Colour2                         -0.278859               0.091193
sig_Deadwood2                       -0.079681               0.024800
beta_Gender                          0.016298              -0.016818
beta_Age                            -0.024335               0.036296
beta_Distance                       -0.011661              -0.009472
beta_Charity                         0.038737              -0.020061
beta_Income                         -0.010914              -0.008729
beta_Impairment_Colour              -0.014625              -0.005360
beta_Impairment_Smell               -0.004163              -0.004610
beta_Impairment_Sound               -0.001894              -0.018960
beta_Country                        -0.002178              -0.006553
beta_White                           0.022098               0.045296
beta_Urbanicity                     -0.007706              -0.010082
beta_MostRecentVisit                 0.050350              -0.025557
beta_WoodlandsScore                 -0.003105               0.023002
                                    sig_Smell             sig_Colour
asc_C                                0.038668               0.070674
mu_Tax                              -0.137179               0.128961
mu_Colour2                           0.055210              -0.064834
mu_Colour                            0.007827               0.009642
mu_Smell2                            0.028962              -0.051357
mu_Smell                             0.038235               0.087511
mu_Sound2                          5.2246e-04               0.014908
mu_Sound                            -0.063948               0.032711
mu_Deadwood2                        -0.036565               0.154402
mu_Deadwood                         -0.071555               0.058300
sig_Tax                              0.061887              -0.134581
sig_Sound                           -0.077009               0.162109
sig_Smell                            1.000000              -0.393582
sig_Colour                          -0.393582               1.000000
sig_Deadwood                        -0.017641               0.238903
sig_Sound2                          -0.028509               0.163126
sig_Smell2                           0.059520               0.217536
sig_Colour2                         -0.135171               0.382443
sig_Deadwood2                       -0.052249               0.261036
beta_Gender                          0.061725              -0.035867
beta_Age                             0.040625               0.013938
beta_Distance                       -0.050841               0.014257
beta_Charity                        -0.020927               0.009900
beta_Income                          0.039411              -0.018175
beta_Impairment_Colour               0.041915              -0.021764
beta_Impairment_Smell               -0.030218               0.007723
beta_Impairment_Sound              5.6837e-04              -0.049732
beta_Country                        -0.054793               0.039992
beta_White                          -0.100582              -0.006094
beta_Urbanicity                      0.035033              -0.071325
beta_MostRecentVisit                 0.026340              -0.025900
beta_WoodlandsScore                 -0.075377              -0.040667
                                 sig_Deadwood             sig_Sound2
asc_C                                0.094349                0.01120
mu_Tax                              -0.042997                0.18085
mu_Colour2                           0.020570            -3.7882e-04
mu_Colour                            0.107728               -0.07510
mu_Smell2                           -0.019854               -0.05687
mu_Smell                            -0.082281                0.19448
mu_Sound2                            0.066734                0.06100
mu_Sound                             0.086955                0.14144
mu_Deadwood2                         0.079134                0.14415
mu_Deadwood                          0.103133                0.03649
sig_Tax                              0.009278               -0.13263
sig_Sound                            0.092334               -0.24824
sig_Smell                           -0.017641               -0.02851
sig_Colour                           0.238903                0.16313
sig_Deadwood                         1.000000                0.07074
sig_Sound2                           0.070742                1.00000
sig_Smell2                           0.112659                0.24753
sig_Colour2                          0.228571                0.25337
sig_Deadwood2                        0.203835                0.17374
beta_Gender                          0.054850                0.04321
beta_Age                            -0.010452               -0.03088
beta_Distance                       -0.004333                0.06213
beta_Charity                        -0.072814                0.02489
beta_Income                          0.017232               -0.03189
beta_Impairment_Colour               0.009851                0.01735
beta_Impairment_Smell                0.017629               -0.03789
beta_Impairment_Sound                0.016022               -0.01460
beta_Country                        -0.108629               -0.05308
beta_White                           0.013612                0.01812
beta_Urbanicity                     -0.051226               -0.01017
beta_MostRecentVisit                -0.059949                0.01162
beta_WoodlandsScore                 -0.058598               -0.03221
                                   sig_Smell2            sig_Colour2
asc_C                                0.007693               0.033314
mu_Tax                               0.157122               0.266941
mu_Colour2                          -0.175615              -0.110294
mu_Colour                           -0.140892              -0.100297
mu_Smell2                           -0.072176              -0.260698
mu_Smell                             0.155791               0.191916
mu_Sound2                           -0.032405               0.142821
mu_Sound                             0.052453               0.149416
mu_Deadwood2                         0.127264               0.300535
mu_Deadwood                          0.001206              -0.011574
sig_Tax                             -0.156193              -0.278859
sig_Sound                            0.051615               0.091193
sig_Smell                            0.059520              -0.135171
sig_Colour                           0.217536               0.382443
sig_Deadwood                         0.112659               0.228571
sig_Sound2                           0.247528               0.253371
sig_Smell2                           1.000000               0.275184
sig_Colour2                          0.275184               1.000000
sig_Deadwood2                        0.135816               0.326805
beta_Gender                          0.047746              -0.003721
beta_Age                            -0.022107              -0.001679
beta_Distance                        0.041345               0.023148
beta_Charity                        -0.006104               0.004574
beta_Income                         -0.032343              -0.018912
beta_Impairment_Colour              -0.040161               0.017103
beta_Impairment_Smell             -4.9719e-04               0.008396
beta_Impairment_Sound                0.021229               0.001834
beta_Country                        -0.034610              -0.043739
beta_White                           0.002516              -0.014357
beta_Urbanicity                     -0.006718               0.006640
beta_MostRecentVisit                -0.011167              -0.052237
beta_WoodlandsScore                 -0.012327              -0.008939
                                sig_Deadwood2            beta_Gender
asc_C                                0.078688              -0.134819
mu_Tax                               0.123013              -0.021597
mu_Colour2                           0.060923              -0.004110
mu_Colour                            0.046403               0.003061
mu_Smell2                           -0.004985               0.023237
mu_Smell                             0.123874               0.005727
mu_Sound2                            0.006154               0.005432
mu_Sound                             0.075105               0.022889
mu_Deadwood2                         0.271955              -0.001451
mu_Deadwood                          0.153544              -0.036149
sig_Tax                             -0.079681               0.016298
sig_Sound                            0.024800              -0.016818
sig_Smell                           -0.052249               0.061725
sig_Colour                           0.261036              -0.035867
sig_Deadwood                         0.203835               0.054850
sig_Sound2                           0.173735               0.043214
sig_Smell2                           0.135816               0.047746
sig_Colour2                          0.326805              -0.003721
sig_Deadwood2                        1.000000              -0.026885
beta_Gender                         -0.026885               1.000000
beta_Age                             0.015463              -0.231080
beta_Distance                        0.007978              -0.049487
beta_Charity                         0.030337               0.041933
beta_Income                         -0.025034              -0.166493
beta_Impairment_Colour               0.046058               0.010649
beta_Impairment_Smell                0.004402              -0.010000
beta_Impairment_Sound               -0.043227              -0.054027
beta_Country                        -0.008635               0.020388
beta_White                          -0.039754               0.016398
beta_Urbanicity                     -0.041424               0.051328
beta_MostRecentVisit                -0.016129              -0.038788
beta_WoodlandsScore                 -0.018590               0.014309
                                     beta_Age          beta_Distance
asc_C                               -0.194688              -0.362922
mu_Tax                               0.003929               0.033289
mu_Colour2                          -0.013137               0.019027
mu_Colour                            0.017966              -0.028740
mu_Smell2                            0.008088              -0.045578
mu_Smell                            -0.029463               0.020119
mu_Sound2                            0.006762               0.005369
mu_Sound                             0.009768              -0.020463
mu_Deadwood2                        -0.046147               0.048607
mu_Deadwood                         -0.009307               0.017882
sig_Tax                             -0.024335              -0.011661
sig_Sound                            0.036296              -0.009472
sig_Smell                            0.040625              -0.050841
sig_Colour                           0.013938               0.014257
sig_Deadwood                        -0.010452              -0.004333
sig_Sound2                          -0.030881               0.062130
sig_Smell2                          -0.022107               0.041345
sig_Colour2                         -0.001679               0.023148
sig_Deadwood2                        0.015463               0.007978
beta_Gender                         -0.231080              -0.049487
beta_Age                             1.000000               0.070768
beta_Distance                        0.070768               1.000000
beta_Charity                         0.063153              -0.076015
beta_Income                          0.021333               0.062606
beta_Impairment_Colour               0.095817              -0.092350
beta_Impairment_Smell                0.119493               0.025681
beta_Impairment_Sound               -0.045103              -0.014191
beta_Country                        -0.010146               0.071035
beta_White                          -0.173017               0.105051
beta_Urbanicity                      0.038235               0.096394
beta_MostRecentVisit                 0.232403               0.183647
beta_WoodlandsScore                 -0.060829              -0.009570
                                 beta_Charity            beta_Income
asc_C                               -0.114010              -0.139582
mu_Tax                             2.4445e-04              -0.016380
mu_Colour2                           0.030906              -0.009213
mu_Colour                           -0.012968              -0.038420
mu_Smell2                           -0.029840              -0.001115
mu_Smell                             0.020504               0.023043
mu_Sound2                            0.002034              -0.031960
mu_Sound                            -0.013135              -0.004280
mu_Deadwood2                         0.030841              -0.007412
mu_Deadwood                          0.025188               0.005340
sig_Tax                              0.038737              -0.010914
sig_Sound                           -0.020061              -0.008729
sig_Smell                           -0.020927               0.039411
sig_Colour                           0.009900              -0.018175
sig_Deadwood                        -0.072814               0.017232
sig_Sound2                           0.024888              -0.031893
sig_Smell2                          -0.006104              -0.032343
sig_Colour2                          0.004574              -0.018912
sig_Deadwood2                        0.030337              -0.025034
beta_Gender                          0.041933              -0.166493
beta_Age                             0.063153               0.021333
beta_Distance                       -0.076015               0.062606
beta_Charity                         1.000000               0.020568
beta_Income                          0.020568               1.000000
beta_Impairment_Colour               0.042105               0.003078
beta_Impairment_Smell               -0.134807              -0.008511
beta_Impairment_Sound               -0.199943               0.031773
beta_Country                         0.042587              -0.070352
beta_White                          -0.014026              -0.010849
beta_Urbanicity                      0.074886               0.061976
beta_MostRecentVisit                -0.131861              -0.067283
beta_WoodlandsScore                 -0.003577              -0.001242
                       beta_Impairment_Colour  beta_Impairment_Smell
asc_C                               -0.089989              -0.070160
mu_Tax                               0.022726              -0.001980
mu_Colour2                           0.031386              -0.013528
mu_Colour                            0.027586               0.011851
mu_Smell2                            0.010523              -0.017793
mu_Smell                             0.012523              -0.053135
mu_Sound2                            0.011429               0.051371
mu_Sound                            -0.004766               0.014246
mu_Deadwood2                        -0.004302               0.014217
mu_Deadwood                         -0.003900              -0.008960
sig_Tax                             -0.014625              -0.004163
sig_Sound                           -0.005360              -0.004610
sig_Smell                            0.041915              -0.030218
sig_Colour                          -0.021764               0.007723
sig_Deadwood                         0.009851               0.017629
sig_Sound2                           0.017351              -0.037890
sig_Smell2                          -0.040161            -4.9719e-04
sig_Colour2                          0.017103               0.008396
sig_Deadwood2                        0.046058               0.004402
beta_Gender                          0.010649              -0.010000
beta_Age                             0.095817               0.119493
beta_Distance                       -0.092350               0.025681
beta_Charity                         0.042105              -0.134807
beta_Income                          0.003078              -0.008511
beta_Impairment_Colour               1.000000              -0.120820
beta_Impairment_Smell               -0.120820               1.000000
beta_Impairment_Sound               -0.393599              -0.285502
beta_Country                        -0.060167               0.001930
beta_White                           0.042767              -0.060834
beta_Urbanicity                      0.076186              -0.119054
beta_MostRecentVisit                -0.071356              -0.128641
beta_WoodlandsScore                  0.023910               0.175030
                        beta_Impairment_Sound           beta_Country
asc_C                               -0.004214              -0.125318
mu_Tax                               0.046583               0.033679
mu_Colour2                          -0.025640               0.022992
mu_Colour                           -0.058834              -0.005902
mu_Smell2                            0.005672              -0.018768
mu_Smell                             0.060434              -0.004525
mu_Sound2                           -0.001403               0.040245
mu_Sound                             0.041590              -0.002608
mu_Deadwood2                         0.029670              -0.008427
mu_Deadwood                         -0.003955               0.007692
sig_Tax                             -0.001894              -0.002178
sig_Sound                           -0.018960              -0.006553
sig_Smell                          5.6837e-04              -0.054793
sig_Colour                          -0.049732               0.039992
sig_Deadwood                         0.016022              -0.108629
sig_Sound2                          -0.014603              -0.053075
sig_Smell2                           0.021229              -0.034610
sig_Colour2                          0.001834              -0.043739
sig_Deadwood2                       -0.043227              -0.008635
beta_Gender                         -0.054027               0.020388
beta_Age                            -0.045103              -0.010146
beta_Distance                       -0.014191               0.071035
beta_Charity                        -0.199943               0.042587
beta_Income                          0.031773              -0.070352
beta_Impairment_Colour              -0.393599              -0.060167
beta_Impairment_Smell               -0.285502               0.001930
beta_Impairment_Sound                1.000000               0.012851
beta_Country                         0.012851               1.000000
beta_White                          -0.011381              -0.235037
beta_Urbanicity                      0.031758               0.018134
beta_MostRecentVisit                 0.002253               0.022496
beta_WoodlandsScore                  0.023682              -0.103124
                                   beta_White        beta_Urbanicity
asc_C                               -0.288297              -0.442215
mu_Tax                              -0.030897               0.063448
mu_Colour2                          -0.005442              -0.044534
mu_Colour                           -0.030455              -0.041303
mu_Smell2                           1.485e-05               0.019443
mu_Smell                             0.033363               0.058877
mu_Sound2                           -0.042514              -0.001219
mu_Sound                             0.018993               0.034846
mu_Deadwood2                        -0.011308               0.013388
mu_Deadwood                          0.007269              -0.005498
sig_Tax                              0.022098              -0.007706
sig_Sound                            0.045296              -0.010082
sig_Smell                           -0.100582               0.035033
sig_Colour                          -0.006094              -0.071325
sig_Deadwood                         0.013612              -0.051226
sig_Sound2                           0.018119              -0.010175
sig_Smell2                           0.002516              -0.006718
sig_Colour2                         -0.014357               0.006640
sig_Deadwood2                       -0.039754              -0.041424
beta_Gender                          0.016398               0.051328
beta_Age                            -0.173017               0.038235
beta_Distance                        0.105051               0.096394
beta_Charity                        -0.014026               0.074886
beta_Income                         -0.010849               0.061976
beta_Impairment_Colour               0.042767               0.076186
beta_Impairment_Smell               -0.060834              -0.119054
beta_Impairment_Sound               -0.011381               0.031758
beta_Country                        -0.235037               0.018134
beta_White                           1.000000              -0.035896
beta_Urbanicity                     -0.035896               1.000000
beta_MostRecentVisit                -0.072731               0.246954
beta_WoodlandsScore               -4.3352e-04              -0.053006
                         beta_MostRecentVisit    beta_WoodlandsScore
asc_C                               -0.355976              -0.530851
mu_Tax                               0.008230               0.027396
mu_Colour2                           0.022573              -0.014000
mu_Colour                            0.007835              -0.006504
mu_Smell2                            0.028026              -0.026399
mu_Smell                             0.039671              -0.020313
mu_Sound2                          2.7264e-04              -0.006768
mu_Sound                            -0.032945              -0.029880
mu_Deadwood2                         0.002189               0.027204
mu_Deadwood                          0.007352             1.2628e-04
sig_Tax                              0.050350              -0.003105
sig_Sound                           -0.025557               0.023002
sig_Smell                            0.026340              -0.075377
sig_Colour                          -0.025900              -0.040667
sig_Deadwood                        -0.059949              -0.058598
sig_Sound2                           0.011617              -0.032205
sig_Smell2                          -0.011167              -0.012327
sig_Colour2                         -0.052237              -0.008939
sig_Deadwood2                       -0.016129              -0.018590
beta_Gender                         -0.038788               0.014309
beta_Age                             0.232403              -0.060829
beta_Distance                        0.183647              -0.009570
beta_Charity                        -0.131861              -0.003577
beta_Income                         -0.067283              -0.001242
beta_Impairment_Colour              -0.071356               0.023910
beta_Impairment_Smell               -0.128641               0.175030
beta_Impairment_Sound                0.002253               0.023682
beta_Country                         0.022496              -0.103124
beta_White                          -0.072731            -4.3352e-04
beta_Urbanicity                      0.246954              -0.053006
beta_MostRecentVisit                 1.000000              -0.075512
beta_WoodlandsScore                 -0.075512               1.000000

 20 worst outliers in terms of lowest average per choice prediction:
   ID Avg prob per choice
 2456           0.1237057
 2179           0.1409133
 2370           0.1457406
 5476           0.1469263
 5638           0.1527605
 2554           0.1557498
 5847           0.1569064
 2227           0.1623310
 5928           0.1640811
 2259           0.1651781
 5615           0.1671454
 5767           0.1700103
 5642           0.1733191
 2416           0.1756265
 2183           0.1800116
 5712           0.1815689
 2674           0.1822049
 2205           0.1863980
 6282           0.1896757
 2382           0.1901039

Changes in parameter estimates from starting values:
                           Initial    Estimate  Difference
asc_A                      0.00000    0.000000    0.000000
asc_B                      0.00000    0.000000    0.000000
asc_C                     -0.13286   -0.300909   -0.168049
mu_Tax                    -3.00000   -3.247740   -0.247740
mu_Colour2                 0.13935    0.179708    0.040358
mu_Colour                  0.13810    0.158786    0.020686
mu_Smell2                  0.10648    0.092311   -0.014169
mu_Smell                   0.05940    0.136741    0.077341
mu_Sound2                  0.06460    0.103841    0.039241
mu_Sound                   0.14198    0.061881   -0.080099
mu_Deadwood2               0.41339    0.715790    0.302400
mu_Deadwood                0.25806    0.318564    0.060504
sig_Tax                    0.01000    2.807346    2.797346
sig_Sound                  0.01000   -0.399636   -0.409636
sig_Smell                  0.01000    0.191673    0.181673
sig_Colour                 0.01000    0.548711    0.538711
sig_Deadwood               0.01000    0.518474    0.508474
sig_Sound2                 0.01000    0.892782    0.882782
sig_Smell2                 0.01000    0.522207    0.512207
sig_Colour2                0.01000    0.978521    0.968521
sig_Deadwood2              0.01000    0.714756    0.704756
beta_Gender                0.00000   -0.069019   -0.069019
beta_Age                   0.00000   -0.096027   -0.096027
beta_Distance              0.00000   -0.006871   -0.006871
beta_Charity               0.00000   -0.241647   -0.241647
beta_Income                0.00000   -0.138288   -0.138288
beta_Impairment_Colour     0.00000    0.300451    0.300451
beta_Impairment_Smell      0.00000    0.146017    0.146017
beta_Impairment_Sound      0.00000   -0.049359   -0.049359
beta_Country               0.00000   -0.377981   -0.377981
beta_White                 0.00000   -0.316093   -0.316093
beta_Urbanicity            0.00000   -0.078437   -0.078437
beta_MostRecentVisit       0.00000   -0.012966   -0.012966
beta_WoodlandsScore        0.00000   -0.006425   -0.006425

Settings and functions used in model definition:

apollo_control
--------------
                       Value                                    
nCores                 "10"                                     
mixing                 "TRUE"                                   
modelDescr             "H1_Summer_PreferenceSpaceModel_Balanced"
modelName              "H1_Summer_PreferenceSpaceModel_Balanced"
indivID                "Respondent"                             
outputDirectory        "CEOutputData/H1/Balanced/"              
weights                "Weights"                                
debug                  "FALSE"                                  
workInLogs             "FALSE"                                  
seed                   "13"                                     
HB                     "FALSE"                                  
noValidation           "FALSE"                                  
noDiagnostics          "FALSE"                                  
calculateLLC           "TRUE"                                   
analyticHessian        "FALSE"                                  
panelData              "TRUE"                                   
analyticGrad           "TRUE"                                   
analyticGrad_manualSet "FALSE"                                  
overridePanel          "FALSE"                                  
preventOverridePanel   "FALSE"                                  
noModification         "FALSE"                                  

Hessian routines attempted
--------------------------
numerical jacobian of LL analytical gradient

Scaling used in computing Hessian
---------------------------------
                             Value
asc_C                  0.300908823
mu_Tax                 3.247740179
mu_Colour2             0.179707596
mu_Colour              0.158786448
mu_Smell2              0.092311111
mu_Smell               0.136741045
mu_Sound2              0.103841274
mu_Sound               0.061880937
mu_Deadwood2           0.715789559
mu_Deadwood            0.318564262
sig_Tax                2.807346021
sig_Sound              0.399636209
sig_Smell              0.191672696
sig_Colour             0.548710750
sig_Deadwood           0.518474413
sig_Sound2             0.892782294
sig_Smell2             0.522207163
sig_Colour2            0.978521305
sig_Deadwood2          0.714756471
beta_Gender            0.069019405
beta_Age               0.096027192
beta_Distance          0.006870751
beta_Charity           0.241646836
beta_Income            0.138287970
beta_Impairment_Colour 0.300450856
beta_Impairment_Smell  0.146017123
beta_Impairment_Sound  0.049359306
beta_Country           0.377980745
beta_White             0.316093111
beta_Urbanicity        0.078436808
beta_MostRecentVisit   0.012965566
beta_WoodlandsScore    0.006424773


apollo_randCoeff
------------------
function (apollo_beta, apollo_inputs) 
{
    randcoeff = list()
    randcoeff[["beta_Tax"]] = -exp(mu_Tax + sig_Tax * draws_Tax)
    randcoeff[["b_Smell"]] = (mu_Smell + sig_Smell * draws_Smell)
    randcoeff[["b_Sound"]] = (mu_Sound + sig_Sound * draws_Sound)
    randcoeff[["b_Colour"]] = (mu_Colour + sig_Colour * draws_Colour)
    randcoeff[["b_Deadwood"]] = (mu_Deadwood + sig_Deadwood * 
        draws_Deadwood)
    randcoeff[["b_Smell2"]] = (mu_Smell2 + sig_Smell2 * draws_Smell2)
    randcoeff[["b_Sound2"]] = (mu_Sound2 + sig_Sound2 * draws_Sound2)
    randcoeff[["b_Colour2"]] = (mu_Colour2 + sig_Colour2 * draws_Colour2)
    randcoeff[["b_Deadwood2"]] = (mu_Deadwood2 + sig_Deadwood2 * 
        draws_Deadwood2)
    return(randcoeff)
}
<bytecode: 0x84eb628>


apollo_probabilities
----------------------
function (apollo_beta, apollo_inputs, functionality = "estimate") 
{
    apollo_attach(apollo_beta, apollo_inputs)
    on.exit(apollo_detach(apollo_beta, apollo_inputs))
    asc_C1 = asc_C + beta_Gender * Gender + beta_Age * DummyAge + 
        beta_Income * IncomeDummy + beta_Country * CountryDummy + 
        beta_White * EthnicityDummyWhite + beta_Urbanicity * 
        Urbanicity + beta_Distance * MilesDistance + beta_Charity * 
        Charity + beta_Impairment_Colour * SightIssues + beta_Impairment_Smell * 
        SmellIssues + beta_Impairment_Sound * HearingIssues + 
        beta_MostRecentVisit * MostRecentVisit + beta_WoodlandsScore * 
        WoodlandsScore
    P = list()
    V = list()
    V[["A"]] = asc_A + beta_Tax * Tax1 + b_Colour * (Colour1 == 
        1) + b_Colour2 * (Colour1 == 2) + b_Smell * (Smell1 == 
        1) + b_Smell2 * (Smell1 == 2) + b_Sound * (Sound1 == 
        1) + b_Sound2 * (Sound1 == 2) + b_Deadwood * (Deadwood1 == 
        7) + b_Deadwood2 * (Deadwood1 == 15)
    V[["B"]] = asc_B + beta_Tax * Tax2 + b_Colour * (Colour2 == 
        1) + b_Colour2 * (Colour2 == 2) + b_Smell * (Smell2 == 
        1) + b_Smell2 * (Smell2 == 2) + b_Sound * (Sound2 == 
        1) + b_Sound2 * (Sound2 == 2) + b_Deadwood * (Deadwood2 == 
        7) + b_Deadwood2 * (Deadwood2 == 15)
    V[["C"]] = asc_C1
    mnl_settings = list(alternatives = c(A = 1, B = 2, C = 3), 
        avail = list(A = 1, B = 1, C = 1), choiceVar = Choice, 
        V = V)
    P[["model"]] = apollo_mnl(mnl_settings, functionality)
    P = apollo_panelProd(P, apollo_inputs, functionality)
    P = apollo_avgInterDraws(P, apollo_inputs, functionality)
    P = apollo_weighting(P, apollo_inputs, functionality)
    P = apollo_prepareProb(P, apollo_inputs, functionality)
    return(P)
}
