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_Autumn_PreferenceSpaceModel_Balanced
Model description                           : H1_Autumn_PreferenceSpaceModel_Balanced
Model run at                                : 2024-07-17 19:02:47.371133
Estimation method                           : bgw
Model diagnosis                             : Relative function convergence
Optimisation diagnosis                      : Maximum found
     hessian properties                     : Negative definite
     maximum eigenvalue                     : -8.377281
     reciprocal of condition number         : 3.19112e-06
Number of individuals                       : 1748
Number of rows in database                  : 15732
Number of modelled outcomes                 : 15732

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

LL(start)                                   : -18571.28
LL at equal shares, LL(0)                   : -17282.61
LL at observed shares, LL(C)                : -17177.35
LL(final)                                   : -13213.81
Rho-squared vs equal shares                  :  0.2354 
Adj.Rho-squared vs equal shares              :  0.2336 
Rho-squared vs observed shares               :  0.2307 
Adj.Rho-squared vs observed shares           :  0.229 
AIC                                         :  26491.62 
BIC                                         :  26736.85 

Estimated parameters                        : 32
Time taken (hh:mm:ss)                       :  00:30:56.97 
     pre-estimation                         :  00:04:1.61 
     estimation                             :  00:04:1.56 
          initial estimation                :  00:03:35.55 
          estimation after rescaling        :  00:00:26.02 
     post-estimation                        :  00:22:53.8 
Iterations                                  :  28  
     initial estimation                     :  27 
     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                     0.186079    0.164905      1.1284    0.129575
mu_Tax                   -3.520678    0.096941    -36.3177    0.000000
mu_Colour2                0.291207    0.043663      6.6695   1.284e-11
mu_Colour                 0.352624    0.060652      5.8139   3.052e-09
mu_Smell2                 0.150031    0.037312      4.0210   2.897e-05
mu_Smell                  0.207940    0.057113      3.6409  1.3586e-04
mu_Sound2                 0.267344    0.041374      6.4616   5.179e-11
mu_Sound                  0.197335    0.053935      3.6588  1.2670e-04
mu_Deadwood2              0.731227    0.044521     16.4245    0.000000
mu_Deadwood               0.333341    0.052561      6.3420   1.134e-10
sig_Tax                   2.802597    0.099402     28.1945    0.000000
sig_Sound                 0.156081    0.344215      0.4534    0.325115
sig_Smell                -0.422369    0.140558     -3.0050    0.001328
sig_Colour                0.515920    0.105565      4.8872   5.113e-07
sig_Deadwood              0.713144    0.080009      8.9133    0.000000
sig_Sound2                0.955445    0.052668     18.1409    0.000000
sig_Smell2                0.448694    0.070108      6.4000   7.767e-11
sig_Colour2               0.968904    0.054218     17.8705    0.000000
sig_Deadwood2             0.742790    0.060369     12.3041    0.000000
beta_Gender              -0.179722    0.074537     -2.4112    0.007950
beta_Age                 -0.499199    0.080217     -6.2231   2.437e-10
beta_Distance            -0.001697    0.004312     -0.3934    0.346994
beta_Charity             -0.145387    0.086534     -1.6801    0.046467
beta_Income              -0.337077    0.056883     -5.9258   1.554e-09
beta_Impairment_Colour   -0.319422    0.115853     -2.7571    0.002916
beta_Impairment_Smell     0.075407    0.114902      0.6563    0.255826
beta_Impairment_Sound     0.119468    0.140819      0.8484    0.198113
beta_Country             -0.277746    0.073915     -3.7577   8.576e-05
beta_White               -0.176896    0.088552     -1.9977    0.022877
beta_Urbanicity          -0.168021    0.079802     -2.1055    0.017625
beta_MostRecentVisit     -0.017718    0.025159     -0.7042    0.240640
beta_WoodlandsScore      -0.005793    0.001823     -3.1776  7.4243e-04
                          Rob.s.e. Rob.t.rat.(0)  p(1-sided)
asc_A                           NA            NA          NA
asc_B                           NA            NA          NA
asc_C                     0.241391        0.7709    0.220395
mu_Tax                    0.095862      -36.7265    0.000000
mu_Colour2                0.044264        6.5788   2.371e-11
mu_Colour                 0.056771        6.2113   2.627e-10
mu_Smell2                 0.035628        4.2111   1.271e-05
mu_Smell                  0.055981        3.7145  1.0182e-04
mu_Sound2                 0.043060        6.2087   2.672e-10
mu_Sound                  0.054310        3.6335  1.3981e-04
mu_Deadwood2              0.047355       15.4415    0.000000
mu_Deadwood               0.052868        6.3052   1.439e-10
sig_Tax                   0.113381       24.7184    0.000000
sig_Sound                 0.414834        0.3763    0.353366
sig_Smell                 0.146729       -2.8786    0.001997
sig_Colour                0.108679        4.7472   1.031e-06
sig_Deadwood              0.089372        7.9795   7.772e-16
sig_Sound2                0.057248       16.6894    0.000000
sig_Smell2                0.076234        5.8858   1.981e-09
sig_Colour2               0.058721       16.5002    0.000000
sig_Deadwood2             0.067036       11.0804    0.000000
beta_Gender               0.115037       -1.5623    0.059109
beta_Age                  0.127381       -3.9189   4.447e-05
beta_Distance             0.006607       -0.2568    0.398676
beta_Charity              0.131416       -1.1063    0.134295
beta_Income               0.083070       -4.0577   2.478e-05
beta_Impairment_Colour    0.159863       -1.9981    0.022853
beta_Impairment_Smell     0.177140        0.4257    0.335167
beta_Impairment_Sound     0.206761        0.5778    0.281697
beta_Country              0.113243       -2.4527    0.007090
beta_White                0.138599       -1.2763    0.100923
beta_Urbanicity           0.120316       -1.3965    0.081282
beta_MostRecentVisit      0.040185       -0.4409    0.329638
beta_WoodlandsScore       0.002789       -2.0770    0.018903


Overview of choices for MNL model component :
                                        A        B        C
Times available                  15732.00 15732.00 15732.00
Times chosen                      5866.00  5448.00  4418.00
Percentage chosen overall           37.29    34.63    28.08
Percentage chosen when available    37.29    34.63    28.08



Classical covariance matrix:
                                        asc_C                 mu_Tax
asc_C                                0.027194              4.141e-05
mu_Tax                              4.141e-05               0.009398
mu_Colour2                         7.4607e-04              1.113e-05
mu_Colour                            0.001406            -5.4964e-04
mu_Smell2                          8.2525e-04             2.0172e-04
mu_Smell                           6.1920e-04               0.001569
mu_Sound2                          5.1130e-04             4.5312e-04
mu_Sound                           1.6097e-04               0.001334
mu_Deadwood2                       6.0268e-04               0.001206
mu_Deadwood                          0.001060             6.0414e-04
sig_Tax                             -0.001005              -0.005037
sig_Sound                           -0.003388               0.001161
sig_Smell                          2.8712e-04             4.1217e-04
sig_Colour                         9.3139e-04             9.6444e-04
sig_Deadwood                       4.0017e-04             7.0700e-04
sig_Sound2                        -2.4933e-04             3.7125e-04
sig_Smell2                        -4.0361e-04             4.1136e-04
sig_Colour2                        -1.989e-05             4.4036e-04
sig_Deadwood2                     -1.6858e-04             1.6286e-04
beta_Gender                         -0.001270              6.997e-05
beta_Age                            -0.001123             -1.233e-05
beta_Distance                     -1.5406e-04              1.074e-05
beta_Charity                        -0.001417             1.4647e-04
beta_Income                         -0.001682             -6.073e-05
beta_Impairment_Colour              -0.001347            -1.9575e-04
beta_Impairment_Smell               -0.001922             -8.847e-05
beta_Impairment_Sound              6.0146e-04             1.7076e-04
beta_Country                        -0.002848             1.2057e-04
beta_White                          -0.005495             -1.009e-05
beta_Urbanicity                     -0.005472             -7.293e-05
beta_MostRecentVisit              -8.3964e-04              2.115e-05
beta_WoodlandsScore               -1.7231e-04             -6.597e-07
                                   mu_Colour2              mu_Colour
asc_C                              7.4607e-04               0.001406
mu_Tax                              1.113e-05            -5.4964e-04
mu_Colour2                           0.001906             9.2203e-04
mu_Colour                          9.2203e-04               0.003679
mu_Smell2                          2.1217e-04             5.5675e-04
mu_Smell                          -1.1033e-04              -0.001103
mu_Sound2                          -8.978e-06             1.7015e-04
mu_Sound                          -4.3156e-04              -0.001334
mu_Deadwood2                        4.353e-05             2.4173e-04
mu_Deadwood                        4.9260e-04             5.8030e-04
sig_Tax                             2.680e-05             6.1398e-04
sig_Sound                         -5.0835e-04            -5.4960e-04
sig_Smell                          1.0479e-04             -7.134e-05
sig_Colour                         1.1951e-04             6.0881e-04
sig_Deadwood                       2.1874e-04             4.1734e-04
sig_Sound2                         1.0446e-04             -6.179e-05
sig_Smell2                        -2.6883e-04            -3.8016e-04
sig_Colour2                       -1.1772e-04              6.657e-06
sig_Deadwood2                       9.074e-05              6.685e-05
beta_Gender                        -1.397e-05             -3.135e-05
beta_Age                            3.702e-06             -9.610e-05
beta_Distance                      -1.548e-07             -1.910e-06
beta_Charity                       -4.788e-06             -4.459e-05
beta_Income                         2.622e-05             -6.555e-06
beta_Impairment_Colour             -1.055e-05             -1.020e-05
beta_Impairment_Smell               1.767e-05              2.950e-06
beta_Impairment_Sound              -1.466e-05              2.795e-05
beta_Country                        2.326e-06             -1.394e-05
beta_White                          1.015e-05             -2.121e-05
beta_Urbanicity                    -2.457e-06              6.896e-06
beta_MostRecentVisit               -1.778e-06             -5.004e-06
beta_WoodlandsScore                -2.694e-08             -3.790e-07
                                    mu_Smell2               mu_Smell
asc_C                              8.2525e-04             6.1920e-04
mu_Tax                             2.0172e-04               0.001569
mu_Colour2                         2.1217e-04            -1.1033e-04
mu_Colour                          5.5675e-04              -0.001103
mu_Smell2                            0.001392             4.9301e-04
mu_Smell                           4.9301e-04               0.003262
mu_Sound2                          -3.932e-05             1.0557e-04
mu_Sound                          -1.7121e-04             5.5373e-04
mu_Deadwood2                       -3.401e-06             5.9369e-04
mu_Deadwood                        2.6480e-04             -2.150e-05
sig_Tax                           -1.8525e-04              -0.001577
sig_Sound                          2.1641e-04            -2.7245e-04
sig_Smell                           1.614e-05            -6.6497e-04
sig_Colour                         1.5225e-04             3.9497e-04
sig_Deadwood                        4.641e-06             -9.953e-05
sig_Sound2                          1.575e-05             1.9171e-04
sig_Smell2                        -1.7889e-04             1.6750e-04
sig_Colour2                       -2.4795e-04             1.2506e-04
sig_Deadwood2                      -2.493e-05             1.0212e-04
beta_Gender                         9.681e-06              1.632e-07
beta_Age                           -4.843e-05              6.032e-05
beta_Distance                      -1.141e-06              2.888e-06
beta_Charity                        7.237e-06              4.139e-05
beta_Income                        -2.402e-05             -1.684e-06
beta_Impairment_Colour              4.058e-06             -1.595e-05
beta_Impairment_Smell              -5.219e-06              5.758e-05
beta_Impairment_Sound               2.625e-05             -1.661e-05
beta_Country                       -1.363e-05              7.697e-06
beta_White                         -9.166e-06              1.277e-05
beta_Urbanicity                     9.385e-07             -1.781e-05
beta_MostRecentVisit                2.613e-06              1.416e-05
beta_WoodlandsScore                -6.329e-09             -1.510e-06
                                    mu_Sound2               mu_Sound
asc_C                              5.1130e-04             1.6097e-04
mu_Tax                             4.5312e-04               0.001334
mu_Colour2                         -8.978e-06            -4.3156e-04
mu_Colour                          1.7015e-04              -0.001334
mu_Smell2                          -3.932e-05            -1.7121e-04
mu_Smell                           1.0557e-04             5.5373e-04
mu_Sound2                            0.001712             5.1764e-04
mu_Sound                           5.1764e-04               0.002909
mu_Deadwood2                       1.8668e-04              4.559e-05
mu_Deadwood                         5.672e-05             -8.118e-05
sig_Tax                           -3.5011e-04              -0.001236
sig_Sound                          3.0536e-04               0.002196
sig_Smell                          -9.450e-06             2.6047e-04
sig_Colour                         2.1116e-04             2.7792e-04
sig_Deadwood                       2.3979e-04             5.7049e-04
sig_Sound2                         -7.660e-05             1.0684e-04
sig_Smell2                          8.887e-05             2.3521e-04
sig_Colour2                        2.7579e-04             1.2096e-04
sig_Deadwood2                       7.244e-05              7.028e-05
beta_Gender                        -4.302e-06              9.867e-06
beta_Age                           -4.896e-05              3.424e-06
beta_Distance                       8.226e-08              3.449e-06
beta_Charity                        1.432e-05              6.012e-05
beta_Income                        -3.247e-05             -7.539e-05
beta_Impairment_Colour             -1.167e-05             -4.537e-05
beta_Impairment_Smell               1.447e-05              2.489e-05
beta_Impairment_Sound               9.329e-06              8.574e-06
beta_Country                       -2.180e-05             -2.482e-06
beta_White                         -2.299e-05             -4.783e-05
beta_Urbanicity                    -1.518e-05             -2.817e-05
beta_MostRecentVisit                7.704e-06              1.342e-05
beta_WoodlandsScore                -7.753e-07             -1.471e-06
                                 mu_Deadwood2            mu_Deadwood
asc_C                              6.0268e-04               0.001060
mu_Tax                               0.001206             6.0414e-04
mu_Colour2                          4.353e-05             4.9260e-04
mu_Colour                          2.4173e-04             5.8030e-04
mu_Smell2                          -3.401e-06             2.6480e-04
mu_Smell                           5.9369e-04             -2.150e-05
mu_Sound2                          1.8668e-04              5.672e-05
mu_Sound                            4.559e-05             -8.118e-05
mu_Deadwood2                         0.001982             7.5930e-04
mu_Deadwood                        7.5930e-04               0.002763
sig_Tax                             -0.001064            -4.7260e-04
sig_Sound                         -3.4027e-04               0.002183
sig_Smell                         -2.5176e-04             3.2067e-04
sig_Colour                         6.1168e-04             3.2786e-04
sig_Deadwood                       4.0950e-04             5.1618e-04
sig_Sound2                         2.3132e-04              5.160e-05
sig_Smell2                         1.5028e-04            -1.4673e-04
sig_Colour2                        4.4189e-04              3.844e-05
sig_Deadwood2                      2.6064e-04              7.446e-05
beta_Gender                        -1.442e-06             -2.652e-05
beta_Age                           -6.440e-05              8.236e-05
beta_Distance                       1.983e-06              4.120e-06
beta_Charity                        6.090e-05              2.383e-05
beta_Income                        -3.532e-05              1.100e-05
beta_Impairment_Colour             -5.933e-05             -5.221e-05
beta_Impairment_Smell               5.990e-05              5.496e-05
beta_Impairment_Sound               4.693e-05             -1.748e-05
beta_Country                       -1.590e-05              4.551e-05
beta_White                         -1.764e-05             -5.853e-06
beta_Urbanicity                    -3.954e-05             -1.885e-05
beta_MostRecentVisit                1.810e-05              1.424e-05
beta_WoodlandsScore                -1.550e-06             -1.051e-06
                                      sig_Tax              sig_Sound
asc_C                               -0.001005              -0.003388
mu_Tax                              -0.005037               0.001161
mu_Colour2                          2.680e-05            -5.0835e-04
mu_Colour                          6.1398e-04            -5.4960e-04
mu_Smell2                         -1.8525e-04             2.1641e-04
mu_Smell                            -0.001577            -2.7245e-04
mu_Sound2                         -3.5011e-04             3.0536e-04
mu_Sound                            -0.001236               0.002196
mu_Deadwood2                        -0.001064            -3.4027e-04
mu_Deadwood                       -4.7260e-04               0.002183
sig_Tax                              0.009881             1.4400e-04
sig_Sound                          1.4400e-04               0.118484
sig_Smell                         -3.1296e-04              -0.002591
sig_Colour                        -5.0676e-04              -0.007137
sig_Deadwood                      -2.8790e-04             4.5023e-04
sig_Sound2                        -2.0958e-04               0.002575
sig_Smell2                        -1.6428e-04            -7.9620e-04
sig_Colour2                       -3.0380e-04            -5.3170e-04
sig_Deadwood2                      -5.054e-05             1.2916e-04
beta_Gender                        -1.473e-05              4.736e-05
beta_Age                          -3.5481e-04             7.9998e-04
beta_Distance                      -3.071e-06              7.119e-05
beta_Charity                        8.535e-05             6.3523e-04
beta_Income                        1.4780e-04            -5.7811e-04
beta_Impairment_Colour            -1.1343e-04            -9.8405e-04
beta_Impairment_Smell               7.226e-06             1.6585e-04
beta_Impairment_Sound              1.4600e-04             7.5172e-04
beta_Country                       -1.796e-05             9.7030e-04
beta_White                         1.2622e-04              5.487e-05
beta_Urbanicity                    -5.410e-05            -3.3052e-04
beta_MostRecentVisit                4.642e-05             1.6073e-04
beta_WoodlandsScore                 6.658e-06              7.482e-06
                                    sig_Smell             sig_Colour
asc_C                              2.8712e-04             9.3139e-04
mu_Tax                             4.1217e-04             9.6444e-04
mu_Colour2                         1.0479e-04             1.1951e-04
mu_Colour                          -7.134e-05             6.0881e-04
mu_Smell2                           1.614e-05             1.5225e-04
mu_Smell                          -6.6497e-04             3.9497e-04
mu_Sound2                          -9.450e-06             2.1116e-04
mu_Sound                           2.6047e-04             2.7792e-04
mu_Deadwood2                      -2.5176e-04             6.1168e-04
mu_Deadwood                        3.2067e-04             3.2786e-04
sig_Tax                           -3.1296e-04            -5.0676e-04
sig_Sound                           -0.002591              -0.007137
sig_Smell                            0.019756               0.004240
sig_Colour                           0.004240               0.011144
sig_Deadwood                       9.2249e-04               0.001334
sig_Sound2                        -1.2065e-04             4.7858e-04
sig_Smell2                        -9.3654e-04             3.7618e-04
sig_Colour2                       -1.2234e-04             9.7657e-04
sig_Deadwood2                     -2.5510e-04             5.8064e-04
beta_Gender                         5.513e-05            -2.0398e-04
beta_Age                            5.775e-05            -3.6496e-04
beta_Distance                      -1.006e-05             -1.996e-06
beta_Charity                       1.9093e-04            -1.6742e-04
beta_Income                        1.2300e-04             -8.693e-05
beta_Impairment_Colour             -6.636e-06            -2.5680e-04
beta_Impairment_Smell             -1.4254e-04             -4.868e-05
beta_Impairment_Sound             -2.2688e-04             2.9335e-04
beta_Country                       1.8271e-04              2.230e-06
beta_White                        -1.0615e-04            -2.9906e-04
beta_Urbanicity                    -9.385e-05             -6.113e-05
beta_MostRecentVisit                6.588e-05              3.389e-06
beta_WoodlandsScore                 3.291e-06             -9.361e-06
                                 sig_Deadwood             sig_Sound2
asc_C                              4.0017e-04            -2.4933e-04
mu_Tax                             7.0700e-04             3.7125e-04
mu_Colour2                         2.1874e-04             1.0446e-04
mu_Colour                          4.1734e-04             -6.179e-05
mu_Smell2                           4.641e-06              1.575e-05
mu_Smell                           -9.953e-05             1.9171e-04
mu_Sound2                          2.3979e-04             -7.660e-05
mu_Sound                           5.7049e-04             1.0684e-04
mu_Deadwood2                       4.0950e-04             2.3132e-04
mu_Deadwood                        5.1618e-04              5.160e-05
sig_Tax                           -2.8790e-04            -2.0958e-04
sig_Sound                          4.5023e-04               0.002575
sig_Smell                          9.2249e-04            -1.2065e-04
sig_Colour                           0.001334             4.7858e-04
sig_Deadwood                         0.006401             2.7566e-04
sig_Sound2                         2.7566e-04               0.002774
sig_Smell2                         4.3328e-04             4.8757e-04
sig_Colour2                        6.1726e-04             4.5245e-04
sig_Deadwood2                      5.6262e-04             4.6075e-04
beta_Gender                        -8.031e-05             -2.944e-05
beta_Age                          -2.8975e-04              1.496e-05
beta_Distance                      -2.632e-06              5.285e-06
beta_Charity                       1.6923e-04             1.0192e-04
beta_Income                       -1.0107e-04             -9.378e-05
beta_Impairment_Colour            -2.1857e-04            -1.7579e-04
beta_Impairment_Smell              1.4860e-04              7.068e-05
beta_Impairment_Sound               9.604e-05             1.0303e-04
beta_Country                       -7.045e-05             -2.436e-06
beta_White                        -1.8560e-04             -2.600e-05
beta_Urbanicity                    -9.360e-05             -5.260e-05
beta_MostRecentVisit               -6.628e-06             -1.591e-06
beta_WoodlandsScore                -3.262e-06              4.696e-07
                                   sig_Smell2            sig_Colour2
asc_C                             -4.0361e-04             -1.989e-05
mu_Tax                             4.1136e-04             4.4036e-04
mu_Colour2                        -2.6883e-04            -1.1772e-04
mu_Colour                         -3.8016e-04              6.657e-06
mu_Smell2                         -1.7889e-04            -2.4795e-04
mu_Smell                           1.6750e-04             1.2506e-04
mu_Sound2                           8.887e-05             2.7579e-04
mu_Sound                           2.3521e-04             1.2096e-04
mu_Deadwood2                       1.5028e-04             4.4189e-04
mu_Deadwood                       -1.4673e-04              3.844e-05
sig_Tax                           -1.6428e-04            -3.0380e-04
sig_Sound                         -7.9620e-04            -5.3170e-04
sig_Smell                         -9.3654e-04            -1.2234e-04
sig_Colour                         3.7618e-04             9.7657e-04
sig_Deadwood                       4.3328e-04             6.1726e-04
sig_Sound2                         4.8757e-04             4.5245e-04
sig_Smell2                           0.004915             2.9667e-04
sig_Colour2                        2.9667e-04               0.002940
sig_Deadwood2                      2.2739e-04             6.7850e-04
beta_Gender                         4.609e-05            -1.1550e-04
beta_Age                            3.590e-05             -9.131e-05
beta_Distance                       1.143e-06              3.040e-06
beta_Charity                       1.7353e-04             -2.409e-06
beta_Income                       -1.5755e-04             -3.365e-05
beta_Impairment_Colour            -2.6199e-04             -8.869e-05
beta_Impairment_Smell              -2.160e-06             1.0292e-04
beta_Impairment_Sound               8.950e-05             -2.016e-05
beta_Country                       -8.770e-05             -7.555e-06
beta_White                          5.619e-06             -4.648e-05
beta_Urbanicity                   -1.0363e-04             -1.762e-05
beta_MostRecentVisit               -3.651e-05              8.203e-06
beta_WoodlandsScore                 9.044e-07             -2.476e-06
                                sig_Deadwood2            beta_Gender
asc_C                             -1.6858e-04              -0.001270
mu_Tax                             1.6286e-04              6.997e-05
mu_Colour2                          9.074e-05             -1.397e-05
mu_Colour                           6.685e-05             -3.135e-05
mu_Smell2                          -2.493e-05              9.681e-06
mu_Smell                           1.0212e-04              1.632e-07
mu_Sound2                           7.244e-05             -4.302e-06
mu_Sound                            7.028e-05              9.867e-06
mu_Deadwood2                       2.6064e-04             -1.442e-06
mu_Deadwood                         7.446e-05             -2.652e-05
sig_Tax                            -5.054e-05             -1.473e-05
sig_Sound                          1.2916e-04              4.736e-05
sig_Smell                         -2.5510e-04              5.513e-05
sig_Colour                         5.8064e-04            -2.0398e-04
sig_Deadwood                       5.6262e-04             -8.031e-05
sig_Sound2                         4.6075e-04             -2.944e-05
sig_Smell2                         2.2739e-04              4.609e-05
sig_Colour2                        6.7850e-04            -1.1550e-04
sig_Deadwood2                        0.003644              5.875e-06
beta_Gender                         5.875e-06               0.005556
beta_Age                            1.385e-05              -0.001290
beta_Distance                       3.167e-06             -2.583e-05
beta_Charity                       -5.507e-05             3.5790e-04
beta_Income                         3.713e-06            -3.3497e-04
beta_Impairment_Colour            -1.1996e-04             -8.464e-05
beta_Impairment_Smell              1.2473e-04            -4.0495e-04
beta_Impairment_Sound              -5.830e-05            -6.9915e-04
beta_Country                        7.316e-06             -6.657e-05
beta_White                         -6.276e-06             5.1607e-04
beta_Urbanicity                    -3.536e-05            -6.2058e-04
beta_MostRecentVisit               -1.153e-05            -1.1983e-04
beta_WoodlandsScore                 1.221e-06              1.431e-06
                                     beta_Age          beta_Distance
asc_C                               -0.001123            -1.5406e-04
mu_Tax                             -1.233e-05              1.074e-05
mu_Colour2                          3.702e-06             -1.548e-07
mu_Colour                          -9.610e-05             -1.910e-06
mu_Smell2                          -4.843e-05             -1.141e-06
mu_Smell                            6.032e-05              2.888e-06
mu_Sound2                          -4.896e-05              8.226e-08
mu_Sound                            3.424e-06              3.449e-06
mu_Deadwood2                       -6.440e-05              1.983e-06
mu_Deadwood                         8.236e-05              4.120e-06
sig_Tax                           -3.5481e-04             -3.071e-06
sig_Sound                          7.9998e-04              7.119e-05
sig_Smell                           5.775e-05             -1.006e-05
sig_Colour                        -3.6496e-04             -1.996e-06
sig_Deadwood                      -2.8975e-04             -2.632e-06
sig_Sound2                          1.496e-05              5.285e-06
sig_Smell2                          3.590e-05              1.143e-06
sig_Colour2                        -9.131e-05              3.040e-06
sig_Deadwood2                       1.385e-05              3.167e-06
beta_Gender                         -0.001290             -2.583e-05
beta_Age                             0.006435              2.913e-05
beta_Distance                       2.913e-05              1.859e-05
beta_Charity                       2.3509e-04             -3.681e-05
beta_Income                        1.1221e-04              1.569e-05
beta_Impairment_Colour             5.4749e-04             -2.609e-05
beta_Impairment_Smell              5.3843e-04             -1.312e-05
beta_Impairment_Sound             -7.5095e-04              1.031e-05
beta_Country                       2.3291e-04              3.413e-05
beta_White                          -0.001428             -3.584e-06
beta_Urbanicity                   -3.1102e-04             -5.053e-06
beta_MostRecentVisit               4.7519e-04              8.070e-06
beta_WoodlandsScore                -1.931e-05             -3.288e-07
                                 beta_Charity            beta_Income
asc_C                               -0.001417              -0.001682
mu_Tax                             1.4647e-04             -6.073e-05
mu_Colour2                         -4.788e-06              2.622e-05
mu_Colour                          -4.459e-05             -6.555e-06
mu_Smell2                           7.237e-06             -2.402e-05
mu_Smell                            4.139e-05             -1.684e-06
mu_Sound2                           1.432e-05             -3.247e-05
mu_Sound                            6.012e-05             -7.539e-05
mu_Deadwood2                        6.090e-05             -3.532e-05
mu_Deadwood                         2.383e-05              1.100e-05
sig_Tax                             8.535e-05             1.4780e-04
sig_Sound                          6.3523e-04            -5.7811e-04
sig_Smell                          1.9093e-04             1.2300e-04
sig_Colour                        -1.6742e-04             -8.693e-05
sig_Deadwood                       1.6923e-04            -1.0107e-04
sig_Sound2                         1.0192e-04             -9.378e-05
sig_Smell2                         1.7353e-04            -1.5755e-04
sig_Colour2                        -2.409e-06             -3.365e-05
sig_Deadwood2                      -5.507e-05              3.713e-06
beta_Gender                        3.5790e-04            -3.3497e-04
beta_Age                           2.3509e-04             1.1221e-04
beta_Distance                      -3.681e-05              1.569e-05
beta_Charity                         0.007488            -2.1106e-04
beta_Income                       -2.1106e-04               0.003236
beta_Impairment_Colour            -6.1766e-04             3.9324e-04
beta_Impairment_Smell               -0.001100             4.6326e-04
beta_Impairment_Sound               -0.001189             1.6880e-04
beta_Country                       3.7488e-04              7.194e-05
beta_White                         4.5368e-04             3.5497e-04
beta_Urbanicity                    1.7600e-04            -2.2416e-04
beta_MostRecentVisit              -6.1740e-04             -8.175e-05
beta_WoodlandsScore                 4.610e-06              6.087e-07
                       beta_Impairment_Colour  beta_Impairment_Smell
asc_C                               -0.001347              -0.001922
mu_Tax                            -1.9575e-04             -8.847e-05
mu_Colour2                         -1.055e-05              1.767e-05
mu_Colour                          -1.020e-05              2.950e-06
mu_Smell2                           4.058e-06             -5.219e-06
mu_Smell                           -1.595e-05              5.758e-05
mu_Sound2                          -1.167e-05              1.447e-05
mu_Sound                           -4.537e-05              2.489e-05
mu_Deadwood2                       -5.933e-05              5.990e-05
mu_Deadwood                        -5.221e-05              5.496e-05
sig_Tax                           -1.1343e-04              7.226e-06
sig_Sound                         -9.8405e-04             1.6585e-04
sig_Smell                          -6.636e-06            -1.4254e-04
sig_Colour                        -2.5680e-04             -4.868e-05
sig_Deadwood                      -2.1857e-04             1.4860e-04
sig_Sound2                        -1.7579e-04              7.068e-05
sig_Smell2                        -2.6199e-04             -2.160e-06
sig_Colour2                        -8.869e-05             1.0292e-04
sig_Deadwood2                     -1.1996e-04             1.2473e-04
beta_Gender                        -8.464e-05            -4.0495e-04
beta_Age                           5.4749e-04             5.3843e-04
beta_Distance                      -2.609e-05             -1.312e-05
beta_Charity                      -6.1766e-04              -0.001100
beta_Income                        3.9324e-04             4.6326e-04
beta_Impairment_Colour               0.013422              -0.002865
beta_Impairment_Smell               -0.002865               0.013203
beta_Impairment_Sound               -0.004157              -0.004025
beta_Country                      -6.2814e-04            -1.5849e-04
beta_White                         7.2563e-04            -1.3927e-04
beta_Urbanicity                     3.985e-05             7.2436e-04
beta_MostRecentVisit              -1.6841e-04              1.133e-05
beta_WoodlandsScore                 8.536e-06              1.256e-05
                        beta_Impairment_Sound           beta_Country
asc_C                              6.0146e-04              -0.002848
mu_Tax                             1.7076e-04             1.2057e-04
mu_Colour2                         -1.466e-05              2.326e-06
mu_Colour                           2.795e-05             -1.394e-05
mu_Smell2                           2.625e-05             -1.363e-05
mu_Smell                           -1.661e-05              7.697e-06
mu_Sound2                           9.329e-06             -2.180e-05
mu_Sound                            8.574e-06             -2.482e-06
mu_Deadwood2                        4.693e-05             -1.590e-05
mu_Deadwood                        -1.748e-05              4.551e-05
sig_Tax                            1.4600e-04             -1.796e-05
sig_Sound                          7.5172e-04             9.7030e-04
sig_Smell                         -2.2688e-04             1.8271e-04
sig_Colour                         2.9335e-04              2.230e-06
sig_Deadwood                        9.604e-05             -7.045e-05
sig_Sound2                         1.0303e-04             -2.436e-06
sig_Smell2                          8.950e-05             -8.770e-05
sig_Colour2                        -2.016e-05             -7.555e-06
sig_Deadwood2                      -5.830e-05              7.316e-06
beta_Gender                       -6.9915e-04             -6.657e-05
beta_Age                          -7.5095e-04             2.3291e-04
beta_Distance                       1.031e-05              3.413e-05
beta_Charity                        -0.001189             3.7488e-04
beta_Income                        1.6880e-04              7.194e-05
beta_Impairment_Colour              -0.004157            -6.2814e-04
beta_Impairment_Smell               -0.004025            -1.5849e-04
beta_Impairment_Sound                0.019830             1.9902e-04
beta_Country                       1.9902e-04               0.005463
beta_White                        -3.2851e-04              -0.001107
beta_Urbanicity                   -1.0120e-04             4.0974e-04
beta_MostRecentVisit              -3.1308e-04             -3.188e-05
beta_WoodlandsScore                 5.585e-06             -1.734e-06
                                   beta_White        beta_Urbanicity
asc_C                               -0.005495              -0.005472
mu_Tax                             -1.009e-05             -7.293e-05
mu_Colour2                          1.015e-05             -2.457e-06
mu_Colour                          -2.121e-05              6.896e-06
mu_Smell2                          -9.166e-06              9.385e-07
mu_Smell                            1.277e-05             -1.781e-05
mu_Sound2                          -2.299e-05             -1.518e-05
mu_Sound                           -4.783e-05             -2.817e-05
mu_Deadwood2                       -1.764e-05             -3.954e-05
mu_Deadwood                        -5.853e-06             -1.885e-05
sig_Tax                            1.2622e-04             -5.410e-05
sig_Sound                           5.487e-05            -3.3052e-04
sig_Smell                         -1.0615e-04             -9.385e-05
sig_Colour                        -2.9906e-04             -6.113e-05
sig_Deadwood                      -1.8560e-04             -9.360e-05
sig_Sound2                         -2.600e-05             -5.260e-05
sig_Smell2                          5.619e-06            -1.0363e-04
sig_Colour2                        -4.648e-05             -1.762e-05
sig_Deadwood2                      -6.276e-06             -3.536e-05
beta_Gender                        5.1607e-04            -6.2058e-04
beta_Age                            -0.001428            -3.1102e-04
beta_Distance                      -3.584e-06             -5.053e-06
beta_Charity                       4.5368e-04             1.7600e-04
beta_Income                        3.5497e-04            -2.2416e-04
beta_Impairment_Colour             7.2563e-04              3.985e-05
beta_Impairment_Smell             -1.3927e-04             7.2436e-04
beta_Impairment_Sound             -3.2851e-04            -1.0120e-04
beta_Country                        -0.001107             4.0974e-04
beta_White                           0.007841             3.3072e-04
beta_Urbanicity                    3.3072e-04               0.006368
beta_MostRecentVisit              -2.1811e-04             2.1964e-04
beta_WoodlandsScore                 5.687e-06              9.469e-06
                         beta_MostRecentVisit    beta_WoodlandsScore
asc_C                             -8.3964e-04            -1.7231e-04
mu_Tax                              2.115e-05             -6.597e-07
mu_Colour2                         -1.778e-06             -2.694e-08
mu_Colour                          -5.004e-06             -3.790e-07
mu_Smell2                           2.613e-06             -6.329e-09
mu_Smell                            1.416e-05             -1.510e-06
mu_Sound2                           7.704e-06             -7.753e-07
mu_Sound                            1.342e-05             -1.471e-06
mu_Deadwood2                        1.810e-05             -1.550e-06
mu_Deadwood                         1.424e-05             -1.051e-06
sig_Tax                             4.642e-05              6.658e-06
sig_Sound                          1.6073e-04              7.482e-06
sig_Smell                           6.588e-05              3.291e-06
sig_Colour                          3.389e-06             -9.361e-06
sig_Deadwood                       -6.628e-06             -3.262e-06
sig_Sound2                         -1.591e-06              4.696e-07
sig_Smell2                         -3.651e-05              9.044e-07
sig_Colour2                         8.203e-06             -2.476e-06
sig_Deadwood2                      -1.153e-05              1.221e-06
beta_Gender                       -1.1983e-04              1.431e-06
beta_Age                           4.7519e-04             -1.931e-05
beta_Distance                       8.070e-06             -3.288e-07
beta_Charity                      -6.1740e-04              4.610e-06
beta_Income                        -8.175e-05              6.087e-07
beta_Impairment_Colour            -1.6841e-04              8.536e-06
beta_Impairment_Smell               1.133e-05              1.256e-05
beta_Impairment_Sound             -3.1308e-04              5.585e-06
beta_Country                       -3.188e-05             -1.734e-06
beta_White                        -2.1811e-04              5.687e-06
beta_Urbanicity                    2.1964e-04              9.469e-06
beta_MostRecentVisit               6.3297e-04             -5.210e-06
beta_WoodlandsScore                -5.210e-06              3.324e-06

Robust covariance matrix:
                                        asc_C                 mu_Tax
asc_C                                0.058270              -0.002132
mu_Tax                              -0.002132               0.009190
mu_Colour2                           0.001138            -2.3854e-04
mu_Colour                            0.001509            -5.5338e-04
mu_Smell2                          9.0457e-04              8.309e-05
mu_Smell                           2.3521e-04               0.001559
mu_Sound2                            0.001132             -8.078e-05
mu_Sound                           2.6507e-04             8.0665e-04
mu_Deadwood2                       4.3663e-04               0.001481
mu_Deadwood                          0.001309             5.6345e-04
sig_Tax                             2.076e-05              -0.004629
sig_Sound                           -0.005223            -4.3787e-04
sig_Smell                          -2.533e-05               0.001214
sig_Colour                           0.002373               0.001561
sig_Deadwood                       5.0493e-04             6.7485e-04
sig_Sound2                        -4.1283e-04             6.4557e-04
sig_Smell2                        -9.6468e-04             8.0995e-04
sig_Colour2                       -2.8194e-04               0.001146
sig_Deadwood2                      -3.826e-05             2.4843e-04
beta_Gender                         -0.004144             3.7906e-04
beta_Age                            -0.003517             6.1232e-04
beta_Distance                     -3.6149e-04              4.424e-05
beta_Charity                       -4.385e-05             8.6228e-04
beta_Income                         -0.002065            -2.1219e-04
beta_Impairment_Colour              -0.003360            -4.6825e-04
beta_Impairment_Smell               -0.005128             3.5229e-04
beta_Impairment_Sound              3.4276e-04            -1.8170e-04
beta_Country                        -0.007699             1.9055e-04
beta_White                          -0.012267             6.9247e-04
beta_Urbanicity                     -0.011064             1.5644e-04
beta_MostRecentVisit                -0.002247              8.890e-06
beta_WoodlandsScore               -3.6481e-04              3.498e-06
                                   mu_Colour2              mu_Colour
asc_C                                0.001138               0.001509
mu_Tax                            -2.3854e-04            -5.5338e-04
mu_Colour2                           0.001959               0.001203
mu_Colour                            0.001203               0.003223
mu_Smell2                          3.5543e-04             5.9016e-04
mu_Smell                           1.4687e-04            -9.6126e-04
mu_Sound2                          3.9120e-04             3.5323e-04
mu_Sound                          -2.4532e-04              -0.001123
mu_Deadwood2                       2.6273e-04             2.6468e-04
mu_Deadwood                        8.2960e-04             4.4880e-04
sig_Tax                            5.4568e-04             9.2319e-04
sig_Sound                          2.7889e-04             1.8025e-04
sig_Smell                         -4.0084e-04             -8.042e-06
sig_Colour                        -1.7413e-04             4.8820e-04
sig_Deadwood                        7.481e-05             5.7491e-04
sig_Sound2                          7.899e-05            -1.4999e-04
sig_Smell2                        -3.9748e-04            -5.4617e-04
sig_Colour2                       -1.5476e-04             -1.552e-05
sig_Deadwood2                      2.9389e-04             3.5139e-04
beta_Gender                        -1.885e-05            -1.2110e-04
beta_Age                          -2.8324e-04            -1.2824e-04
beta_Distance                      -3.757e-06              5.141e-06
beta_Charity                       1.3481e-04             1.7423e-04
beta_Income                         8.646e-06             1.0333e-04
beta_Impairment_Colour              5.313e-05             -4.119e-05
beta_Impairment_Smell              2.5629e-04             -6.319e-05
beta_Impairment_Sound              -5.688e-05            -2.5325e-04
beta_Country                        3.556e-06             -8.821e-05
beta_White                         -4.082e-05            -3.2463e-04
beta_Urbanicity                   -1.2411e-04             -6.356e-05
beta_MostRecentVisit                2.440e-05              7.391e-05
beta_WoodlandsScore                -2.186e-06             -4.698e-06
                                    mu_Smell2               mu_Smell
asc_C                              9.0457e-04             2.3521e-04
mu_Tax                              8.309e-05               0.001559
mu_Colour2                         3.5543e-04             1.4687e-04
mu_Colour                          5.9016e-04            -9.6126e-04
mu_Smell2                            0.001269             4.5083e-04
mu_Smell                           4.5083e-04               0.003134
mu_Sound2                          1.1374e-04             2.0531e-04
mu_Sound                           -4.238e-05             6.6964e-04
mu_Deadwood2                       1.6284e-04             9.0177e-04
mu_Deadwood                        3.4106e-04             3.8123e-04
sig_Tax                            -2.984e-05              -0.002011
sig_Sound                            0.001125              3.373e-06
sig_Smell                         -1.4362e-04              -0.001243
sig_Colour                          9.500e-05             5.0057e-04
sig_Deadwood                        3.188e-05            -2.3001e-04
sig_Sound2                          2.862e-05             4.9822e-04
sig_Smell2                        -2.2533e-04             3.8900e-04
sig_Colour2                       -2.9754e-04             5.1514e-04
sig_Deadwood2                       5.435e-05             4.0961e-04
beta_Gender                         1.615e-05             1.7321e-04
beta_Age                           -6.310e-05             2.0977e-04
beta_Distance                       5.744e-06              1.197e-05
beta_Charity                       1.5882e-04             2.2123e-04
beta_Income                       -1.5664e-04             -2.702e-05
beta_Impairment_Colour              1.726e-05            -3.7082e-04
beta_Impairment_Smell             -1.0530e-04             3.0447e-04
beta_Impairment_Sound              2.7547e-04             3.9715e-04
beta_Country                       -2.651e-05             2.9034e-04
beta_White                          3.168e-05             4.7146e-04
beta_Urbanicity                    -4.908e-05             2.2836e-04
beta_MostRecentVisit               -2.685e-05            -1.1016e-04
beta_WoodlandsScore                -3.546e-06             -5.039e-06
                                    mu_Sound2               mu_Sound
asc_C                                0.001132             2.6507e-04
mu_Tax                             -8.078e-05             8.0665e-04
mu_Colour2                         3.9120e-04            -2.4532e-04
mu_Colour                          3.5323e-04              -0.001123
mu_Smell2                          1.1374e-04             -4.238e-05
mu_Smell                           2.0531e-04             6.6964e-04
mu_Sound2                            0.001854             9.8486e-04
mu_Sound                           9.8486e-04               0.002950
mu_Deadwood2                       2.8809e-04             2.8373e-04
mu_Deadwood                        4.0097e-04             2.9324e-04
sig_Tax                            1.2486e-04              -0.001043
sig_Sound                            0.002690               0.004511
sig_Smell                         -3.5574e-04             2.9067e-04
sig_Colour                         -1.213e-05             3.8696e-04
sig_Deadwood                       4.0663e-04             9.9822e-04
sig_Sound2                         4.7454e-04             6.6479e-04
sig_Smell2                         -5.023e-05             3.1273e-04
sig_Colour2                        3.3207e-04             6.0194e-04
sig_Deadwood2                       6.705e-05             2.2420e-04
beta_Gender                        -6.245e-06              1.232e-06
beta_Age                           -1.714e-05             4.6863e-04
beta_Distance                       8.999e-06              1.699e-05
beta_Charity                        2.658e-05             6.2712e-04
beta_Income                        -5.747e-05            -2.8015e-04
beta_Impairment_Colour             -3.969e-05             -2.280e-05
beta_Impairment_Smell               5.558e-05            -2.2591e-04
beta_Impairment_Sound              1.8902e-04              6.478e-06
beta_Country                      -2.6420e-04              4.160e-05
beta_White                        -2.3106e-04              3.560e-06
beta_Urbanicity                    -3.388e-05             -4.374e-05
beta_MostRecentVisit                7.152e-05             -3.483e-05
beta_WoodlandsScore                -3.007e-06              2.865e-06
                                 mu_Deadwood2            mu_Deadwood
asc_C                              4.3663e-04               0.001309
mu_Tax                               0.001481             5.6345e-04
mu_Colour2                         2.6273e-04             8.2960e-04
mu_Colour                          2.6468e-04             4.4880e-04
mu_Smell2                          1.6284e-04             3.4106e-04
mu_Smell                           9.0177e-04             3.8123e-04
mu_Sound2                          2.8809e-04             4.0097e-04
mu_Sound                           2.8373e-04             2.9324e-04
mu_Deadwood2                         0.002242               0.001072
mu_Deadwood                          0.001072               0.002795
sig_Tax                             -0.001463            -3.8705e-04
sig_Sound                         -4.0733e-04               0.004381
sig_Smell                          -8.945e-05             4.5475e-04
sig_Colour                           0.001034             2.8583e-04
sig_Deadwood                       4.3846e-04             5.8930e-04
sig_Sound2                         3.0756e-04             1.3277e-04
sig_Smell2                         3.5210e-04              6.476e-05
sig_Colour2                        7.8669e-04             -7.563e-05
sig_Deadwood2                      8.9409e-04             5.3467e-04
beta_Gender                         7.831e-06            -2.3268e-04
beta_Age                           -4.040e-06             2.9081e-04
beta_Distance                       6.355e-06              6.729e-06
beta_Charity                       1.6886e-04             1.9078e-04
beta_Income                         3.595e-05              7.377e-05
beta_Impairment_Colour            -2.1895e-04             -8.020e-05
beta_Impairment_Smell              3.0185e-04              5.179e-05
beta_Impairment_Sound              1.7942e-04            -1.9736e-04
beta_Country                        5.144e-05             2.2169e-04
beta_White                         2.2624e-04              5.864e-05
beta_Urbanicity                    1.8025e-04             -9.557e-07
beta_MostRecentVisit                4.328e-06             -6.516e-07
beta_WoodlandsScore                -3.187e-06             -3.612e-06
                                      sig_Tax              sig_Sound
asc_C                               2.076e-05              -0.005223
mu_Tax                              -0.004629            -4.3787e-04
mu_Colour2                         5.4568e-04             2.7889e-04
mu_Colour                          9.2319e-04             1.8025e-04
mu_Smell2                          -2.984e-05               0.001125
mu_Smell                            -0.002011              3.373e-06
mu_Sound2                          1.2486e-04               0.002690
mu_Sound                            -0.001043               0.004511
mu_Deadwood2                        -0.001463            -4.0733e-04
mu_Deadwood                       -3.8705e-04               0.004381
sig_Tax                              0.012855               0.003218
sig_Sound                            0.003218               0.172087
sig_Smell                         -7.3915e-04              -0.002611
sig_Colour                          -0.001510              -0.003623
sig_Deadwood                      -2.6539e-04               0.004265
sig_Sound2                        -6.0700e-04               0.006456
sig_Smell2                        -6.5842e-04              -0.002589
sig_Colour2                         -0.001247             4.5425e-04
sig_Deadwood2                     -2.2351e-04             -2.198e-05
beta_Gender                        -6.081e-05             6.5362e-04
beta_Age                            -0.001179               0.006182
beta_Distance                      -6.756e-06             2.3651e-04
beta_Charity                      -2.8724e-04               0.001120
beta_Income                        4.4241e-04             4.2401e-04
beta_Impairment_Colour            -2.2754e-04              -0.004862
beta_Impairment_Smell             -6.1504e-04            -9.8229e-04
beta_Impairment_Sound              8.7837e-04               0.006763
beta_Country                        7.401e-05               0.002835
beta_White                        -4.5107e-04              -0.001638
beta_Urbanicity                   -7.5100e-04              -0.003763
beta_MostRecentVisit               2.2521e-04             7.7500e-04
beta_WoodlandsScore                 5.275e-06              1.682e-05
                                    sig_Smell             sig_Colour
asc_C                              -2.533e-05               0.002373
mu_Tax                               0.001214               0.001561
mu_Colour2                        -4.0084e-04            -1.7413e-04
mu_Colour                          -8.042e-06             4.8820e-04
mu_Smell2                         -1.4362e-04              9.500e-05
mu_Smell                            -0.001243             5.0057e-04
mu_Sound2                         -3.5574e-04             -1.213e-05
mu_Sound                           2.9067e-04             3.8696e-04
mu_Deadwood2                       -8.945e-05               0.001034
mu_Deadwood                        4.5475e-04             2.8583e-04
sig_Tax                           -7.3915e-04              -0.001510
sig_Sound                           -0.002611              -0.003623
sig_Smell                            0.021529               0.004988
sig_Colour                           0.004988               0.011811
sig_Deadwood                       7.6697e-04               0.002741
sig_Sound2                         -1.735e-05               0.001051
sig_Smell2                        -6.7496e-04               0.001520
sig_Colour2                        -8.614e-05               0.002185
sig_Deadwood2                     -2.7586e-04               0.001655
beta_Gender                       -1.8592e-04              -0.001545
beta_Age                          -1.6700e-04             4.5590e-04
beta_Distance                      -1.432e-05              5.244e-06
beta_Charity                         0.001982              6.754e-05
beta_Income                         7.467e-05              1.783e-05
beta_Impairment_Colour            -5.8510e-04              -0.001659
beta_Impairment_Smell             -1.1333e-04             4.8787e-04
beta_Impairment_Sound              1.9631e-04             7.2638e-04
beta_Country                         0.001730               0.001400
beta_White                        -7.4300e-04            -9.9816e-04
beta_Urbanicity                   -3.3788e-04              3.574e-05
beta_MostRecentVisit              -2.9750e-04            -3.1714e-04
beta_WoodlandsScore                 7.108e-06             -1.405e-05
                                 sig_Deadwood             sig_Sound2
asc_C                              5.0493e-04            -4.1283e-04
mu_Tax                             6.7485e-04             6.4557e-04
mu_Colour2                          7.481e-05              7.899e-05
mu_Colour                          5.7491e-04            -1.4999e-04
mu_Smell2                           3.188e-05              2.862e-05
mu_Smell                          -2.3001e-04             4.9822e-04
mu_Sound2                          4.0663e-04             4.7454e-04
mu_Sound                           9.9822e-04             6.6479e-04
mu_Deadwood2                       4.3846e-04             3.0756e-04
mu_Deadwood                        5.8930e-04             1.3277e-04
sig_Tax                           -2.6539e-04            -6.0700e-04
sig_Sound                            0.004265               0.006456
sig_Smell                          7.6697e-04             -1.735e-05
sig_Colour                           0.002741               0.001051
sig_Deadwood                         0.007987             7.2701e-04
sig_Sound2                         7.2701e-04               0.003277
sig_Smell2                         5.9172e-04               0.001021
sig_Colour2                          0.001685             8.5522e-04
sig_Deadwood2                        0.001386             6.7529e-04
beta_Gender                       -8.3702e-04            -1.5354e-04
beta_Age                             0.001245             3.4643e-04
beta_Distance                       2.970e-05              8.218e-06
beta_Charity                         0.001347             1.7753e-04
beta_Income                       -2.0850e-04            -2.0362e-04
beta_Impairment_Colour              -0.001753            -4.3455e-04
beta_Impairment_Smell             -9.1915e-04             1.9872e-04
beta_Impairment_Sound                0.001466             3.8021e-04
beta_Country                       6.3868e-04             3.2851e-04
beta_White                        -7.4264e-04              8.239e-05
beta_Urbanicity                   -2.7162e-04             -4.678e-05
beta_MostRecentVisit               1.5137e-04              6.007e-05
beta_WoodlandsScore                -2.880e-06              2.283e-06
                                   sig_Smell2            sig_Colour2
asc_C                             -9.6468e-04            -2.8194e-04
mu_Tax                             8.0995e-04               0.001146
mu_Colour2                        -3.9748e-04            -1.5476e-04
mu_Colour                         -5.4617e-04             -1.552e-05
mu_Smell2                         -2.2533e-04            -2.9754e-04
mu_Smell                           3.8900e-04             5.1514e-04
mu_Sound2                          -5.023e-05             3.3207e-04
mu_Sound                           3.1273e-04             6.0194e-04
mu_Deadwood2                       3.5210e-04             7.8669e-04
mu_Deadwood                         6.476e-05             -7.563e-05
sig_Tax                           -6.5842e-04              -0.001247
sig_Sound                           -0.002589             4.5425e-04
sig_Smell                         -6.7496e-04             -8.614e-05
sig_Colour                           0.001520               0.002185
sig_Deadwood                       5.9172e-04               0.001685
sig_Sound2                           0.001021             8.5522e-04
sig_Smell2                           0.005812             9.9421e-04
sig_Colour2                        9.9421e-04               0.003448
sig_Deadwood2                      5.8193e-04               0.001174
beta_Gender                        2.7283e-04            -3.6289e-04
beta_Age                             0.001114             8.2673e-04
beta_Distance                      -2.482e-06              2.229e-06
beta_Charity                      -1.4195e-04              9.790e-05
beta_Income                        3.6121e-04              1.855e-05
beta_Impairment_Colour            -8.2294e-04            -5.3059e-04
beta_Impairment_Smell                0.001236             2.6181e-04
beta_Impairment_Sound             -3.1677e-04             1.2955e-04
beta_Country                       6.5128e-04             -1.212e-05
beta_White                          3.666e-05              4.534e-05
beta_Urbanicity                     1.893e-05             2.8813e-04
beta_MostRecentVisit                3.738e-05              9.708e-05
beta_WoodlandsScore                -1.336e-06             -4.440e-07
                                sig_Deadwood2            beta_Gender
asc_C                              -3.826e-05              -0.004144
mu_Tax                             2.4843e-04             3.7906e-04
mu_Colour2                         2.9389e-04             -1.885e-05
mu_Colour                          3.5139e-04            -1.2110e-04
mu_Smell2                           5.435e-05              1.615e-05
mu_Smell                           4.0961e-04             1.7321e-04
mu_Sound2                           6.705e-05             -6.245e-06
mu_Sound                           2.2420e-04              1.232e-06
mu_Deadwood2                       8.9409e-04              7.831e-06
mu_Deadwood                        5.3467e-04            -2.3268e-04
sig_Tax                           -2.2351e-04             -6.081e-05
sig_Sound                          -2.198e-05             6.5362e-04
sig_Smell                         -2.7586e-04            -1.8592e-04
sig_Colour                           0.001655              -0.001545
sig_Deadwood                         0.001386            -8.3702e-04
sig_Sound2                         6.7529e-04            -1.5354e-04
sig_Smell2                         5.8193e-04             2.7283e-04
sig_Colour2                          0.001174            -3.6289e-04
sig_Deadwood2                        0.004494             -1.701e-06
beta_Gender                        -1.701e-06               0.013234
beta_Age                           6.1073e-04              -0.002788
beta_Distance                       4.815e-06              1.465e-05
beta_Charity                      -2.2361e-04               0.002019
beta_Income                        1.4741e-04            -9.0066e-04
beta_Impairment_Colour            -2.3963e-04              3.568e-05
beta_Impairment_Smell              4.2250e-04            -2.7644e-04
beta_Impairment_Sound              1.3258e-04              -0.001370
beta_Country                       2.6715e-04            -4.0400e-04
beta_White                         1.6567e-04               0.001781
beta_Urbanicity                    -3.609e-05              -0.001825
beta_MostRecentVisit                2.035e-05            -3.4870e-04
beta_WoodlandsScore                -3.006e-08              2.791e-06
                                     beta_Age          beta_Distance
asc_C                               -0.003517            -3.6149e-04
mu_Tax                             6.1232e-04              4.424e-05
mu_Colour2                        -2.8324e-04             -3.757e-06
mu_Colour                         -1.2824e-04              5.141e-06
mu_Smell2                          -6.310e-05              5.744e-06
mu_Smell                           2.0977e-04              1.197e-05
mu_Sound2                          -1.714e-05              8.999e-06
mu_Sound                           4.6863e-04              1.699e-05
mu_Deadwood2                       -4.040e-06              6.355e-06
mu_Deadwood                        2.9081e-04              6.729e-06
sig_Tax                             -0.001179             -6.756e-06
sig_Sound                            0.006182             2.3651e-04
sig_Smell                         -1.6700e-04             -1.432e-05
sig_Colour                         4.5590e-04              5.244e-06
sig_Deadwood                         0.001245              2.970e-05
sig_Sound2                         3.4643e-04              8.218e-06
sig_Smell2                           0.001114             -2.482e-06
sig_Colour2                        8.2673e-04              2.229e-06
sig_Deadwood2                      6.1073e-04              4.815e-06
beta_Gender                         -0.002788              1.465e-05
beta_Age                             0.016226             1.3493e-04
beta_Distance                      1.3493e-04              4.366e-05
beta_Charity                         0.001246             -2.310e-05
beta_Income                        2.5631e-04              3.293e-05
beta_Impairment_Colour             1.9284e-04             -9.600e-05
beta_Impairment_Smell              4.4292e-04            -1.0927e-04
beta_Impairment_Sound               -0.001297             1.7135e-04
beta_Country                        4.936e-06              1.996e-05
beta_White                          -0.003188             -1.848e-05
beta_Urbanicity                     -0.001108             -9.787e-05
beta_MostRecentVisit                 0.001431              5.495e-05
beta_WoodlandsScore                -4.250e-05             -1.245e-06
                                 beta_Charity            beta_Income
asc_C                              -4.385e-05              -0.002065
mu_Tax                             8.6228e-04            -2.1219e-04
mu_Colour2                         1.3481e-04              8.646e-06
mu_Colour                          1.7423e-04             1.0333e-04
mu_Smell2                          1.5882e-04            -1.5664e-04
mu_Smell                           2.2123e-04             -2.702e-05
mu_Sound2                           2.658e-05             -5.747e-05
mu_Sound                           6.2712e-04            -2.8015e-04
mu_Deadwood2                       1.6886e-04              3.595e-05
mu_Deadwood                        1.9078e-04              7.377e-05
sig_Tax                           -2.8724e-04             4.4241e-04
sig_Sound                            0.001120             4.2401e-04
sig_Smell                            0.001982              7.467e-05
sig_Colour                          6.754e-05              1.783e-05
sig_Deadwood                         0.001347            -2.0850e-04
sig_Sound2                         1.7753e-04            -2.0362e-04
sig_Smell2                        -1.4195e-04             3.6121e-04
sig_Colour2                         9.790e-05              1.855e-05
sig_Deadwood2                     -2.2361e-04             1.4741e-04
beta_Gender                          0.002019            -9.0066e-04
beta_Age                             0.001246             2.5631e-04
beta_Distance                      -2.310e-05              3.293e-05
beta_Charity                         0.017270              -0.001315
beta_Income                         -0.001315               0.006901
beta_Impairment_Colour              -0.001437              6.562e-05
beta_Impairment_Smell               -0.005884               0.001493
beta_Impairment_Sound             -4.6335e-04              5.811e-05
beta_Country                         0.001005            -1.8334e-04
beta_White                        -4.7489e-04             8.5757e-04
beta_Urbanicity                     -0.001853             1.0149e-04
beta_MostRecentVisit                -0.001597              6.012e-05
beta_WoodlandsScore                -2.614e-06             -2.934e-05
                       beta_Impairment_Colour  beta_Impairment_Smell
asc_C                               -0.003360              -0.005128
mu_Tax                            -4.6825e-04             3.5229e-04
mu_Colour2                          5.313e-05             2.5629e-04
mu_Colour                          -4.119e-05             -6.319e-05
mu_Smell2                           1.726e-05            -1.0530e-04
mu_Smell                          -3.7082e-04             3.0447e-04
mu_Sound2                          -3.969e-05              5.558e-05
mu_Sound                           -2.280e-05            -2.2591e-04
mu_Deadwood2                      -2.1895e-04             3.0185e-04
mu_Deadwood                        -8.020e-05              5.179e-05
sig_Tax                           -2.2754e-04            -6.1504e-04
sig_Sound                           -0.004862            -9.8229e-04
sig_Smell                         -5.8510e-04            -1.1333e-04
sig_Colour                          -0.001659             4.8787e-04
sig_Deadwood                        -0.001753            -9.1915e-04
sig_Sound2                        -4.3455e-04             1.9872e-04
sig_Smell2                        -8.2294e-04               0.001236
sig_Colour2                       -5.3059e-04             2.6181e-04
sig_Deadwood2                     -2.3963e-04             4.2250e-04
beta_Gender                         3.568e-05            -2.7644e-04
beta_Age                           1.9284e-04             4.4292e-04
beta_Distance                      -9.600e-05            -1.0927e-04
beta_Charity                        -0.001437              -0.005884
beta_Income                         6.562e-05               0.001493
beta_Impairment_Colour               0.025556              -0.005747
beta_Impairment_Smell               -0.005747               0.031379
beta_Impairment_Sound               -0.008811              -0.010667
beta_Country                        -0.001138             1.8713e-04
beta_White                           0.001645               0.001734
beta_Urbanicity                      0.001264               0.003486
beta_MostRecentVisit              -1.3781e-04            -1.8636e-04
beta_WoodlandsScore                 1.716e-05              1.724e-05
                        beta_Impairment_Sound           beta_Country
asc_C                              3.4276e-04              -0.007699
mu_Tax                            -1.8170e-04             1.9055e-04
mu_Colour2                         -5.688e-05              3.556e-06
mu_Colour                         -2.5325e-04             -8.821e-05
mu_Smell2                          2.7547e-04             -2.651e-05
mu_Smell                           3.9715e-04             2.9034e-04
mu_Sound2                          1.8902e-04            -2.6420e-04
mu_Sound                            6.478e-06              4.160e-05
mu_Deadwood2                       1.7942e-04              5.144e-05
mu_Deadwood                       -1.9736e-04             2.2169e-04
sig_Tax                            8.7837e-04              7.401e-05
sig_Sound                            0.006763               0.002835
sig_Smell                          1.9631e-04               0.001730
sig_Colour                         7.2638e-04               0.001400
sig_Deadwood                         0.001466             6.3868e-04
sig_Sound2                         3.8021e-04             3.2851e-04
sig_Smell2                        -3.1677e-04             6.5128e-04
sig_Colour2                        1.2955e-04             -1.212e-05
sig_Deadwood2                      1.3258e-04             2.6715e-04
beta_Gender                         -0.001370            -4.0400e-04
beta_Age                            -0.001297              4.936e-06
beta_Distance                      1.7135e-04              1.996e-05
beta_Charity                      -4.6335e-04               0.001005
beta_Income                         5.811e-05            -1.8334e-04
beta_Impairment_Colour              -0.008811              -0.001138
beta_Impairment_Smell               -0.010667             1.8713e-04
beta_Impairment_Sound                0.042750             7.6498e-04
beta_Country                       7.6498e-04               0.012824
beta_White                          -0.001357              -0.002302
beta_Urbanicity                     -0.002643               0.001362
beta_MostRecentVisit              -5.6520e-04             -8.841e-05
beta_WoodlandsScore                 3.315e-05              1.484e-05
                                   beta_White        beta_Urbanicity
asc_C                               -0.012267              -0.011064
mu_Tax                             6.9247e-04             1.5644e-04
mu_Colour2                         -4.082e-05            -1.2411e-04
mu_Colour                         -3.2463e-04             -6.356e-05
mu_Smell2                           3.168e-05             -4.908e-05
mu_Smell                           4.7146e-04             2.2836e-04
mu_Sound2                         -2.3106e-04             -3.388e-05
mu_Sound                            3.560e-06             -4.374e-05
mu_Deadwood2                       2.2624e-04             1.8025e-04
mu_Deadwood                         5.864e-05             -9.557e-07
sig_Tax                           -4.5107e-04            -7.5100e-04
sig_Sound                           -0.001638              -0.003763
sig_Smell                         -7.4300e-04            -3.3788e-04
sig_Colour                        -9.9816e-04              3.574e-05
sig_Deadwood                      -7.4264e-04            -2.7162e-04
sig_Sound2                          8.239e-05             -4.678e-05
sig_Smell2                          3.666e-05              1.893e-05
sig_Colour2                         4.534e-05             2.8813e-04
sig_Deadwood2                      1.6567e-04             -3.609e-05
beta_Gender                          0.001781              -0.001825
beta_Age                            -0.003188              -0.001108
beta_Distance                      -1.848e-05             -9.787e-05
beta_Charity                      -4.7489e-04              -0.001853
beta_Income                        8.5757e-04             1.0149e-04
beta_Impairment_Colour               0.001645               0.001264
beta_Impairment_Smell                0.001734               0.003486
beta_Impairment_Sound               -0.001357              -0.002643
beta_Country                        -0.002302               0.001362
beta_White                           0.019210             4.3082e-04
beta_Urbanicity                    4.3082e-04               0.014476
beta_MostRecentVisit              -4.9984e-04             2.3538e-04
beta_WoodlandsScore                -1.795e-05              2.917e-05
                         beta_MostRecentVisit    beta_WoodlandsScore
asc_C                               -0.002247            -3.6481e-04
mu_Tax                              8.890e-06              3.498e-06
mu_Colour2                          2.440e-05             -2.186e-06
mu_Colour                           7.391e-05             -4.698e-06
mu_Smell2                          -2.685e-05             -3.546e-06
mu_Smell                          -1.1016e-04             -5.039e-06
mu_Sound2                           7.152e-05             -3.007e-06
mu_Sound                           -3.483e-05              2.865e-06
mu_Deadwood2                        4.328e-06             -3.187e-06
mu_Deadwood                        -6.516e-07             -3.612e-06
sig_Tax                            2.2521e-04              5.275e-06
sig_Sound                          7.7500e-04              1.682e-05
sig_Smell                         -2.9750e-04              7.108e-06
sig_Colour                        -3.1714e-04             -1.405e-05
sig_Deadwood                       1.5137e-04             -2.880e-06
sig_Sound2                          6.007e-05              2.283e-06
sig_Smell2                          3.738e-05             -1.336e-06
sig_Colour2                         9.708e-05             -4.440e-07
sig_Deadwood2                       2.035e-05             -3.006e-08
beta_Gender                       -3.4870e-04              2.791e-06
beta_Age                             0.001431             -4.250e-05
beta_Distance                       5.495e-05             -1.245e-06
beta_Charity                        -0.001597             -2.614e-06
beta_Income                         6.012e-05             -2.934e-05
beta_Impairment_Colour            -1.3781e-04              1.716e-05
beta_Impairment_Smell             -1.8636e-04              1.724e-05
beta_Impairment_Sound             -5.6520e-04              3.315e-05
beta_Country                       -8.841e-05              1.484e-05
beta_White                        -4.9984e-04             -1.795e-05
beta_Urbanicity                    2.3538e-04              2.917e-05
beta_MostRecentVisit                 0.001615             -1.873e-05
beta_WoodlandsScore                -1.873e-05              7.780e-06

Classical correlation matrix:
                                        asc_C                 mu_Tax
asc_C                                1.000000               0.002590
mu_Tax                               0.002590               1.000000
mu_Colour2                           0.103618               0.002629
mu_Colour                            0.140607              -0.093481
mu_Smell2                            0.134125               0.055769
mu_Smell                             0.065745               0.283373
mu_Sound2                            0.074940               0.112973
mu_Sound                             0.018099               0.255220
mu_Deadwood2                         0.082091               0.279525
mu_Deadwood                          0.122265               0.118567
sig_Tax                             -0.061299              -0.522756
sig_Sound                           -0.059693               0.034795
sig_Smell                            0.012387               0.030249
sig_Colour                           0.053504               0.094243
sig_Deadwood                         0.030330               0.091153
sig_Sound2                          -0.028708               0.072712
sig_Smell2                          -0.034911               0.060526
sig_Colour2                         -0.002224               0.083784
sig_Deadwood2                       -0.016934               0.027828
beta_Gender                         -0.103284               0.009683
beta_Age                            -0.084911              -0.001586
beta_Distance                       -0.216646               0.025687
beta_Charity                        -0.099284               0.017460
beta_Income                         -0.179362              -0.011013
beta_Impairment_Colour              -0.070501              -0.017430
beta_Impairment_Smell               -0.101424              -0.007942
beta_Impairment_Sound                0.025901               0.012509
beta_Country                        -0.233648               0.016826
beta_White                          -0.376329              -0.001175
beta_Urbanicity                     -0.415814              -0.009427
beta_MostRecentVisit                -0.202380               0.008671
beta_WoodlandsScore                 -0.573140              -0.003732
                                   mu_Colour2              mu_Colour
asc_C                                0.103618               0.140607
mu_Tax                               0.002629              -0.093481
mu_Colour2                           1.000000               0.348170
mu_Colour                            0.348170               1.000000
mu_Smell2                            0.130234               0.246023
mu_Smell                            -0.044244              -0.318361
mu_Sound2                           -0.004970               0.067804
mu_Sound                            -0.183256              -0.407657
mu_Deadwood2                         0.022395               0.089521
mu_Deadwood                          0.214645               0.182030
sig_Tax                              0.006174               0.101839
sig_Sound                           -0.033824              -0.026326
sig_Smell                            0.017075              -0.008368
sig_Colour                           0.025928               0.095086
sig_Deadwood                         0.062615               0.086002
sig_Sound2                           0.045424              -0.019343
sig_Smell2                          -0.087820              -0.089403
sig_Colour2                         -0.049725               0.002024
sig_Deadwood2                        0.034424               0.018258
beta_Gender                         -0.004294              -0.006935
beta_Age                             0.001057              -0.019752
beta_Distance                     -8.2231e-04              -0.007302
beta_Charity                        -0.001267              -0.008496
beta_Income                          0.010558              -0.001900
beta_Impairment_Colour              -0.002085              -0.001451
beta_Impairment_Smell                0.003523             4.2324e-04
beta_Impairment_Sound               -0.002384               0.003272
beta_Country                       7.2076e-04              -0.003109
beta_White                           0.002625              -0.003950
beta_Urbanicity                   -7.0525e-04               0.001425
beta_MostRecentVisit                -0.001619              -0.003280
beta_WoodlandsScore               -3.3842e-04              -0.003428
                                    mu_Smell2               mu_Smell
asc_C                                0.134125               0.065745
mu_Tax                               0.055769               0.283373
mu_Colour2                           0.130234              -0.044244
mu_Colour                            0.246023              -0.318361
mu_Smell2                            1.000000               0.231355
mu_Smell                             0.231355               1.000000
mu_Sound2                           -0.025468               0.044679
mu_Sound                            -0.085076               0.179763
mu_Deadwood2                        -0.002047               0.233487
mu_Deadwood                          0.135023              -0.007162
sig_Tax                             -0.049949              -0.277708
sig_Sound                            0.016850              -0.013859
sig_Smell                            0.003077              -0.082836
sig_Colour                           0.038653               0.065511
sig_Deadwood                         0.001555              -0.021781
sig_Sound2                           0.008017               0.063733
sig_Smell2                          -0.068389               0.041831
sig_Colour2                         -0.122566               0.040387
sig_Deadwood2                       -0.011068               0.029619
beta_Gender                          0.003481              3.834e-05
beta_Age                            -0.016181               0.013166
beta_Distance                       -0.007090               0.011727
beta_Charity                         0.002241               0.008376
beta_Income                         -0.011316            -5.1826e-04
beta_Impairment_Colour             9.3872e-04              -0.002411
beta_Impairment_Smell               -0.001217               0.008774
beta_Impairment_Sound                0.004995              -0.002065
beta_Country                        -0.004943               0.001823
beta_White                          -0.002774               0.002525
beta_Urbanicity                    3.1518e-04              -0.003907
beta_MostRecentVisit                 0.002783               0.009856
beta_WoodlandsScore                -9.304e-05              -0.014504
                                    mu_Sound2               mu_Sound
asc_C                                0.074940               0.018099
mu_Tax                               0.112973               0.255220
mu_Colour2                          -0.004970              -0.183256
mu_Colour                            0.067804              -0.407657
mu_Smell2                           -0.025468              -0.085076
mu_Smell                             0.044679               0.179763
mu_Sound2                            1.000000               0.231971
mu_Sound                             0.231971               1.000000
mu_Deadwood2                         0.101344               0.018985
mu_Deadwood                          0.026081              -0.028637
sig_Tax                             -0.085130              -0.230513
sig_Sound                            0.021441               0.118292
sig_Smell                           -0.001625               0.034358
sig_Colour                           0.048346               0.048813
sig_Deadwood                         0.072437               0.132202
sig_Sound2                          -0.035151               0.037610
sig_Smell2                           0.030637               0.062206
sig_Colour2                          0.122943               0.041363
sig_Deadwood2                        0.029005               0.021586
beta_Gender                         -0.001395               0.002454
beta_Age                            -0.014752             7.9146e-04
beta_Distance                      4.6107e-04               0.014829
beta_Charity                         0.004001               0.012883
beta_Income                         -0.013797              -0.024574
beta_Impairment_Colour              -0.002434              -0.007261
beta_Impairment_Smell                0.003044               0.004016
beta_Impairment_Sound                0.001601               0.001129
beta_Country                        -0.007128            -6.2271e-04
beta_White                          -0.006275              -0.010014
beta_Urbanicity                     -0.004598              -0.006545
beta_MostRecentVisit                 0.007401               0.009890
beta_WoodlandsScore                 -0.010278              -0.014962
                                 mu_Deadwood2            mu_Deadwood
asc_C                                0.082091               0.122265
mu_Tax                               0.279525               0.118567
mu_Colour2                           0.022395               0.214645
mu_Colour                            0.089521               0.182030
mu_Smell2                           -0.002047               0.135023
mu_Smell                             0.233487              -0.007162
mu_Sound2                            0.101344               0.026081
mu_Sound                             0.018985              -0.028637
mu_Deadwood2                         1.000000               0.324484
mu_Deadwood                          0.324484               1.000000
sig_Tax                             -0.240360              -0.090456
sig_Sound                           -0.022204               0.120642
sig_Smell                           -0.040231               0.043404
sig_Colour                           0.130150               0.059089
sig_Deadwood                         0.114963               0.122745
sig_Sound2                           0.098652               0.018639
sig_Smell2                           0.048148              -0.039819
sig_Colour2                          0.183067               0.013488
sig_Deadwood2                        0.096977               0.023468
beta_Gender                       -4.3442e-04              -0.006770
beta_Age                            -0.018032               0.019533
beta_Distance                        0.010327               0.018179
beta_Charity                         0.015808               0.005238
beta_Income                         -0.013946               0.003678
beta_Impairment_Colour              -0.011502              -0.008574
beta_Impairment_Smell                0.011710               0.009100
beta_Impairment_Sound                0.007485              -0.002362
beta_Country                        -0.004833               0.011713
beta_White                          -0.004475              -0.001257
beta_Urbanicity                     -0.011128              -0.004493
beta_MostRecentVisit                 0.016159               0.010771
beta_WoodlandsScore                 -0.019094              -0.010963
                                      sig_Tax              sig_Sound
asc_C                               -0.061299              -0.059693
mu_Tax                              -0.522756               0.034795
mu_Colour2                           0.006174              -0.033824
mu_Colour                            0.101839              -0.026326
mu_Smell2                           -0.049949               0.016850
mu_Smell                            -0.277708              -0.013859
mu_Sound2                           -0.085130               0.021441
mu_Sound                            -0.230513               0.118292
mu_Deadwood2                        -0.240360              -0.022204
mu_Deadwood                         -0.090456               0.120642
sig_Tax                              1.000000               0.004209
sig_Sound                            0.004209               1.000000
sig_Smell                           -0.022400              -0.053563
sig_Colour                          -0.048293              -0.196417
sig_Deadwood                        -0.036199               0.016348
sig_Sound2                          -0.040032               0.142047
sig_Smell2                          -0.023573              -0.032993
sig_Colour2                         -0.056370              -0.028490
sig_Deadwood2                       -0.008422               0.006215
beta_Gender                         -0.001988               0.001846
beta_Age                            -0.044497               0.028972
beta_Distance                       -0.007164               0.047964
beta_Charity                         0.009923               0.021326
beta_Income                          0.026140              -0.029526
beta_Impairment_Colour              -0.009850              -0.024676
beta_Impairment_Smell              6.3262e-04               0.004193
beta_Impairment_Sound                0.010430               0.015508
beta_Country                        -0.002445               0.038137
beta_White                           0.014339               0.001800
beta_Urbanicity                     -0.006820              -0.012033
beta_MostRecentVisit                 0.018563               0.018560
beta_WoodlandsScore                  0.036741               0.011924
                                    sig_Smell             sig_Colour
asc_C                                0.012387               0.053504
mu_Tax                               0.030249               0.094243
mu_Colour2                           0.017075               0.025928
mu_Colour                           -0.008368               0.095086
mu_Smell2                            0.003077               0.038653
mu_Smell                            -0.082836               0.065511
mu_Sound2                           -0.001625               0.048346
mu_Sound                             0.034358               0.048813
mu_Deadwood2                        -0.040231               0.130150
mu_Deadwood                          0.043404               0.059089
sig_Tax                             -0.022400              -0.048293
sig_Sound                           -0.053563              -0.196417
sig_Smell                            1.000000               0.285785
sig_Colour                           0.285785               1.000000
sig_Deadwood                         0.082029               0.157933
sig_Sound2                          -0.016297               0.086078
sig_Smell2                          -0.095039               0.050828
sig_Colour2                         -0.016054               0.170625
sig_Deadwood2                       -0.030064               0.091112
beta_Gender                          0.005262              -0.025923
beta_Age                             0.005122              -0.043099
beta_Distance                       -0.016604              -0.004385
beta_Charity                         0.015697              -0.018328
beta_Income                          0.015384              -0.014477
beta_Impairment_Colour            -4.0749e-04              -0.020998
beta_Impairment_Smell               -0.008826              -0.004013
beta_Impairment_Sound               -0.011463               0.019734
beta_Country                         0.017586             2.8583e-04
beta_White                          -0.008528              -0.031992
beta_Urbanicity                     -0.008367              -0.007256
beta_MostRecentVisit                 0.018629               0.001276
beta_WoodlandsScore                  0.012844              -0.048641
                                 sig_Deadwood             sig_Sound2
asc_C                                0.030330              -0.028708
mu_Tax                               0.091153               0.072712
mu_Colour2                           0.062615               0.045424
mu_Colour                            0.086002              -0.019343
mu_Smell2                            0.001555               0.008017
mu_Smell                            -0.021781               0.063733
mu_Sound2                            0.072437              -0.035151
mu_Sound                             0.132202               0.037610
mu_Deadwood2                         0.114963               0.098652
mu_Deadwood                          0.122745               0.018639
sig_Tax                             -0.036199              -0.040032
sig_Sound                            0.016348               0.142047
sig_Smell                            0.082029              -0.016297
sig_Colour                           0.157933               0.086078
sig_Deadwood                         1.000000               0.065417
sig_Sound2                           0.065417               1.000000
sig_Smell2                           0.077243               0.132046
sig_Colour2                          0.142293               0.158447
sig_Deadwood2                        0.116482               0.144913
beta_Gender                         -0.013467              -0.007500
beta_Age                            -0.045146               0.003542
beta_Distance                       -0.007628               0.023272
beta_Charity                         0.024443               0.022363
beta_Income                         -0.022208              -0.031303
beta_Impairment_Colour              -0.023580              -0.028811
beta_Impairment_Smell                0.016164               0.011679
beta_Impairment_Sound                0.008524               0.013892
beta_Country                        -0.011913            -6.2581e-04
beta_White                          -0.026196              -0.005575
beta_Urbanicity                     -0.014660              -0.012515
beta_MostRecentVisit                -0.003293              -0.001201
beta_WoodlandsScore                 -0.022364               0.004890
                                   sig_Smell2            sig_Colour2
asc_C                               -0.034911              -0.002224
mu_Tax                               0.060526               0.083784
mu_Colour2                          -0.087820              -0.049725
mu_Colour                           -0.089403               0.002024
mu_Smell2                           -0.068389              -0.122566
mu_Smell                             0.041831               0.040387
mu_Sound2                            0.030637               0.122943
mu_Sound                             0.062206               0.041363
mu_Deadwood2                         0.048148               0.183067
mu_Deadwood                         -0.039819               0.013488
sig_Tax                             -0.023573              -0.056370
sig_Sound                           -0.032993              -0.028490
sig_Smell                           -0.095039              -0.016054
sig_Colour                           0.050828               0.170625
sig_Deadwood                         0.077243               0.142293
sig_Sound2                           0.132046               0.158447
sig_Smell2                           1.000000               0.078047
sig_Colour2                          0.078047               1.000000
sig_Deadwood2                        0.053727               0.207296
beta_Gender                          0.008819              -0.028581
beta_Age                             0.006383              -0.020994
beta_Distance                        0.003782               0.013004
beta_Charity                         0.028603            -5.1340e-04
beta_Income                         -0.039506              -0.010911
beta_Impairment_Colour              -0.032255              -0.014120
beta_Impairment_Smell             -2.6812e-04               0.016521
beta_Impairment_Sound                0.009065              -0.002641
beta_Country                        -0.016923              -0.001885
beta_White                         9.0505e-04              -0.009681
beta_Urbanicity                     -0.018524              -0.004073
beta_MostRecentVisit                -0.020700               0.006014
beta_WoodlandsScore                  0.007076              -0.025053
                                sig_Deadwood2            beta_Gender
asc_C                               -0.016934              -0.103284
mu_Tax                               0.027828               0.009683
mu_Colour2                           0.034424              -0.004294
mu_Colour                            0.018258              -0.006935
mu_Smell2                           -0.011068               0.003481
mu_Smell                             0.029619              3.834e-05
mu_Sound2                            0.029005              -0.001395
mu_Sound                             0.021586               0.002454
mu_Deadwood2                         0.096977            -4.3442e-04
mu_Deadwood                          0.023468              -0.006770
sig_Tax                             -0.008422              -0.001988
sig_Sound                            0.006215               0.001846
sig_Smell                           -0.030064               0.005262
sig_Colour                           0.091112              -0.025923
sig_Deadwood                         0.116482              -0.013467
sig_Sound2                           0.144913              -0.007500
sig_Smell2                           0.053727               0.008819
sig_Colour2                          0.207296              -0.028581
sig_Deadwood2                        1.000000               0.001306
beta_Gender                          0.001306               1.000000
beta_Age                             0.002860              -0.215676
beta_Distance                        0.012167              -0.080363
beta_Charity                        -0.010541               0.055488
beta_Income                          0.001081              -0.079003
beta_Impairment_Colour              -0.017152              -0.009801
beta_Impairment_Smell                0.017982              -0.047282
beta_Impairment_Sound               -0.006858              -0.066610
beta_Country                         0.001640              -0.012083
beta_White                          -0.001174               0.078188
beta_Urbanicity                     -0.007340              -0.104331
beta_MostRecentVisit                -0.007593              -0.063901
beta_WoodlandsScore                  0.011091               0.010532
                                     beta_Age          beta_Distance
asc_C                               -0.084911              -0.216646
mu_Tax                              -0.001586               0.025687
mu_Colour2                           0.001057            -8.2231e-04
mu_Colour                           -0.019752              -0.007302
mu_Smell2                           -0.016181              -0.007090
mu_Smell                             0.013166               0.011727
mu_Sound2                           -0.014752             4.6107e-04
mu_Sound                           7.9146e-04               0.014829
mu_Deadwood2                        -0.018032               0.010327
mu_Deadwood                          0.019533               0.018179
sig_Tax                             -0.044497              -0.007164
sig_Sound                            0.028972               0.047964
sig_Smell                            0.005122              -0.016604
sig_Colour                          -0.043099              -0.004385
sig_Deadwood                        -0.045146              -0.007628
sig_Sound2                           0.003542               0.023272
sig_Smell2                           0.006383               0.003782
sig_Colour2                         -0.020994               0.013004
sig_Deadwood2                        0.002860               0.012167
beta_Gender                         -0.215676              -0.080363
beta_Age                             1.000000               0.084206
beta_Distance                        0.084206               1.000000
beta_Charity                         0.033867              -0.098658
beta_Income                          0.024591               0.063952
beta_Impairment_Colour               0.058912              -0.052220
beta_Impairment_Smell                0.058416              -0.026482
beta_Impairment_Sound               -0.066480               0.016974
beta_Country                         0.039282               0.107067
beta_White                          -0.201070              -0.009386
beta_Urbanicity                     -0.048586              -0.014683
beta_MostRecentVisit                 0.235458               0.074382
beta_WoodlandsScore                 -0.132074              -0.041823
                                 beta_Charity            beta_Income
asc_C                               -0.099284              -0.179362
mu_Tax                               0.017460              -0.011013
mu_Colour2                          -0.001267               0.010558
mu_Colour                           -0.008496              -0.001900
mu_Smell2                            0.002241              -0.011316
mu_Smell                             0.008376            -5.1826e-04
mu_Sound2                            0.004001              -0.013797
mu_Sound                             0.012883              -0.024574
mu_Deadwood2                         0.015808              -0.013946
mu_Deadwood                          0.005238               0.003678
sig_Tax                              0.009923               0.026140
sig_Sound                            0.021326              -0.029526
sig_Smell                            0.015697               0.015384
sig_Colour                          -0.018328              -0.014477
sig_Deadwood                         0.024443              -0.022208
sig_Sound2                           0.022363              -0.031303
sig_Smell2                           0.028603              -0.039506
sig_Colour2                       -5.1340e-04              -0.010911
sig_Deadwood2                       -0.010541               0.001081
beta_Gender                          0.055488              -0.079003
beta_Age                             0.033867               0.024591
beta_Distance                       -0.098658               0.063952
beta_Charity                         1.000000              -0.042879
beta_Income                         -0.042879               1.000000
beta_Impairment_Colour              -0.061610               0.059671
beta_Impairment_Smell               -0.110640               0.070877
beta_Impairment_Sound               -0.097570               0.021073
beta_Country                         0.058610               0.017111
beta_White                           0.059206               0.070470
beta_Urbanicity                      0.025487              -0.049381
beta_MostRecentVisit                -0.283586              -0.057124
beta_WoodlandsScore                  0.029222               0.005870
                       beta_Impairment_Colour  beta_Impairment_Smell
asc_C                               -0.070501              -0.101424
mu_Tax                              -0.017430              -0.007942
mu_Colour2                          -0.002085               0.003523
mu_Colour                           -0.001451             4.2324e-04
mu_Smell2                          9.3872e-04              -0.001217
mu_Smell                            -0.002411               0.008774
mu_Sound2                           -0.002434               0.003044
mu_Sound                            -0.007261               0.004016
mu_Deadwood2                        -0.011502               0.011710
mu_Deadwood                         -0.008574               0.009100
sig_Tax                             -0.009850             6.3262e-04
sig_Sound                           -0.024676               0.004193
sig_Smell                         -4.0749e-04              -0.008826
sig_Colour                          -0.020998              -0.004013
sig_Deadwood                        -0.023580               0.016164
sig_Sound2                          -0.028811               0.011679
sig_Smell2                          -0.032255            -2.6812e-04
sig_Colour2                         -0.014120               0.016521
sig_Deadwood2                       -0.017152               0.017982
beta_Gender                         -0.009801              -0.047282
beta_Age                             0.058912               0.058416
beta_Distance                       -0.052220              -0.026482
beta_Charity                        -0.061610              -0.110640
beta_Income                          0.059671               0.070877
beta_Impairment_Colour               1.000000              -0.215198
beta_Impairment_Smell               -0.215198               1.000000
beta_Impairment_Sound               -0.254814              -0.248738
beta_Country                        -0.073353              -0.018662
beta_White                           0.070731              -0.013688
beta_Urbanicity                      0.004310               0.078997
beta_MostRecentVisit                -0.057777               0.003918
beta_WoodlandsScore                  0.040417               0.059964
                        beta_Impairment_Sound           beta_Country
asc_C                                0.025901              -0.233648
mu_Tax                               0.012509               0.016826
mu_Colour2                          -0.002384             7.2076e-04
mu_Colour                            0.003272              -0.003109
mu_Smell2                            0.004995              -0.004943
mu_Smell                            -0.002065               0.001823
mu_Sound2                            0.001601              -0.007128
mu_Sound                             0.001129            -6.2271e-04
mu_Deadwood2                         0.007485              -0.004833
mu_Deadwood                         -0.002362               0.011713
sig_Tax                              0.010430              -0.002445
sig_Sound                            0.015508               0.038137
sig_Smell                           -0.011463               0.017586
sig_Colour                           0.019734             2.8583e-04
sig_Deadwood                         0.008524              -0.011913
sig_Sound2                           0.013892            -6.2581e-04
sig_Smell2                           0.009065              -0.016923
sig_Colour2                         -0.002641              -0.001885
sig_Deadwood2                       -0.006858               0.001640
beta_Gender                         -0.066610              -0.012083
beta_Age                            -0.066480               0.039282
beta_Distance                        0.016974               0.107067
beta_Charity                        -0.097570               0.058610
beta_Income                          0.021073               0.017111
beta_Impairment_Colour              -0.254814              -0.073353
beta_Impairment_Smell               -0.248738              -0.018662
beta_Impairment_Sound                1.000000               0.019121
beta_Country                         0.019121               1.000000
beta_White                          -0.026345              -0.169126
beta_Urbanicity                     -0.009006               0.069464
beta_MostRecentVisit                -0.088371              -0.017142
beta_WoodlandsScore                  0.021755              -0.012866
                                   beta_White        beta_Urbanicity
asc_C                               -0.376329              -0.415814
mu_Tax                              -0.001175              -0.009427
mu_Colour2                           0.002625            -7.0525e-04
mu_Colour                           -0.003950               0.001425
mu_Smell2                           -0.002774             3.1518e-04
mu_Smell                             0.002525              -0.003907
mu_Sound2                           -0.006275              -0.004598
mu_Sound                            -0.010014              -0.006545
mu_Deadwood2                        -0.004475              -0.011128
mu_Deadwood                         -0.001257              -0.004493
sig_Tax                              0.014339              -0.006820
sig_Sound                            0.001800              -0.012033
sig_Smell                           -0.008528              -0.008367
sig_Colour                          -0.031992              -0.007256
sig_Deadwood                        -0.026196              -0.014660
sig_Sound2                          -0.005575              -0.012515
sig_Smell2                         9.0505e-04              -0.018524
sig_Colour2                         -0.009681              -0.004073
sig_Deadwood2                       -0.001174              -0.007340
beta_Gender                          0.078188              -0.104331
beta_Age                            -0.201070              -0.048586
beta_Distance                       -0.009386              -0.014683
beta_Charity                         0.059206               0.025487
beta_Income                          0.070470              -0.049381
beta_Impairment_Colour               0.070731               0.004310
beta_Impairment_Smell               -0.013688               0.078997
beta_Impairment_Sound               -0.026345              -0.009006
beta_Country                        -0.169126               0.069464
beta_White                           1.000000               0.046800
beta_Urbanicity                      0.046800               1.000000
beta_MostRecentVisit                -0.097902               0.109397
beta_WoodlandsScore                  0.035225               0.065087
                         beta_MostRecentVisit    beta_WoodlandsScore
asc_C                               -0.202380              -0.573140
mu_Tax                               0.008671              -0.003732
mu_Colour2                          -0.001619            -3.3842e-04
mu_Colour                           -0.003280              -0.003428
mu_Smell2                            0.002783             -9.304e-05
mu_Smell                             0.009856              -0.014504
mu_Sound2                            0.007401              -0.010278
mu_Sound                             0.009890              -0.014962
mu_Deadwood2                         0.016159              -0.019094
mu_Deadwood                          0.010771              -0.010963
sig_Tax                              0.018563               0.036741
sig_Sound                            0.018560               0.011924
sig_Smell                            0.018629               0.012844
sig_Colour                           0.001276              -0.048641
sig_Deadwood                        -0.003293              -0.022364
sig_Sound2                          -0.001201               0.004890
sig_Smell2                          -0.020700               0.007076
sig_Colour2                          0.006014              -0.025053
sig_Deadwood2                       -0.007593               0.011091
beta_Gender                         -0.063901               0.010532
beta_Age                             0.235458              -0.132074
beta_Distance                        0.074382              -0.041823
beta_Charity                        -0.283586               0.029222
beta_Income                         -0.057124               0.005870
beta_Impairment_Colour              -0.057777               0.040417
beta_Impairment_Smell                0.003918               0.059964
beta_Impairment_Sound               -0.088371               0.021755
beta_Country                        -0.017142              -0.012866
beta_White                          -0.097902               0.035225
beta_Urbanicity                      0.109397               0.065087
beta_MostRecentVisit                 1.000000              -0.113589
beta_WoodlandsScore                 -0.113589               1.000000

Robust correlation matrix:
                                        asc_C                 mu_Tax
asc_C                                1.000000              -0.092127
mu_Tax                              -0.092127               1.000000
mu_Colour2                           0.106493              -0.056217
mu_Colour                            0.110116              -0.101683
mu_Smell2                            0.105180               0.024329
mu_Smell                             0.017406               0.290480
mu_Sound2                            0.108902              -0.019571
mu_Sound                             0.020219               0.154938
mu_Deadwood2                         0.038197               0.326210
mu_Deadwood                          0.102596               0.111178
sig_Tax                            7.5857e-04              -0.425861
sig_Sound                           -0.052155              -0.011011
sig_Smell                         -7.1522e-04               0.086286
sig_Colour                           0.090440               0.149866
sig_Deadwood                         0.023405               0.078769
sig_Sound2                          -0.029874               0.117634
sig_Smell2                          -0.052422               0.110832
sig_Colour2                         -0.019891               0.203654
sig_Deadwood2                       -0.002364               0.038658
beta_Gender                         -0.149248               0.034373
beta_Age                            -0.114395               0.050145
beta_Distance                       -0.226649               0.069841
beta_Charity                        -0.001382               0.068447
beta_Income                         -0.102972              -0.026646
beta_Impairment_Colour              -0.087067              -0.030555
beta_Impairment_Smell               -0.119914               0.020746
beta_Impairment_Sound                0.006867              -0.009167
beta_Country                        -0.281658               0.017553
beta_White                          -0.366656               0.052119
beta_Urbanicity                     -0.380936               0.013563
beta_MostRecentVisit                -0.231650               0.002308
beta_WoodlandsScore                 -0.541825               0.013083
                                   mu_Colour2              mu_Colour
asc_C                                0.106493               0.110116
mu_Tax                              -0.056217              -0.101683
mu_Colour2                           1.000000               0.478802
mu_Colour                            0.478802               1.000000
mu_Smell2                            0.225375               0.291779
mu_Smell                             0.059271              -0.302460
mu_Sound2                            0.205247               0.144498
mu_Sound                            -0.102046              -0.364191
mu_Deadwood2                         0.125342               0.098454
mu_Deadwood                          0.354508               0.149533
sig_Tax                              0.108728               0.143424
sig_Sound                            0.015188               0.007654
sig_Smell                           -0.061717            -9.6545e-04
sig_Colour                          -0.036198               0.079126
sig_Deadwood                         0.018911               0.113311
sig_Sound2                           0.031171              -0.046148
sig_Smell2                          -0.117791              -0.126197
sig_Colour2                         -0.059541              -0.004656
sig_Deadwood2                        0.099042               0.092331
beta_Gender                         -0.003703              -0.018543
beta_Age                            -0.050234              -0.017734
beta_Distance                       -0.012845               0.013706
beta_Charity                         0.023175               0.023353
beta_Income                          0.002351               0.021911
beta_Impairment_Colour               0.007508              -0.004539
beta_Impairment_Smell                0.032686              -0.006284
beta_Impairment_Sound               -0.006215              -0.021575
beta_Country                       7.0950e-04              -0.013721
beta_White                          -0.006653              -0.041257
beta_Urbanicity                     -0.023303              -0.009306
beta_MostRecentVisit                 0.013719               0.032399
beta_WoodlandsScore                 -0.017707              -0.029669
                                    mu_Smell2               mu_Smell
asc_C                                0.105180               0.017406
mu_Tax                               0.024329               0.290480
mu_Colour2                           0.225375               0.059271
mu_Colour                            0.291779              -0.302460
mu_Smell2                            1.000000               0.226037
mu_Smell                             0.226037               1.000000
mu_Sound2                            0.074138               0.085172
mu_Sound                            -0.021902               0.220249
mu_Deadwood2                         0.096519               0.340166
mu_Deadwood                          0.181073               0.128813
sig_Tax                             -0.007387              -0.316821
sig_Sound                            0.076143             1.4523e-04
sig_Smell                           -0.027474              -0.151314
sig_Colour                           0.024535               0.082277
sig_Deadwood                         0.010012              -0.045974
sig_Sound2                           0.014034               0.155458
sig_Smell2                          -0.082961               0.091151
sig_Colour2                         -0.142220               0.156709
sig_Deadwood2                        0.022756               0.109149
beta_Gender                          0.003941               0.026896
beta_Age                            -0.013905               0.029416
beta_Distance                        0.024399               0.032350
beta_Charity                         0.033920               0.030071
beta_Income                         -0.052926              -0.005811
beta_Impairment_Colour               0.003031              -0.041436
beta_Impairment_Smell               -0.016685               0.030703
beta_Impairment_Sound                0.037396               0.034312
beta_Country                        -0.006570               0.045799
beta_White                           0.006415               0.060763
beta_Urbanicity                     -0.011450               0.033904
beta_MostRecentVisit                -0.018754              -0.048970
beta_WoodlandsScore                 -0.035684              -0.032273
                                    mu_Sound2               mu_Sound
asc_C                                0.108902               0.020219
mu_Tax                              -0.019571               0.154938
mu_Colour2                           0.205247              -0.102046
mu_Colour                            0.144498              -0.364191
mu_Smell2                            0.074138              -0.021902
mu_Smell                             0.085172               0.220249
mu_Sound2                            1.000000               0.421136
mu_Sound                             0.421136               1.000000
mu_Deadwood2                         0.141283               0.110321
mu_Deadwood                          0.176137               0.102129
sig_Tax                              0.025575              -0.169381
sig_Sound                            0.150613               0.200228
sig_Smell                           -0.056305               0.036476
sig_Colour                          -0.002591               0.065561
sig_Deadwood                         0.105664               0.205658
sig_Sound2                           0.192505               0.213815
sig_Smell2                          -0.015303               0.075533
sig_Colour2                          0.131331               0.188748
sig_Deadwood2                        0.023228               0.061581
beta_Gender                         -0.001261             1.9727e-04
beta_Age                            -0.003125               0.067740
beta_Distance                        0.031631               0.047354
beta_Charity                         0.004697               0.087866
beta_Income                         -0.016066              -0.062096
beta_Impairment_Colour              -0.005766              -0.002626
beta_Impairment_Smell                0.007286              -0.023483
beta_Impairment_Sound                0.021231             5.7693e-04
beta_Country                        -0.054182               0.006764
beta_White                          -0.038716             4.7297e-04
beta_Urbanicity                     -0.006540              -0.006694
beta_MostRecentVisit                 0.041333              -0.015960
beta_WoodlandsScore                 -0.025039               0.018910
                                 mu_Deadwood2            mu_Deadwood
asc_C                                0.038197               0.102596
mu_Tax                               0.326210               0.111178
mu_Colour2                           0.125342               0.354508
mu_Colour                            0.098454               0.149533
mu_Smell2                            0.096519               0.181073
mu_Smell                             0.340166               0.128813
mu_Sound2                            0.141283               0.176137
mu_Sound                             0.110321               0.102129
mu_Deadwood2                         1.000000               0.428154
mu_Deadwood                          0.428154               1.000000
sig_Tax                             -0.272541              -0.064571
sig_Sound                           -0.020735               0.199747
sig_Smell                           -0.012873               0.058622
sig_Colour                           0.200936               0.049747
sig_Deadwood                         0.103601               0.124723
sig_Sound2                           0.113451               0.043869
sig_Smell2                           0.097535               0.016069
sig_Colour2                          0.282913              -0.024362
sig_Deadwood2                        0.281650               0.150864
beta_Gender                          0.001438              -0.038258
beta_Age                          -6.6979e-04               0.043184
beta_Distance                        0.020310               0.019263
beta_Charity                         0.027134               0.027459
beta_Income                          0.009138               0.016797
beta_Impairment_Colour              -0.028923              -0.009490
beta_Impairment_Smell                0.035985               0.005530
beta_Impairment_Sound                0.018325              -0.018055
beta_Country                         0.009593               0.037029
beta_White                           0.034470               0.008003
beta_Urbanicity                      0.031637            -1.5024e-04
beta_MostRecentVisit                 0.002274            -3.0669e-04
beta_WoodlandsScore                 -0.024128              -0.024493
                                      sig_Tax              sig_Sound
asc_C                              7.5857e-04              -0.052155
mu_Tax                              -0.425861              -0.011011
mu_Colour2                           0.108728               0.015188
mu_Colour                            0.143424               0.007654
mu_Smell2                           -0.007387               0.076143
mu_Smell                            -0.316821             1.4523e-04
mu_Sound2                            0.025575               0.150613
mu_Sound                            -0.169381               0.200228
mu_Deadwood2                        -0.272541              -0.020735
mu_Deadwood                         -0.064571               0.199747
sig_Tax                              1.000000               0.068418
sig_Sound                            0.068418               1.000000
sig_Smell                           -0.044430              -0.042895
sig_Colour                          -0.122565              -0.080353
sig_Deadwood                        -0.026190               0.115036
sig_Sound2                          -0.093516               0.271827
sig_Smell2                          -0.076175              -0.081859
sig_Colour2                         -0.187366               0.018648
sig_Deadwood2                       -0.029407            -7.9049e-04
beta_Gender                         -0.004662               0.013697
beta_Age                            -0.081601               0.116986
beta_Distance                       -0.009019               0.086287
beta_Charity                        -0.019278               0.020547
beta_Income                          0.046972               0.012304
beta_Impairment_Colour              -0.012554              -0.073308
beta_Impairment_Smell               -0.030623              -0.013368
beta_Impairment_Sound                0.037468               0.078853
beta_Country                         0.005764               0.060341
beta_White                          -0.028704              -0.028494
beta_Urbanicity                     -0.055052              -0.075396
beta_MostRecentVisit                 0.049428               0.046491
beta_WoodlandsScore                  0.016680               0.014540
                                    sig_Smell             sig_Colour
asc_C                             -7.1522e-04               0.090440
mu_Tax                               0.086286               0.149866
mu_Colour2                          -0.061717              -0.036198
mu_Colour                         -9.6545e-04               0.079126
mu_Smell2                           -0.027474               0.024535
mu_Smell                            -0.151314               0.082277
mu_Sound2                           -0.056305              -0.002591
mu_Sound                             0.036476               0.065561
mu_Deadwood2                        -0.012873               0.200936
mu_Deadwood                          0.058622               0.049747
sig_Tax                             -0.044430              -0.122565
sig_Sound                           -0.042895              -0.080353
sig_Smell                            1.000000               0.312794
sig_Colour                           0.312794               1.000000
sig_Deadwood                         0.058488               0.282207
sig_Sound2                          -0.002065               0.168905
sig_Smell2                          -0.060341               0.183516
sig_Colour2                         -0.009997               0.342377
sig_Deadwood2                       -0.028045               0.227100
beta_Gender                         -0.011015              -0.123549
beta_Age                            -0.008935               0.032932
beta_Distance                       -0.014776               0.007303
beta_Charity                         0.102769               0.004729
beta_Income                          0.006126               0.001975
beta_Impairment_Colour              -0.024944              -0.095464
beta_Impairment_Smell               -0.004360               0.025342
beta_Impairment_Sound                0.006471               0.032326
beta_Country                         0.104130               0.113786
beta_White                          -0.036535              -0.066267
beta_Urbanicity                     -0.019139               0.002733
beta_MostRecentVisit                -0.050456              -0.072618
beta_WoodlandsScore                  0.017369              -0.046348
                                 sig_Deadwood             sig_Sound2
asc_C                                 0.02341              -0.029874
mu_Tax                                0.07877               0.117634
mu_Colour2                            0.01891               0.031171
mu_Colour                             0.11331              -0.046148
mu_Smell2                             0.01001               0.014034
mu_Smell                             -0.04597               0.155458
mu_Sound2                             0.10566               0.192505
mu_Sound                              0.20566               0.213815
mu_Deadwood2                          0.10360               0.113451
mu_Deadwood                           0.12472               0.043869
sig_Tax                              -0.02619              -0.093516
sig_Sound                             0.11504               0.271827
sig_Smell                             0.05849              -0.002065
sig_Colour                            0.28221               0.168905
sig_Deadwood                          1.00000               0.142094
sig_Sound2                            0.14209               1.000000
sig_Smell2                            0.08685               0.233947
sig_Colour2                           0.32103               0.254402
sig_Deadwood2                         0.23139               0.175962
beta_Gender                          -0.08141              -0.023314
beta_Age                              0.10939               0.047506
beta_Distance                         0.05029               0.021727
beta_Charity                          0.11468               0.023597
beta_Income                          -0.02808              -0.042816
beta_Impairment_Colour               -0.12272              -0.047482
beta_Impairment_Smell                -0.05806               0.019596
beta_Impairment_Sound                 0.07932               0.032121
beta_Country                          0.06311               0.050673
beta_White                           -0.05995               0.010384
beta_Urbanicity                      -0.02526              -0.006791
beta_MostRecentVisit                  0.04215               0.026111
beta_WoodlandsScore                  -0.01155               0.014300
                                   sig_Smell2            sig_Colour2
asc_C                               -0.052422              -0.019891
mu_Tax                               0.110832               0.203654
mu_Colour2                          -0.117791              -0.059541
mu_Colour                           -0.126197              -0.004656
mu_Smell2                           -0.082961              -0.142220
mu_Smell                             0.091151               0.156709
mu_Sound2                           -0.015303               0.131331
mu_Sound                             0.075533               0.188748
mu_Deadwood2                         0.097535               0.282913
mu_Deadwood                          0.016069              -0.024362
sig_Tax                             -0.076175              -0.187366
sig_Sound                           -0.081859               0.018648
sig_Smell                           -0.060341              -0.009997
sig_Colour                           0.183516               0.342377
sig_Deadwood                         0.086849               0.321027
sig_Sound2                           0.233947               0.254402
sig_Smell2                           1.000000               0.222096
sig_Colour2                          0.222096               1.000000
sig_Deadwood2                        0.113871               0.298278
beta_Gender                          0.031111              -0.053721
beta_Age                             0.114715               0.110527
beta_Distance                       -0.004927               0.005746
beta_Charity                        -0.014169               0.012687
beta_Income                          0.057038               0.003803
beta_Impairment_Colour              -0.067526              -0.056522
beta_Impairment_Smell                0.091549               0.025169
beta_Impairment_Sound               -0.020097               0.010670
beta_Country                         0.075442              -0.001822
beta_White                           0.003470               0.005570
beta_Urbanicity                      0.002064               0.040782
beta_MostRecentVisit                 0.012203               0.041140
beta_WoodlandsScore                 -0.006281              -0.002711
                                sig_Deadwood2            beta_Gender
asc_C                               -0.002364              -0.149248
mu_Tax                               0.038658               0.034373
mu_Colour2                           0.099042              -0.003703
mu_Colour                            0.092331              -0.018543
mu_Smell2                            0.022756               0.003941
mu_Smell                             0.109149               0.026896
mu_Sound2                            0.023228              -0.001261
mu_Sound                             0.061581             1.9727e-04
mu_Deadwood2                         0.281650               0.001438
mu_Deadwood                          0.150864              -0.038258
sig_Tax                             -0.029407              -0.004662
sig_Sound                         -7.9049e-04               0.013697
sig_Smell                           -0.028045              -0.011015
sig_Colour                           0.227100              -0.123549
sig_Deadwood                         0.231385              -0.081413
sig_Sound2                           0.175962              -0.023314
sig_Smell2                           0.113871               0.031111
sig_Colour2                          0.298278              -0.053721
sig_Deadwood2                        1.000000            -2.2060e-04
beta_Gender                       -2.2060e-04               1.000000
beta_Age                             0.071521              -0.190260
beta_Distance                        0.010871               0.019268
beta_Charity                        -0.025382               0.133565
beta_Income                          0.026470              -0.094249
beta_Impairment_Colour              -0.022360               0.001940
beta_Impairment_Smell                0.035580              -0.013566
beta_Impairment_Sound                0.009565              -0.057590
beta_Country                         0.035191              -0.031012
beta_White                           0.017830               0.111728
beta_Urbanicity                     -0.004474              -0.131849
beta_MostRecentVisit                 0.007553              -0.075430
beta_WoodlandsScore               -1.6078e-04               0.008700
                                     beta_Age          beta_Distance
asc_C                               -0.114395              -0.226649
mu_Tax                               0.050145               0.069841
mu_Colour2                          -0.050234              -0.012845
mu_Colour                           -0.017734               0.013706
mu_Smell2                           -0.013905               0.024399
mu_Smell                             0.029416               0.032350
mu_Sound2                           -0.003125               0.031631
mu_Sound                             0.067740               0.047354
mu_Deadwood2                      -6.6979e-04               0.020310
mu_Deadwood                          0.043184               0.019263
sig_Tax                             -0.081601              -0.009019
sig_Sound                            0.116986               0.086287
sig_Smell                           -0.008935              -0.014776
sig_Colour                           0.032932               0.007303
sig_Deadwood                         0.109390               0.050294
sig_Sound2                           0.047506               0.021727
sig_Smell2                           0.114715              -0.004927
sig_Colour2                          0.110527               0.005746
sig_Deadwood2                        0.071521               0.010871
beta_Gender                         -0.190260               0.019268
beta_Age                             1.000000               0.160322
beta_Distance                        0.160322               1.000000
beta_Charity                         0.074435              -0.026604
beta_Income                          0.024222               0.060002
beta_Impairment_Colour               0.009470              -0.090884
beta_Impairment_Smell                0.019629              -0.093358
beta_Impairment_Sound               -0.049247               0.125425
beta_Country                       3.4218e-04               0.026678
beta_White                          -0.180548              -0.020180
beta_Urbanicity                     -0.072304              -0.123114
beta_MostRecentVisit                 0.279590               0.206957
beta_WoodlandsScore                 -0.119613              -0.067553
                                 beta_Charity            beta_Income
asc_C                               -0.001382              -0.102972
mu_Tax                               0.068447              -0.026646
mu_Colour2                           0.023175               0.002351
mu_Colour                            0.023353               0.021911
mu_Smell2                            0.033920              -0.052926
mu_Smell                             0.030071              -0.005811
mu_Sound2                            0.004697              -0.016066
mu_Sound                             0.087866              -0.062096
mu_Deadwood2                         0.027134               0.009138
mu_Deadwood                          0.027459               0.016797
sig_Tax                             -0.019278               0.046972
sig_Sound                            0.020547               0.012304
sig_Smell                            0.102769               0.006126
sig_Colour                           0.004729               0.001975
sig_Deadwood                         0.114684              -0.028084
sig_Sound2                           0.023597              -0.042816
sig_Smell2                          -0.014169               0.057038
sig_Colour2                          0.012687               0.003803
sig_Deadwood2                       -0.025382               0.026470
beta_Gender                          0.133565              -0.094249
beta_Age                             0.074435               0.024222
beta_Distance                       -0.026604               0.060002
beta_Charity                         1.000000              -0.120473
beta_Income                         -0.120473               1.000000
beta_Impairment_Colour              -0.068386               0.004941
beta_Impairment_Smell               -0.252742               0.101476
beta_Impairment_Sound               -0.017053               0.003384
beta_Country                         0.067501              -0.019489
beta_White                          -0.026072               0.074484
beta_Urbanicity                     -0.117217               0.010155
beta_MostRecentVisit                -0.302439               0.018008
beta_WoodlandsScore                 -0.007133              -0.126625
                       beta_Impairment_Colour  beta_Impairment_Smell
asc_C                               -0.087067              -0.119914
mu_Tax                              -0.030555               0.020746
mu_Colour2                           0.007508               0.032686
mu_Colour                           -0.004539              -0.006284
mu_Smell2                            0.003031              -0.016685
mu_Smell                            -0.041436               0.030703
mu_Sound2                           -0.005766               0.007286
mu_Sound                            -0.002626              -0.023483
mu_Deadwood2                        -0.028923               0.035985
mu_Deadwood                         -0.009490               0.005530
sig_Tax                             -0.012554              -0.030623
sig_Sound                           -0.073308              -0.013368
sig_Smell                           -0.024944              -0.004360
sig_Colour                          -0.095464               0.025342
sig_Deadwood                        -0.122717              -0.058059
sig_Sound2                          -0.047482               0.019596
sig_Smell2                          -0.067526               0.091549
sig_Colour2                         -0.056522               0.025169
sig_Deadwood2                       -0.022360               0.035580
beta_Gender                          0.001940              -0.013566
beta_Age                             0.009470               0.019629
beta_Distance                       -0.090884              -0.093358
beta_Charity                        -0.068386              -0.252742
beta_Income                          0.004941               0.101476
beta_Impairment_Colour               1.000000              -0.202961
beta_Impairment_Smell               -0.202961               1.000000
beta_Impairment_Sound               -0.266553              -0.291236
beta_Country                        -0.062862               0.009328
beta_White                           0.074227               0.070619
beta_Urbanicity                      0.065704               0.163557
beta_MostRecentVisit                -0.021452              -0.026180
beta_WoodlandsScore                  0.038490               0.034900
                        beta_Impairment_Sound           beta_Country
asc_C                                0.006867              -0.281658
mu_Tax                              -0.009167               0.017553
mu_Colour2                          -0.006215             7.0950e-04
mu_Colour                           -0.021575              -0.013721
mu_Smell2                            0.037396              -0.006570
mu_Smell                             0.034312               0.045799
mu_Sound2                            0.021231              -0.054182
mu_Sound                           5.7693e-04               0.006764
mu_Deadwood2                         0.018325               0.009593
mu_Deadwood                         -0.018055               0.037029
sig_Tax                              0.037468               0.005764
sig_Sound                            0.078853               0.060341
sig_Smell                            0.006471               0.104130
sig_Colour                           0.032326               0.113786
sig_Deadwood                         0.079321               0.063106
sig_Sound2                           0.032121               0.050673
sig_Smell2                          -0.020097               0.075442
sig_Colour2                          0.010670              -0.001822
sig_Deadwood2                        0.009565               0.035191
beta_Gender                         -0.057590              -0.031012
beta_Age                            -0.049247             3.4218e-04
beta_Distance                        0.125425               0.026678
beta_Charity                        -0.017053               0.067501
beta_Income                          0.003384              -0.019489
beta_Impairment_Colour              -0.266553              -0.062862
beta_Impairment_Smell               -0.291236               0.009328
beta_Impairment_Sound                1.000000               0.032671
beta_Country                         0.032671               1.000000
beta_White                          -0.047340              -0.146639
beta_Urbanicity                     -0.106261               0.099969
beta_MostRecentVisit                -0.068025              -0.019428
beta_WoodlandsScore                  0.057474               0.046983
                                   beta_White        beta_Urbanicity
asc_C                               -0.366656              -0.380936
mu_Tax                               0.052119               0.013563
mu_Colour2                          -0.006653              -0.023303
mu_Colour                           -0.041257              -0.009306
mu_Smell2                            0.006415              -0.011450
mu_Smell                             0.060763               0.033904
mu_Sound2                           -0.038716              -0.006540
mu_Sound                           4.7297e-04              -0.006694
mu_Deadwood2                         0.034470               0.031637
mu_Deadwood                          0.008003            -1.5024e-04
sig_Tax                             -0.028704              -0.055052
sig_Sound                           -0.028494              -0.075396
sig_Smell                           -0.036535              -0.019139
sig_Colour                          -0.066267               0.002733
sig_Deadwood                        -0.059954              -0.025261
sig_Sound2                           0.010384              -0.006791
sig_Smell2                           0.003470               0.002064
sig_Colour2                          0.005570               0.040782
sig_Deadwood2                        0.017830              -0.004474
beta_Gender                          0.111728              -0.131849
beta_Age                            -0.180548              -0.072304
beta_Distance                       -0.020180              -0.123114
beta_Charity                        -0.026072              -0.117217
beta_Income                          0.074484               0.010155
beta_Impairment_Colour               0.074227               0.065704
beta_Impairment_Smell                0.070619               0.163557
beta_Impairment_Sound               -0.047340              -0.106261
beta_Country                        -0.146639               0.099969
beta_White                           1.000000               0.025835
beta_Urbanicity                      0.025835               1.000000
beta_MostRecentVisit                -0.089745               0.048683
beta_WoodlandsScore                 -0.046427               0.086911
                         beta_MostRecentVisit    beta_WoodlandsScore
asc_C                               -0.231650              -0.541825
mu_Tax                               0.002308               0.013083
mu_Colour2                           0.013719              -0.017707
mu_Colour                            0.032399              -0.029669
mu_Smell2                           -0.018754              -0.035684
mu_Smell                            -0.048970              -0.032273
mu_Sound2                            0.041333              -0.025039
mu_Sound                            -0.015960               0.018910
mu_Deadwood2                         0.002274              -0.024128
mu_Deadwood                       -3.0669e-04              -0.024493
sig_Tax                              0.049428               0.016680
sig_Sound                            0.046491               0.014540
sig_Smell                           -0.050456               0.017369
sig_Colour                          -0.072618              -0.046348
sig_Deadwood                         0.042148              -0.011554
sig_Sound2                           0.026111               0.014300
sig_Smell2                           0.012203              -0.006281
sig_Colour2                          0.041140              -0.002711
sig_Deadwood2                        0.007553            -1.6078e-04
beta_Gender                         -0.075430               0.008700
beta_Age                             0.279590              -0.119613
beta_Distance                        0.206957              -0.067553
beta_Charity                        -0.302439              -0.007133
beta_Income                          0.018008              -0.126625
beta_Impairment_Colour              -0.021452               0.038490
beta_Impairment_Smell               -0.026180               0.034900
beta_Impairment_Sound               -0.068025               0.057474
beta_Country                        -0.019428               0.046983
beta_White                          -0.089745              -0.046427
beta_Urbanicity                      0.048683               0.086911
beta_MostRecentVisit                 1.000000              -0.167069
beta_WoodlandsScore                 -0.167069               1.000000

 20 worst outliers in terms of lowest average per choice prediction:
   ID Avg prob per choice
 7105           0.1064933
 3524           0.1177055
 3588           0.1195804
 2849           0.1281101
 7098           0.1306132
 6529           0.1339220
 6421           0.1350704
 6488           0.1377970
 6900           0.1424493
 2788           0.1516754
 6985           0.1537987
 6363           0.1555701
 2887           0.1559184
 2882           0.1572670
 6865           0.1605422
 2843           0.1618425
 6497           0.1635547
 6399           0.1660104
 6543           0.1660225
 6643           0.1697029

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                     -0.08099    0.186079    0.267069
mu_Tax                    -3.00000   -3.520678   -0.520678
mu_Colour2                 0.22682    0.291207    0.064387
mu_Colour                  0.26141    0.352624    0.091214
mu_Smell2                  0.11246    0.150031    0.037571
mu_Smell                   0.06292    0.207940    0.145020
mu_Sound2                  0.15790    0.267344    0.109444
mu_Sound                   0.16483    0.197335    0.032505
mu_Deadwood2               0.39064    0.731227    0.340587
mu_Deadwood                0.25687    0.333341    0.076471
sig_Tax                    0.01000    2.802597    2.792597
sig_Sound                  0.01000    0.156081    0.146081
sig_Smell                  0.01000   -0.422369   -0.432369
sig_Colour                 0.01000    0.515920    0.505920
sig_Deadwood               0.01000    0.713144    0.703144
sig_Sound2                 0.01000    0.955445    0.945445
sig_Smell2                 0.01000    0.448694    0.438694
sig_Colour2                0.01000    0.968904    0.958904
sig_Deadwood2              0.01000    0.742790    0.732790
beta_Gender                0.00000   -0.179722   -0.179722
beta_Age                   0.00000   -0.499199   -0.499199
beta_Distance              0.00000   -0.001697   -0.001697
beta_Charity               0.00000   -0.145387   -0.145387
beta_Income                0.00000   -0.337077   -0.337077
beta_Impairment_Colour     0.00000   -0.319422   -0.319422
beta_Impairment_Smell      0.00000    0.075407    0.075407
beta_Impairment_Sound      0.00000    0.119468    0.119468
beta_Country               0.00000   -0.277746   -0.277746
beta_White                 0.00000   -0.176896   -0.176896
beta_Urbanicity            0.00000   -0.168021   -0.168021
beta_MostRecentVisit       0.00000   -0.017718   -0.017718
beta_WoodlandsScore        0.00000   -0.005793   -0.005793

Settings and functions used in model definition:

apollo_control
--------------
                       Value                                    
nCores                 "10"                                     
mixing                 "TRUE"                                   
modelDescr             "H1_Autumn_PreferenceSpaceModel_Balanced"
modelName              "H1_Autumn_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                  0.186079144
mu_Tax                 3.520678247
mu_Colour2             0.291207384
mu_Colour              0.352624031
mu_Smell2              0.150030713
mu_Smell               0.207939847
mu_Sound2              0.267343649
mu_Sound               0.197335257
mu_Deadwood2           0.731227396
mu_Deadwood            0.333341204
sig_Tax                2.802597060
sig_Sound              0.156081260
sig_Smell              0.422369351
sig_Colour             0.515920288
sig_Deadwood           0.713144182
sig_Sound2             0.955444927
sig_Smell2             0.448693578
sig_Colour2            0.968903798
sig_Deadwood2          0.742789946
beta_Gender            0.179722485
beta_Age               0.499198761
beta_Distance          0.001696605
beta_Charity           0.145387183
beta_Income            0.337076816
beta_Impairment_Colour 0.319421998
beta_Impairment_Smell  0.075406871
beta_Impairment_Sound  0.119467976
beta_Country           0.277746114
beta_White             0.176895602
beta_Urbanicity        0.168020910
beta_MostRecentVisit   0.017718051
beta_WoodlandsScore    0.005793121


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)
}
