Model run by stephane.hess using Apollo 0.3.6 on R 4.5.1 for Darwin. Please acknowledge the use of Apollo by citing Hess & Palma (2019) DOI 10.1016/j.jocm.2019.100170 www.ApolloChoiceModelling.com Model name : Mixed_MDCEV Model description : Mixed MDCEV model on time use data, alpha-gamma profile (with alpha=0), no outside good and random constants only in utilities Model run at : 2025-09-19 12:24:42.033573 Estimation method : bgw Estimation diagnosis : Relative function convergence Optimisation diagnosis : Maximum found hessian properties : Negative definite maximum eigenvalue : -2.266751 reciprocal of condition number : 7.83482e-05 Number of individuals : 447 Number of rows in database : 2826 Number of modelled outcomes : 2826 Number of cores used : 4 Number of inter-individual draws : 500 (mlhs) LL(start) : -38429.2 LL at equal shares, LL(0) : NA LL at observed shares, LL(C) : NA LL(final) : -23486.96 Rho-squared vs equal shares : Not applicable Adj.Rho-squared vs equal shares : Not applicable Rho-squared vs observed shares : Not applicable Adj.Rho-squared vs observed shares : Not applicable AIC : 47041.91 BIC : 47244.1 Estimated parameters : 34 Time taken (hh:mm:ss) : 00:20:4.79 pre-estimation : 00:00:13.95 estimation : 00:04:57.1 post-estimation : 00:14:53.75 Iterations : 57 Unconstrained optimisation. Estimates: Estimate s.e. t.rat.(0) Rob.s.e. Rob.t.rat.(0) alpha_generic 0.00000 NA NA NA NA gamma_dropOff 0.31870 0.03248 9.8123 0.04993 6.3827 gamma_work 5.52733 0.33268 16.6148 0.26483 20.8712 gamma_school 2.20487 0.41465 5.3174 0.35769 6.1642 gamma_shopping 0.39535 0.02550 15.5029 0.02927 13.5061 gamma_privBusiness 0.54465 0.04487 12.1376 0.05773 9.4349 gamma_petrol 0.11220 0.02424 4.6291 0.03090 3.6313 gamma_leisure 1.68592 0.10405 16.2023 0.10527 16.0157 gamma_vacation 1.48747 0.56502 2.6326 0.41257 3.6054 gamma_exercise 2.03985 0.18956 10.7609 0.21031 9.6991 gamma_home 2.63068 0.23494 11.1971 0.39418 6.6738 gamma_travel 0.18921 0.01070 17.6857 0.01116 16.9475 gamma_other 1.65529 0.49268 3.3597 0.80120 2.0660 delta_dropOff_mu -4.37003 0.15701 -27.8322 0.18378 -23.7791 delta_work_mu -2.43785 0.08988 -27.1224 0.13762 -17.7138 delta_school_mu -8.19345 0.57502 -14.2489 0.62781 -13.0508 delta_shopping_mu -2.82592 0.08843 -31.9555 0.13944 -20.2666 delta_privBusiness_mu -3.46210 0.10399 -33.2924 0.14914 -23.2133 delta_petrol_mu -6.08924 0.29049 -20.9619 0.40976 -14.8606 delta_leisure_mu -2.70806 0.08743 -30.9726 0.14048 -19.2778 delta_vacation_mu -7.49508 0.44894 -16.6950 0.38408 -19.5145 delta_exercise_mu -4.24469 0.14352 -29.5757 0.17715 -23.9613 delta_home_mu 0.00000 NA NA NA NA delta_travel_mu -0.03520 0.08944 -0.3936 0.13989 -0.2516 delta_other_mu -5.88669 0.34225 -17.2001 0.40607 -14.4967 delta_dropOff_sigma 1.78015 0.12230 14.5559 0.18053 9.8608 delta_work_sigma 0.73489 0.05988 12.2737 0.06540 11.2374 delta_school_sigma -3.02750 0.34226 -8.8456 0.32288 -9.3765 delta_shopping_sigma -0.56325 0.06753 -8.3402 0.06693 -8.4151 delta_privBusiness_sigma -0.94693 0.08699 -10.8860 0.09333 -10.1458 delta_petrol_sigma -1.21357 0.26169 -4.6375 0.44649 -2.7180 delta_leisure_sigma -0.50411 0.06339 -7.9531 0.06446 -7.8207 delta_vacation_sigma -1.25558 0.27954 -4.4917 0.15170 -8.2769 delta_exercise_sigma -1.62232 0.10885 -14.9035 0.10996 -14.7534 delta_home_sigma 0.00000 NA NA NA NA delta_travel_sigma -0.25540 0.05024 -5.0831 0.05858 -4.3596 delta_other_sigma 0.72935 0.46085 1.5826 0.54721 1.3328 sig 1.00000 NA NA NA NA Overview of choices for MDCEV model component : dropOff work school shopping privBusi petrol leisure Times available 2826.00 2826.00 2826.00 2826.0 2826.00 2826.00 2826.00 Observations in which chosen 394.00 1139.00 85.00 783.0 535.00 66.00 883.00 Average consumption when available 0.39 2.89 0.11 0.5 0.44 0.03 1.10 Average consumption when chosen 2.81 7.17 3.52 1.8 2.34 1.33 3.52 vacation exercise home travel other Times available 2826.00 2826.00 2826.00 2826.00 2826.00 Observations in which chosen 21.00 420.00 2770.00 2328.00 56.00 Average consumption when available 0.02 0.73 16.10 1.59 0.10 Average consumption when chosen 2.75 4.90 16.43 1.93 4.82 Classical covariance matrix: gamma_dropOff gamma_work gamma_dropOff 0.001055 -1.022e-05 gamma_work -1.022e-05 0.110673 gamma_school -1.357e-05 -4.3053e-04 gamma_shopping -8.151e-07 -1.894e-05 gamma_privBusiness -3.465e-06 -7.269e-05 gamma_petrol -3.248e-07 -9.371e-06 gamma_leisure -3.116e-06 -4.2235e-04 gamma_vacation 2.424e-06 -1.5353e-04 gamma_exercise -1.061e-05 -4.7349e-04 gamma_home -1.586e-05 -0.005752 gamma_travel 1.138e-06 6.355e-05 gamma_other -2.760e-06 -7.3219e-04 delta_dropOff_mu 2.2758e-04 -0.002049 delta_work_mu -6.296e-06 -0.004323 delta_school_mu -1.3998e-04 -0.001999 delta_shopping_mu -6.951e-06 -0.001765 delta_privBusiness_mu -2.427e-05 -0.001808 delta_petrol_mu -3.152e-05 -0.002515 delta_leisure_mu -1.139e-05 -0.001740 delta_vacation_mu 1.308e-05 -0.002201 delta_exercise_mu -1.812e-05 -0.001779 delta_travel_mu -1.378e-05 -0.002101 delta_other_mu -5.346e-06 -0.003255 delta_dropOff_sigma -8.5222e-04 3.3737e-04 delta_work_sigma 7.201e-07 -0.005305 delta_school_sigma -8.320e-05 -3.0160e-04 delta_shopping_sigma -1.736e-05 -6.501e-05 delta_privBusiness_sigma -1.334e-05 -3.6987e-04 delta_petrol_sigma -3.849e-05 -5.7659e-04 delta_leisure_sigma -1.146e-05 -2.8708e-04 delta_vacation_sigma -6.135e-06 -5.627e-05 delta_exercise_sigma -7.251e-06 -1.2581e-04 delta_travel_sigma -3.022e-06 2.4204e-04 delta_other_sigma 1.381e-05 0.002202 gamma_school gamma_shopping gamma_dropOff -1.357e-05 -8.151e-07 gamma_work -4.3053e-04 -1.894e-05 gamma_school 0.17194 -2.144e-05 gamma_shopping -2.144e-05 6.5035e-04 gamma_privBusiness -1.533e-05 6.730e-07 gamma_petrol -9.335e-08 -3.208e-07 gamma_leisure -1.1831e-04 -9.381e-06 gamma_vacation 3.304e-05 2.404e-06 gamma_exercise -1.7172e-04 -5.703e-06 gamma_home -4.6821e-04 -9.485e-07 gamma_travel 1.984e-05 1.761e-06 gamma_other -6.654e-05 -3.329e-06 delta_dropOff_mu -8.597e-05 -4.281e-06 delta_work_mu -1.3741e-04 2.112e-06 delta_school_mu 0.02403 -8.623e-05 delta_shopping_mu -1.6848e-04 -1.2161e-04 delta_privBusiness_mu -1.7982e-04 7.373e-07 delta_petrol_mu -8.722e-05 -5.326e-05 delta_leisure_mu -1.5105e-04 -1.520e-06 delta_vacation_mu 2.621e-05 -3.311e-05 delta_exercise_mu -2.1027e-04 8.261e-07 delta_travel_mu -2.3890e-04 -9.132e-06 delta_other_mu -1.512e-05 -6.988e-06 delta_dropOff_sigma 6.519e-05 9.201e-06 delta_work_sigma 7.740e-05 -3.336e-07 delta_school_sigma 0.02050 -4.827e-05 delta_shopping_sigma -2.4424e-04 3.1136e-04 delta_privBusiness_sigma -1.3421e-04 9.500e-06 delta_petrol_sigma 2.594e-06 -5.108e-05 delta_leisure_sigma -1.5380e-04 -1.195e-05 delta_vacation_sigma 1.5372e-04 -1.791e-05 delta_exercise_sigma 5.672e-05 -3.188e-07 delta_travel_sigma 1.8487e-04 4.300e-06 delta_other_sigma -1.7108e-04 1.503e-05 gamma_privBusiness gamma_petrol gamma_dropOff -3.465e-06 -3.248e-07 gamma_work -7.269e-05 -9.371e-06 gamma_school -1.533e-05 -9.335e-08 gamma_shopping 6.730e-07 -3.208e-07 gamma_privBusiness 0.002014 -2.968e-07 gamma_petrol -2.968e-07 5.8752e-04 gamma_leisure -1.103e-05 5.590e-07 gamma_vacation 2.279e-06 -4.561e-06 gamma_exercise -7.734e-06 4.384e-07 gamma_home -4.870e-05 -6.789e-06 gamma_travel 1.711e-06 -4.125e-08 gamma_other -9.149e-06 -9.009e-07 delta_dropOff_mu -4.243e-05 -1.229e-05 delta_work_mu -1.920e-05 -1.376e-06 delta_school_mu -7.083e-05 3.616e-05 delta_shopping_mu -1.544e-05 -3.957e-06 delta_privBusiness_mu -5.910e-05 -5.009e-06 delta_petrol_mu -4.350e-05 3.5618e-04 delta_leisure_mu -1.355e-05 -2.417e-06 delta_vacation_mu -2.804e-05 3.064e-05 delta_exercise_mu -5.857e-06 -6.303e-06 delta_travel_mu -2.712e-05 -3.144e-06 delta_other_mu -4.064e-05 -9.868e-06 delta_dropOff_sigma 1.775e-05 7.432e-06 delta_work_sigma 2.297e-05 3.670e-06 delta_school_sigma -1.489e-05 4.416e-05 delta_shopping_sigma 3.398e-06 -2.934e-06 delta_privBusiness_sigma 6.3900e-04 -3.229e-06 delta_petrol_sigma -3.869e-05 4.9771e-04 delta_leisure_sigma 3.752e-06 1.059e-06 delta_vacation_sigma -1.242e-05 3.612e-05 delta_exercise_sigma -2.017e-05 1.874e-06 delta_travel_sigma -1.020e-05 -1.729e-06 delta_other_sigma 3.653e-05 1.272e-05 gamma_leisure gamma_vacation gamma_dropOff -3.116e-06 2.424e-06 gamma_work -4.2235e-04 -1.5353e-04 gamma_school -1.1831e-04 3.304e-05 gamma_shopping -9.381e-06 2.404e-06 gamma_privBusiness -1.103e-05 2.279e-06 gamma_petrol 5.590e-07 -4.561e-06 gamma_leisure 0.010827 -9.468e-05 gamma_vacation -9.468e-05 0.319248 gamma_exercise -3.698e-05 1.714e-05 gamma_home -4.9213e-04 -3.7584e-04 gamma_travel 6.310e-06 3.734e-07 gamma_other -5.393e-05 -2.0379e-04 delta_dropOff_mu -2.5264e-04 -8.684e-05 delta_work_mu -1.7115e-04 -1.6269e-04 delta_school_mu -3.7231e-04 -9.450e-05 delta_shopping_mu -1.6584e-04 -1.1461e-04 delta_privBusiness_mu -1.6169e-04 -1.2197e-04 delta_petrol_mu -1.1523e-04 -6.3735e-04 delta_leisure_mu -6.4266e-04 -1.7492e-04 delta_vacation_mu -1.9984e-04 0.008790 delta_exercise_mu -1.9147e-04 -5.587e-05 delta_travel_mu -1.9457e-04 -1.1134e-04 delta_other_mu -1.5174e-04 -4.9709e-04 delta_dropOff_sigma 5.126e-05 -7.838e-05 delta_work_sigma 5.058e-05 6.669e-05 delta_school_sigma 5.009e-05 8.599e-05 delta_shopping_sigma -8.187e-05 3.648e-05 delta_privBusiness_sigma -8.055e-05 4.015e-05 delta_petrol_sigma 6.680e-05 -5.9240e-04 delta_leisure_sigma 0.001474 -1.2078e-04 delta_vacation_sigma 4.574e-06 0.007635 delta_exercise_sigma -2.466e-05 5.760e-05 delta_travel_sigma 1.236e-05 -3.025e-05 delta_other_sigma 2.955e-05 5.8541e-04 gamma_exercise gamma_home gamma_dropOff -1.061e-05 -1.586e-05 gamma_work -4.7349e-04 -0.005752 gamma_school -1.7172e-04 -4.6821e-04 gamma_shopping -5.703e-06 -9.485e-07 gamma_privBusiness -7.734e-06 -4.870e-05 gamma_petrol 4.384e-07 -6.789e-06 gamma_leisure -3.698e-05 -4.9213e-04 gamma_vacation 1.714e-05 -3.7584e-04 gamma_exercise 0.035933 -8.7031e-04 gamma_home -8.7031e-04 0.055198 gamma_travel 1.438e-05 2.211e-05 gamma_other -7.189e-05 -6.0655e-04 delta_dropOff_mu -3.7162e-04 0.016685 delta_work_mu -3.3233e-04 0.016927 delta_school_mu -4.0546e-04 0.017340 delta_shopping_mu -2.6379e-04 0.016818 delta_privBusiness_mu -2.5976e-04 0.016835 delta_petrol_mu -3.6463e-04 0.016356 delta_leisure_mu -2.6487e-04 0.016888 delta_vacation_mu -2.1080e-04 0.016881 delta_exercise_mu 6.9704e-04 0.017049 delta_travel_mu -3.6298e-04 0.016752 delta_other_mu -7.8506e-04 0.016798 delta_dropOff_sigma 1.3153e-04 -1.7358e-04 delta_work_sigma 9.537e-05 -1.504e-05 delta_school_sigma 1.7773e-04 1.4618e-04 delta_shopping_sigma -1.443e-05 1.3965e-04 delta_privBusiness_sigma 6.448e-05 1.0413e-04 delta_petrol_sigma -2.897e-05 -6.0562e-04 delta_leisure_sigma 4.532e-06 7.014e-05 delta_vacation_sigma -7.693e-06 6.598e-05 delta_exercise_sigma 0.004200 5.1906e-04 delta_travel_sigma 6.602e-05 7.2994e-04 delta_other_sigma 7.6648e-04 9.899e-05 gamma_travel gamma_other gamma_dropOff 1.138e-06 -2.760e-06 gamma_work 6.355e-05 -7.3219e-04 gamma_school 1.984e-05 -6.654e-05 gamma_shopping 1.761e-06 -3.329e-06 gamma_privBusiness 1.711e-06 -9.149e-06 gamma_petrol -4.125e-08 -9.009e-07 gamma_leisure 6.310e-06 -5.393e-05 gamma_vacation 3.734e-07 -2.0379e-04 gamma_exercise 1.438e-05 -7.189e-05 gamma_home 2.211e-05 -6.0655e-04 gamma_travel 1.1446e-04 -1.222e-05 gamma_other -1.222e-05 0.242737 delta_dropOff_mu -5.042e-06 5.318e-06 delta_work_mu 2.621e-06 -2.4385e-04 delta_school_mu 1.0383e-04 -4.4828e-04 delta_shopping_mu 2.189e-06 -1.8058e-04 delta_privBusiness_mu 7.651e-06 -1.4777e-04 delta_petrol_mu -8.897e-06 -1.9473e-04 delta_leisure_mu 5.535e-06 -1.7451e-04 delta_vacation_mu 1.778e-05 -5.6662e-04 delta_exercise_mu 2.373e-05 -3.3273e-04 delta_travel_mu -4.5338e-04 -1.4558e-04 delta_other_mu -1.1383e-04 0.006530 delta_dropOff_sigma 7.410e-06 -2.7372e-04 delta_work_sigma -2.019e-05 1.3009e-04 delta_school_sigma 7.951e-05 -3.0527e-04 delta_shopping_sigma 7.200e-06 -3.224e-06 delta_privBusiness_sigma 5.074e-06 1.992e-05 delta_petrol_sigma -1.859e-05 -2.377e-05 delta_leisure_sigma 4.712e-06 -1.922e-05 delta_vacation_sigma 1.736e-05 -3.6351e-04 delta_exercise_sigma 2.261e-05 -1.3238e-04 delta_travel_sigma 1.5223e-04 -1.6602e-04 delta_other_sigma 1.8321e-04 -0.011446 delta_dropOff_mu delta_work_mu gamma_dropOff 2.2758e-04 -6.296e-06 gamma_work -0.002049 -0.004323 gamma_school -8.597e-05 -1.3741e-04 gamma_shopping -4.281e-06 2.112e-06 gamma_privBusiness -4.243e-05 -1.920e-05 gamma_petrol -1.229e-05 -1.376e-06 gamma_leisure -2.5264e-04 -1.7115e-04 gamma_vacation -8.684e-05 -1.6269e-04 gamma_exercise -3.7162e-04 -3.3233e-04 gamma_home 0.016685 0.016927 gamma_travel -5.042e-06 2.621e-06 gamma_other 5.318e-06 -2.4385e-04 delta_dropOff_mu 0.024653 0.005511 delta_work_mu 0.005511 0.008079 delta_school_mu 0.004059 0.005784 delta_shopping_mu 0.005529 0.005549 delta_privBusiness_mu 0.005463 0.005545 delta_petrol_mu 0.004087 0.005566 delta_leisure_mu 0.005480 0.005549 delta_vacation_mu 0.005000 0.005347 delta_exercise_mu 0.005329 0.005447 delta_travel_mu 0.005535 0.005564 delta_other_mu 0.007598 0.004651 delta_dropOff_sigma -0.011632 9.270e-05 delta_work_sigma 9.376e-05 -7.6070e-04 delta_school_sigma -6.9559e-04 -2.6951e-04 delta_shopping_sigma -1.385e-05 3.957e-06 delta_privBusiness_sigma 7.520e-05 -1.2442e-04 delta_petrol_sigma -0.001470 -1.3738e-04 delta_leisure_sigma -2.7129e-04 -8.120e-05 delta_vacation_sigma -8.1360e-04 -1.812e-05 delta_exercise_sigma 9.224e-05 8.207e-05 delta_travel_sigma 1.4546e-04 3.3133e-04 delta_other_sigma -0.003197 0.001306 delta_school_mu delta_shopping_mu gamma_dropOff -1.3998e-04 -6.951e-06 gamma_work -0.001999 -0.001765 gamma_school 0.024027 -1.6848e-04 gamma_shopping -8.623e-05 -1.2161e-04 gamma_privBusiness -7.083e-05 -1.544e-05 gamma_petrol 3.616e-05 -3.957e-06 gamma_leisure -3.7231e-04 -1.6584e-04 gamma_vacation -9.450e-05 -1.1461e-04 gamma_exercise -4.0546e-04 -2.6379e-04 gamma_home 0.017340 0.016818 gamma_travel 1.0383e-04 2.189e-06 gamma_other -4.4828e-04 -1.8058e-04 delta_dropOff_mu 0.004059 0.005529 delta_work_mu 0.005784 0.005549 delta_school_mu 0.330650 0.005774 delta_shopping_mu 0.005774 0.007820 delta_privBusiness_mu 0.005675 0.005494 delta_petrol_mu 0.008966 0.005160 delta_leisure_mu 0.005512 0.005534 delta_vacation_mu 0.009527 0.005486 delta_exercise_mu 0.005551 0.005621 delta_travel_mu 0.005205 0.005528 delta_other_mu 0.002462 0.005502 delta_dropOff_sigma 0.002710 -1.653e-05 delta_work_sigma -1.9239e-04 -3.141e-06 delta_school_sigma 0.181914 1.6002e-04 delta_shopping_sigma -0.001052 9.8370e-04 delta_privBusiness_sigma -7.2569e-04 4.468e-05 delta_petrol_sigma 0.004700 -3.9324e-04 delta_leisure_sigma -3.1099e-04 2.851e-05 delta_vacation_sigma 0.003175 -2.050e-05 delta_exercise_sigma 0.001940 1.9091e-04 delta_travel_sigma 0.001964 2.6664e-04 delta_other_sigma 0.004548 5.941e-05 delta_privBusiness_mu delta_petrol_mu gamma_dropOff -2.427e-05 -3.152e-05 gamma_work -0.001808 -0.002515 gamma_school -1.7982e-04 -8.722e-05 gamma_shopping 7.373e-07 -5.326e-05 gamma_privBusiness -5.910e-05 -4.350e-05 gamma_petrol -5.009e-06 3.5618e-04 gamma_leisure -1.6169e-04 -1.1523e-04 gamma_vacation -1.2197e-04 -6.3735e-04 gamma_exercise -2.5976e-04 -3.6463e-04 gamma_home 0.016835 0.016356 gamma_travel 7.651e-06 -8.897e-06 gamma_other -1.4777e-04 -1.9473e-04 delta_dropOff_mu 0.005463 0.004087 delta_work_mu 0.005545 0.005566 delta_school_mu 0.005675 0.008966 delta_shopping_mu 0.005494 0.005160 delta_privBusiness_mu 0.010814 0.005142 delta_petrol_mu 0.005142 0.084385 delta_leisure_mu 0.005548 0.005350 delta_vacation_mu 0.005284 0.007547 delta_exercise_mu 0.005625 0.004906 delta_travel_mu 0.005510 0.005312 delta_other_mu 0.005944 0.005372 delta_dropOff_sigma 5.310e-05 7.2689e-04 delta_work_sigma 4.080e-05 3.9973e-04 delta_school_sigma 1.718e-05 0.003755 delta_shopping_sigma 5.638e-05 -3.8481e-04 delta_privBusiness_sigma 0.002913 -2.9929e-04 delta_petrol_sigma -5.2430e-04 0.063219 delta_leisure_sigma 9.427e-05 1.4629e-04 delta_vacation_sigma -3.1358e-04 0.002822 delta_exercise_sigma 7.383e-05 1.6548e-04 delta_travel_sigma 2.8469e-04 4.567e-05 delta_other_sigma -6.7598e-04 -3.546e-05 delta_leisure_mu delta_vacation_mu gamma_dropOff -1.139e-05 1.308e-05 gamma_work -0.001740 -0.002201 gamma_school -1.5105e-04 2.621e-05 gamma_shopping -1.520e-06 -3.311e-05 gamma_privBusiness -1.355e-05 -2.804e-05 gamma_petrol -2.417e-06 3.064e-05 gamma_leisure -6.4266e-04 -1.9984e-04 gamma_vacation -1.7492e-04 0.008790 gamma_exercise -2.6487e-04 -2.1080e-04 gamma_home 0.016888 0.016881 gamma_travel 5.535e-06 1.778e-05 gamma_other -1.7451e-04 -5.6662e-04 delta_dropOff_mu 0.005480 0.005000 delta_work_mu 0.005549 0.005347 delta_school_mu 0.005512 0.009527 delta_shopping_mu 0.005534 0.005486 delta_privBusiness_mu 0.005548 0.005284 delta_petrol_mu 0.005350 0.007547 delta_leisure_mu 0.007645 0.005389 delta_vacation_mu 0.005389 0.201548 delta_exercise_mu 0.005643 0.005907 delta_travel_mu 0.005543 0.005385 delta_other_mu 0.005651 9.7300e-04 delta_dropOff_sigma 3.262e-06 -3.6232e-04 delta_work_sigma -6.551e-07 1.3451e-04 delta_school_sigma 2.3745e-04 0.002960 delta_shopping_sigma 1.463e-05 -4.1687e-04 delta_privBusiness_sigma 6.962e-06 -3.4184e-04 delta_petrol_sigma -2.7414e-04 0.003385 delta_leisure_sigma 9.6630e-04 -2.8755e-04 delta_vacation_sigma -5.463e-05 0.102806 delta_exercise_sigma 1.7536e-04 3.8654e-04 delta_travel_sigma 3.4130e-04 4.3831e-04 delta_other_sigma -1.1592e-04 0.006869 delta_exercise_mu delta_travel_mu gamma_dropOff -1.812e-05 -1.378e-05 gamma_work -0.001779 -0.002101 gamma_school -2.1027e-04 -2.3890e-04 gamma_shopping 8.261e-07 -9.132e-06 gamma_privBusiness -5.857e-06 -2.712e-05 gamma_petrol -6.303e-06 -3.144e-06 gamma_leisure -1.9147e-04 -1.9457e-04 gamma_vacation -5.587e-05 -1.1134e-04 gamma_exercise 6.9704e-04 -3.6298e-04 gamma_home 0.017049 0.016752 gamma_travel 2.373e-05 -4.5338e-04 gamma_other -3.3273e-04 -1.4558e-04 delta_dropOff_mu 0.005329 0.005535 delta_work_mu 0.005447 0.005564 delta_school_mu 0.005551 0.005205 delta_shopping_mu 0.005621 0.005528 delta_privBusiness_mu 0.005625 0.005510 delta_petrol_mu 0.004906 0.005312 delta_leisure_mu 0.005643 0.005543 delta_vacation_mu 0.005907 0.005385 delta_exercise_mu 0.020598 0.005532 delta_travel_mu 0.005532 0.008000 delta_other_mu 0.004006 0.005892 delta_dropOff_sigma 7.129e-05 -8.559e-05 delta_work_sigma -1.3639e-04 3.743e-05 delta_school_sigma -4.5504e-04 -4.1213e-04 delta_shopping_sigma 1.5625e-04 1.136e-05 delta_privBusiness_sigma 1.6892e-04 -4.592e-05 delta_petrol_sigma -6.1156e-04 -2.4385e-04 delta_leisure_sigma 2.621e-05 1.403e-06 delta_vacation_sigma 2.3626e-04 -1.6770e-04 delta_exercise_sigma 0.008779 7.152e-05 delta_travel_sigma 5.6493e-04 -3.2595e-04 delta_other_sigma 0.002567 -5.9095e-04 delta_other_mu delta_dropOff_sigma gamma_dropOff -5.346e-06 -8.5222e-04 gamma_work -0.003255 3.3737e-04 gamma_school -1.512e-05 6.519e-05 gamma_shopping -6.988e-06 9.201e-06 gamma_privBusiness -4.064e-05 1.775e-05 gamma_petrol -9.868e-06 7.432e-06 gamma_leisure -1.5174e-04 5.126e-05 gamma_vacation -4.9709e-04 -7.838e-05 gamma_exercise -7.8506e-04 1.3153e-04 gamma_home 0.016798 -1.7358e-04 gamma_travel -1.1383e-04 7.410e-06 gamma_other 0.006530 -2.7372e-04 delta_dropOff_mu 0.007598 -0.011632 delta_work_mu 0.004651 9.270e-05 delta_school_mu 0.002462 0.002710 delta_shopping_mu 0.005502 -1.653e-05 delta_privBusiness_mu 0.005944 5.310e-05 delta_petrol_mu 0.005372 7.2689e-04 delta_leisure_mu 0.005651 3.262e-06 delta_vacation_mu 9.7300e-04 -3.6232e-04 delta_exercise_mu 0.004006 7.129e-05 delta_travel_mu 0.005892 -8.559e-05 delta_other_mu 0.117133 -0.003264 delta_dropOff_sigma -0.003264 0.014957 delta_work_sigma 0.001166 -2.3664e-04 delta_school_sigma -0.003616 0.001407 delta_shopping_sigma 7.493e-05 -8.639e-07 delta_privBusiness_sigma 3.6528e-04 -8.278e-05 delta_petrol_sigma -2.7127e-04 9.3502e-04 delta_leisure_sigma -1.5574e-04 1.8054e-04 delta_vacation_sigma -0.004298 1.4680e-04 delta_exercise_sigma -0.001360 3.7790e-04 delta_travel_sigma -0.001489 1.0968e-04 delta_other_sigma -0.139838 0.004925 delta_work_sigma delta_school_sigma gamma_dropOff 7.201e-07 -8.320e-05 gamma_work -0.005305 -3.0160e-04 gamma_school 7.740e-05 0.020500 gamma_shopping -3.336e-07 -4.827e-05 gamma_privBusiness 2.297e-05 -1.489e-05 gamma_petrol 3.670e-06 4.416e-05 gamma_leisure 5.058e-05 5.009e-05 gamma_vacation 6.669e-05 8.599e-05 gamma_exercise 9.537e-05 1.7773e-04 gamma_home -1.504e-05 1.4618e-04 gamma_travel -2.019e-05 7.951e-05 gamma_other 1.3009e-04 -3.0527e-04 delta_dropOff_mu 9.376e-05 -6.9559e-04 delta_work_mu -7.6070e-04 -2.6951e-04 delta_school_mu -1.9239e-04 0.181914 delta_shopping_mu -3.141e-06 1.6002e-04 delta_privBusiness_mu 4.080e-05 1.718e-05 delta_petrol_mu 3.9973e-04 0.003755 delta_leisure_mu -6.551e-07 2.3745e-04 delta_vacation_mu 1.3451e-04 0.002960 delta_exercise_mu -1.3639e-04 -4.5504e-04 delta_travel_mu 3.743e-05 -4.1213e-04 delta_other_mu 0.001166 -0.003616 delta_dropOff_sigma -2.3664e-04 0.001407 delta_work_sigma 0.003585 4.716e-05 delta_school_sigma 4.716e-05 0.117142 delta_shopping_sigma 1.2222e-04 -5.2830e-04 delta_privBusiness_sigma 3.4494e-04 -2.8390e-04 delta_petrol_sigma 3.1815e-04 0.005214 delta_leisure_sigma 2.0766e-04 2.2866e-04 delta_vacation_sigma 5.523e-05 0.002397 delta_exercise_sigma 1.547e-05 0.001595 delta_travel_sigma -3.0281e-04 0.001212 delta_other_sigma -0.001786 0.005511 delta_shopping_sigma delta_privBusiness_sigma gamma_dropOff -1.736e-05 -1.334e-05 gamma_work -6.501e-05 -3.6987e-04 gamma_school -2.4424e-04 -1.3421e-04 gamma_shopping 3.1136e-04 9.500e-06 gamma_privBusiness 3.398e-06 6.3900e-04 gamma_petrol -2.934e-06 -3.229e-06 gamma_leisure -8.187e-05 -8.055e-05 gamma_vacation 3.648e-05 4.015e-05 gamma_exercise -1.443e-05 6.448e-05 gamma_home 1.3965e-04 1.0413e-04 gamma_travel 7.200e-06 5.074e-06 gamma_other -3.224e-06 1.992e-05 delta_dropOff_mu -1.385e-05 7.520e-05 delta_work_mu 3.957e-06 -1.2442e-04 delta_school_mu -0.001052 -7.2569e-04 delta_shopping_mu 9.8370e-04 4.468e-05 delta_privBusiness_mu 5.638e-05 0.002913 delta_petrol_mu -3.8481e-04 -2.9929e-04 delta_leisure_mu 1.463e-05 6.962e-06 delta_vacation_mu -4.1687e-04 -3.4184e-04 delta_exercise_mu 1.5625e-04 1.6892e-04 delta_travel_mu 1.136e-05 -4.592e-05 delta_other_mu 7.493e-05 3.6528e-04 delta_dropOff_sigma -8.639e-07 -8.278e-05 delta_work_sigma 1.2222e-04 3.4494e-04 delta_school_sigma -5.2830e-04 -2.8390e-04 delta_shopping_sigma 0.004561 9.526e-05 delta_privBusiness_sigma 9.526e-05 0.007567 delta_petrol_sigma -4.2516e-04 -4.5433e-04 delta_leisure_sigma -9.821e-05 8.851e-05 delta_vacation_sigma -2.3866e-04 -2.2218e-04 delta_exercise_sigma 6.177e-06 -1.9211e-04 delta_travel_sigma 9.793e-05 -5.994e-05 delta_other_sigma -4.536e-05 -4.9908e-04 delta_petrol_sigma delta_leisure_sigma gamma_dropOff -3.849e-05 -1.146e-05 gamma_work -5.7659e-04 -2.8708e-04 gamma_school 2.594e-06 -1.5380e-04 gamma_shopping -5.108e-05 -1.195e-05 gamma_privBusiness -3.869e-05 3.752e-06 gamma_petrol 4.9771e-04 1.059e-06 gamma_leisure 6.680e-05 0.001474 gamma_vacation -5.9240e-04 -1.2078e-04 gamma_exercise -2.897e-05 4.532e-06 gamma_home -6.0562e-04 7.014e-05 gamma_travel -1.859e-05 4.712e-06 gamma_other -2.377e-05 -1.922e-05 delta_dropOff_mu -0.001470 -2.7129e-04 delta_work_mu -1.3738e-04 -8.120e-05 delta_school_mu 0.004700 -3.1099e-04 delta_shopping_mu -3.9324e-04 2.851e-05 delta_privBusiness_mu -5.2430e-04 9.427e-05 delta_petrol_mu 0.063219 1.4629e-04 delta_leisure_mu -2.7414e-04 9.6630e-04 delta_vacation_mu 0.003385 -2.8755e-04 delta_exercise_mu -6.1156e-04 2.621e-05 delta_travel_mu -2.4385e-04 1.403e-06 delta_other_mu -2.7127e-04 -1.5574e-04 delta_dropOff_sigma 9.3502e-04 1.8054e-04 delta_work_sigma 3.1815e-04 2.0766e-04 delta_school_sigma 0.005214 2.2866e-04 delta_shopping_sigma -4.2516e-04 -9.821e-05 delta_privBusiness_sigma -4.5433e-04 8.851e-05 delta_petrol_sigma 0.068480 1.5657e-04 delta_leisure_sigma 1.5657e-04 0.004018 delta_vacation_sigma 0.004289 -2.175e-05 delta_exercise_sigma -5.541e-05 -8.839e-05 delta_travel_sigma -3.1899e-04 1.4513e-04 delta_other_sigma 1.5814e-04 2.9177e-04 delta_vacation_sigma delta_exercise_sigma gamma_dropOff -6.135e-06 -7.251e-06 gamma_work -5.627e-05 -1.2581e-04 gamma_school 1.5372e-04 5.672e-05 gamma_shopping -1.791e-05 -3.188e-07 gamma_privBusiness -1.242e-05 -2.017e-05 gamma_petrol 3.612e-05 1.874e-06 gamma_leisure 4.574e-06 -2.466e-05 gamma_vacation 0.007635 5.760e-05 gamma_exercise -7.693e-06 0.004200 gamma_home 6.598e-05 5.1906e-04 gamma_travel 1.736e-05 2.261e-05 gamma_other -3.6351e-04 -1.3238e-04 delta_dropOff_mu -8.1360e-04 9.224e-05 delta_work_mu -1.812e-05 8.207e-05 delta_school_mu 0.003175 0.001940 delta_shopping_mu -2.050e-05 1.9091e-04 delta_privBusiness_mu -3.1358e-04 7.383e-05 delta_petrol_mu 0.002822 1.6548e-04 delta_leisure_mu -5.463e-05 1.7536e-04 delta_vacation_mu 0.102806 3.8654e-04 delta_exercise_mu 2.3626e-04 0.008779 delta_travel_mu -1.6770e-04 7.152e-05 delta_other_mu -0.004298 -0.001360 delta_dropOff_sigma 1.4680e-04 3.7790e-04 delta_work_sigma 5.523e-05 1.547e-05 delta_school_sigma 0.002397 0.001595 delta_shopping_sigma -2.3866e-04 6.177e-06 delta_privBusiness_sigma -2.2218e-04 -1.9211e-04 delta_petrol_sigma 0.004289 -5.541e-05 delta_leisure_sigma -2.175e-05 -8.839e-05 delta_vacation_sigma 0.078141 2.504e-05 delta_exercise_sigma 2.504e-05 0.011849 delta_travel_sigma 3.2432e-04 3.2494e-04 delta_other_sigma 0.006565 0.002333 delta_travel_sigma delta_other_sigma gamma_dropOff -3.022e-06 1.381e-05 gamma_work 2.4204e-04 0.002202 gamma_school 1.8487e-04 -1.7108e-04 gamma_shopping 4.300e-06 1.503e-05 gamma_privBusiness -1.020e-05 3.653e-05 gamma_petrol -1.729e-06 1.272e-05 gamma_leisure 1.236e-05 2.955e-05 gamma_vacation -3.025e-05 5.8541e-04 gamma_exercise 6.602e-05 7.6648e-04 gamma_home 7.2994e-04 9.899e-05 gamma_travel 1.5223e-04 1.8321e-04 gamma_other -1.6602e-04 -0.011446 delta_dropOff_mu 1.4546e-04 -0.003197 delta_work_mu 3.3133e-04 0.001306 delta_school_mu 0.001964 0.004548 delta_shopping_mu 2.6664e-04 5.941e-05 delta_privBusiness_mu 2.8469e-04 -6.7598e-04 delta_petrol_mu 4.567e-05 -3.546e-05 delta_leisure_mu 3.4130e-04 -1.1592e-04 delta_vacation_mu 4.3831e-04 0.006869 delta_exercise_mu 5.6493e-04 0.002567 delta_travel_mu -3.2595e-04 -5.9095e-04 delta_other_mu -0.001489 -0.139838 delta_dropOff_sigma 1.0968e-04 0.004925 delta_work_sigma -3.0281e-04 -0.001786 delta_school_sigma 0.001212 0.005511 delta_shopping_sigma 9.793e-05 -4.536e-05 delta_privBusiness_sigma -5.994e-05 -4.9908e-04 delta_petrol_sigma -3.1899e-04 1.5814e-04 delta_leisure_sigma 1.4513e-04 2.9177e-04 delta_vacation_sigma 3.2432e-04 0.006565 delta_exercise_sigma 3.2494e-04 0.002333 delta_travel_sigma 0.002524 0.002710 delta_other_sigma 0.002710 0.212378 Robust covariance matrix: gamma_dropOff gamma_work gamma_dropOff 0.002493 -9.4578e-04 gamma_work -9.4578e-04 0.070135 gamma_school -9.1364e-04 0.013206 gamma_shopping 9.462e-05 -3.8068e-04 gamma_privBusiness 3.765e-05 -4.5239e-04 gamma_petrol 1.2748e-04 -4.7982e-04 gamma_leisure 1.5228e-04 0.003252 gamma_vacation -2.9024e-04 0.001511 gamma_exercise 8.8887e-04 -0.004235 gamma_home 0.003408 -0.015124 gamma_travel -4.930e-06 -3.6442e-04 gamma_other 0.002989 -0.011229 delta_dropOff_mu 8.1981e-04 -0.001114 delta_work_mu 0.001054 -0.006993 delta_school_mu 0.002569 -0.010153 delta_shopping_mu 0.001372 -0.003588 delta_privBusiness_mu 7.9545e-04 -0.004322 delta_petrol_mu 0.002081 -0.007007 delta_leisure_mu 0.001148 -0.003554 delta_vacation_mu 0.001179 -1.503e-05 delta_exercise_mu 0.001188 -4.2525e-04 delta_travel_mu 0.001244 -0.003101 delta_other_mu 0.001113 0.001156 delta_dropOff_sigma 1.419e-05 -0.004075 delta_work_sigma 2.766e-05 -0.006426 delta_school_sigma 3.9800e-04 -7.6357e-04 delta_shopping_sigma -6.393e-06 0.001952 delta_privBusiness_sigma -6.5808e-04 -0.001036 delta_petrol_sigma 7.9610e-04 -0.001160 delta_leisure_sigma -3.4085e-04 0.002095 delta_vacation_sigma 7.166e-05 4.8884e-04 delta_exercise_sigma 2.4280e-04 0.001940 delta_travel_sigma -7.287e-05 1.076e-05 delta_other_sigma 1.7942e-04 -0.008361 gamma_school gamma_shopping gamma_dropOff -9.1364e-04 9.462e-05 gamma_work 0.013206 -3.8068e-04 gamma_school 0.127940 -3.8883e-04 gamma_shopping -3.8883e-04 8.5687e-04 gamma_privBusiness 3.5048e-04 7.390e-05 gamma_petrol -0.001243 5.007e-05 gamma_leisure 8.970e-05 3.1891e-04 gamma_vacation -8.2572e-04 4.6382e-04 gamma_exercise -0.001434 1.3086e-04 gamma_home -0.023647 0.001338 gamma_travel -1.8781e-04 4.321e-06 gamma_other 0.002249 0.002901 delta_dropOff_mu -0.003044 -2.1274e-04 delta_work_mu -0.008592 4.7280e-04 delta_school_mu 0.013323 8.0577e-04 delta_shopping_mu -0.007771 2.3629e-04 delta_privBusiness_mu -0.006865 3.2932e-04 delta_petrol_mu -0.010097 5.737e-05 delta_leisure_mu -0.007656 3.4450e-04 delta_vacation_mu -0.005642 1.932e-05 delta_exercise_mu -0.007551 2.7670e-04 delta_travel_mu -0.007009 3.4543e-04 delta_other_mu -0.001805 5.2913e-04 delta_dropOff_sigma -0.016047 2.0850e-04 delta_work_sigma -1.6108e-04 -1.368e-06 delta_school_sigma 0.026643 -5.570e-05 delta_shopping_sigma 6.2456e-04 4.3347e-04 delta_privBusiness_sigma 0.001564 6.072e-06 delta_petrol_sigma 0.003662 -2.1865e-04 delta_leisure_sigma -0.002009 -1.9852e-04 delta_vacation_sigma 6.6862e-04 -3.6665e-04 delta_exercise_sigma -0.001322 3.983e-06 delta_travel_sigma 3.3497e-04 -9.367e-05 delta_other_sigma -0.008335 -5.1873e-04 gamma_privBusiness gamma_petrol gamma_dropOff 3.765e-05 1.2748e-04 gamma_work -4.5239e-04 -4.7982e-04 gamma_school 3.5048e-04 -0.001243 gamma_shopping 7.390e-05 5.007e-05 gamma_privBusiness 0.003332 8.929e-06 gamma_petrol 8.929e-06 9.5474e-04 gamma_leisure -1.2805e-04 1.6126e-04 gamma_vacation 0.001344 8.570e-05 gamma_exercise -7.1933e-04 4.8960e-04 gamma_home 7.2076e-04 0.002638 gamma_travel 4.688e-05 6.242e-07 gamma_other 0.006521 0.001453 delta_dropOff_mu -5.2997e-04 5.4006e-04 delta_work_mu -1.0016e-04 0.001204 delta_school_mu 0.002053 0.002411 delta_shopping_mu -8.272e-05 6.6703e-04 delta_privBusiness_mu 2.0905e-04 8.4980e-04 delta_petrol_mu -4.9918e-04 -0.003602 delta_leisure_mu 2.540e-05 8.2792e-04 delta_vacation_mu -5.6920e-04 1.9414e-04 delta_exercise_mu -6.877e-05 6.5067e-04 delta_travel_mu -1.2777e-04 9.5657e-04 delta_other_mu 0.003381 0.002085 delta_dropOff_sigma 5.4399e-04 0.001071 delta_work_sigma 3.3847e-04 -4.087e-05 delta_school_sigma 6.7265e-04 1.2530e-04 delta_shopping_sigma -3.0260e-04 -1.4746e-04 delta_privBusiness_sigma 2.2709e-04 -1.3590e-04 delta_petrol_sigma -6.9963e-04 -0.006620 delta_leisure_sigma 1.4344e-04 4.566e-05 delta_vacation_sigma -5.5389e-04 -5.9273e-04 delta_exercise_sigma -2.1408e-04 -1.3921e-04 delta_travel_sigma -3.3308e-04 1.7744e-04 delta_other_sigma -0.004225 -0.001320 gamma_leisure gamma_vacation gamma_dropOff 1.5228e-04 -2.9024e-04 gamma_work 0.003252 0.001511 gamma_school 8.970e-05 -8.2572e-04 gamma_shopping 3.1891e-04 4.6382e-04 gamma_privBusiness -1.2805e-04 0.001344 gamma_petrol 1.6126e-04 8.570e-05 gamma_leisure 0.011081 7.0512e-04 gamma_vacation 7.0512e-04 0.170214 gamma_exercise -3.3082e-04 0.002589 gamma_home 0.005102 -0.004169 gamma_travel -4.598e-05 6.110e-05 gamma_other 8.2215e-04 0.010382 delta_dropOff_mu 0.001733 -0.004034 delta_work_mu 0.001465 -0.001425 delta_school_mu -0.003760 -0.008006 delta_shopping_mu 0.001000 -0.001675 delta_privBusiness_mu 7.9181e-04 -0.002288 delta_petrol_mu 0.001157 0.001463 delta_leisure_mu 6.1761e-04 -0.003594 delta_vacation_mu 8.9094e-04 -0.002997 delta_exercise_mu 0.001149 -4.2104e-04 delta_travel_mu 0.001450 -0.003014 delta_other_mu 0.002208 0.002821 delta_dropOff_sigma -0.001167 0.001454 delta_work_sigma -1.9376e-04 -6.1537e-04 delta_school_sigma -0.002048 -2.2489e-04 delta_shopping_sigma 6.588e-05 3.6639e-04 delta_privBusiness_sigma -7.0750e-04 -2.7345e-04 delta_petrol_sigma 0.001343 0.002016 delta_leisure_sigma 0.002015 0.001239 delta_vacation_sigma 7.7331e-04 -0.002499 delta_exercise_sigma 1.4528e-04 0.001394 delta_travel_sigma -5.8811e-04 -0.001996 delta_other_sigma 1.1471e-04 -0.005900 gamma_exercise gamma_home gamma_dropOff 8.8887e-04 0.003408 gamma_work -0.004235 -0.015124 gamma_school -0.001434 -0.023647 gamma_shopping 1.3086e-04 0.001338 gamma_privBusiness -7.1933e-04 7.2076e-04 gamma_petrol 4.8960e-04 0.002638 gamma_leisure -3.3082e-04 0.005102 gamma_vacation 0.002589 -0.004169 gamma_exercise 0.044231 0.004663 gamma_home 0.004663 0.155381 gamma_travel 1.2969e-04 3.5859e-04 gamma_other -0.005451 0.055021 delta_dropOff_mu -0.003428 0.034945 delta_work_mu 0.002143 0.047431 delta_school_mu 0.002192 0.098358 delta_shopping_mu 0.001189 0.050061 delta_privBusiness_mu 9.5283e-04 0.049791 delta_petrol_mu 2.1047e-04 0.054283 delta_leisure_mu 9.1041e-04 0.050165 delta_vacation_mu 0.005124 0.049461 delta_exercise_mu 8.0981e-04 0.046193 delta_travel_mu 0.001164 0.047253 delta_other_mu -2.3999e-04 0.050201 delta_dropOff_sigma 0.002095 0.028123 delta_work_sigma -1.2391e-04 8.8670e-04 delta_school_sigma -0.001770 0.014846 delta_shopping_sigma 2.8596e-04 -8.879e-05 delta_privBusiness_sigma 0.001118 -6.0693e-04 delta_petrol_sigma -2.8776e-04 -0.001453 delta_leisure_sigma -0.001137 -0.002917 delta_vacation_sigma 0.002213 0.001103 delta_exercise_sigma 0.002812 -0.004463 delta_travel_sigma 2.5820e-04 -6.1296e-04 delta_other_sigma 0.002884 0.014479 gamma_travel gamma_other gamma_dropOff -4.930e-06 0.002989 gamma_work -3.6442e-04 -0.011229 gamma_school -1.8781e-04 0.002249 gamma_shopping 4.321e-06 0.002901 gamma_privBusiness 4.688e-05 0.006521 gamma_petrol 6.242e-07 0.001453 gamma_leisure -4.598e-05 8.2215e-04 gamma_vacation 6.110e-05 0.010382 gamma_exercise 1.2969e-04 -0.005451 gamma_home 3.5859e-04 0.055021 gamma_travel 1.2465e-04 7.2068e-04 gamma_other 7.2068e-04 0.641922 delta_dropOff_mu -2.2600e-04 0.006859 delta_work_mu 1.112e-05 0.014506 delta_school_mu -3.9793e-04 0.030653 delta_shopping_mu -7.436e-05 0.013985 delta_privBusiness_mu -9.141e-05 0.019095 delta_petrol_mu -5.379e-05 0.033961 delta_leisure_mu -5.132e-05 0.013773 delta_vacation_mu 2.7034e-04 0.033021 delta_exercise_mu -1.0154e-04 0.002904 delta_travel_mu -5.5170e-04 0.012195 delta_other_mu -2.0402e-04 0.007373 delta_dropOff_sigma 8.634e-05 -8.3394e-04 delta_work_sigma -1.141e-05 0.002425 delta_school_sigma -1.8215e-04 0.004415 delta_shopping_sigma 1.040e-05 7.9485e-04 delta_privBusiness_sigma 1.259e-05 0.001141 delta_petrol_sigma 1.512e-05 0.009162 delta_leisure_sigma 1.130e-05 -5.6887e-04 delta_vacation_sigma 2.865e-05 0.007021 delta_exercise_sigma 4.299e-06 -0.009405 delta_travel_sigma -5.252e-06 -0.001326 delta_other_sigma 6.2570e-04 0.030296 delta_dropOff_mu delta_work_mu gamma_dropOff 8.1981e-04 0.001054 gamma_work -0.001114 -0.006993 gamma_school -0.003044 -0.008592 gamma_shopping -2.1274e-04 4.7280e-04 gamma_privBusiness -5.2997e-04 -1.0016e-04 gamma_petrol 5.4006e-04 0.001204 gamma_leisure 0.001733 0.001465 gamma_vacation -0.004034 -0.001425 gamma_exercise -0.003428 0.002143 gamma_home 0.034945 0.047431 gamma_travel -2.2600e-04 1.112e-05 gamma_other 0.006859 0.014506 delta_dropOff_mu 0.033774 0.010694 delta_work_mu 0.010694 0.018940 delta_school_mu 0.009428 0.029431 delta_shopping_mu 0.012788 0.015533 delta_privBusiness_mu 0.011729 0.014859 delta_petrol_mu 0.008656 0.014371 delta_leisure_mu 0.012817 0.015959 delta_vacation_mu 0.007739 0.013807 delta_exercise_mu 0.010103 0.014507 delta_travel_mu 0.013125 0.016394 delta_other_mu 0.022862 0.014303 delta_dropOff_sigma -0.012017 0.010495 delta_work_sigma 9.6873e-04 -0.002161 delta_school_sigma -0.001082 0.004052 delta_shopping_sigma 5.7928e-04 -3.7888e-04 delta_privBusiness_sigma 1.8939e-04 -8.1083e-04 delta_petrol_sigma -0.006581 -0.005342 delta_leisure_sigma -6.8339e-04 -0.001127 delta_vacation_sigma -0.001667 1.7607e-04 delta_exercise_sigma -0.001425 -0.001121 delta_travel_sigma -1.5141e-04 0.001092 delta_other_sigma -0.010155 0.008251 delta_school_mu delta_shopping_mu gamma_dropOff 0.002569 0.001372 gamma_work -0.010153 -0.003588 gamma_school 0.013323 -0.007771 gamma_shopping 8.0577e-04 2.3629e-04 gamma_privBusiness 0.002053 -8.272e-05 gamma_petrol 0.002411 6.6703e-04 gamma_leisure -0.003760 0.001000 gamma_vacation -0.008006 -0.001675 gamma_exercise 0.002192 0.001189 gamma_home 0.098358 0.050061 gamma_travel -3.9793e-04 -7.436e-05 gamma_other 0.030653 0.013985 delta_dropOff_mu 0.009428 0.012788 delta_work_mu 0.029431 0.015533 delta_school_mu 0.394150 0.029880 delta_shopping_mu 0.029880 0.019443 delta_privBusiness_mu 0.034291 0.016948 delta_petrol_mu 0.055922 0.019290 delta_leisure_mu 0.031845 0.017363 delta_vacation_mu 0.032904 0.016153 delta_exercise_mu 0.040251 0.016253 delta_travel_mu 0.033724 0.017072 delta_other_mu 0.008910 0.017578 delta_dropOff_sigma 0.041042 0.009044 delta_work_sigma 5.1795e-04 -1.5676e-04 delta_school_sigma 0.178862 0.003727 delta_shopping_sigma -0.002695 0.001251 delta_privBusiness_sigma -0.004275 -1.8351e-04 delta_petrol_sigma 0.022746 -4.5652e-04 delta_leisure_sigma -0.003424 -6.9087e-04 delta_vacation_sigma 0.005461 2.6073e-04 delta_exercise_sigma 0.002794 -0.001182 delta_travel_sigma 0.003848 4.9850e-04 delta_other_sigma 0.037100 0.004310 delta_privBusiness_mu delta_petrol_mu gamma_dropOff 7.9545e-04 0.002081 gamma_work -0.004322 -0.007007 gamma_school -0.006865 -0.010097 gamma_shopping 3.2932e-04 5.737e-05 gamma_privBusiness 2.0905e-04 -4.9918e-04 gamma_petrol 8.4980e-04 -0.003602 gamma_leisure 7.9181e-04 0.001157 gamma_vacation -0.002288 0.001463 gamma_exercise 9.5283e-04 2.1047e-04 gamma_home 0.049791 0.054283 gamma_travel -9.141e-05 -5.379e-05 gamma_other 0.019095 0.033961 delta_dropOff_mu 0.011729 0.008656 delta_work_mu 0.014859 0.014371 delta_school_mu 0.034291 0.055922 delta_shopping_mu 0.016948 0.019290 delta_privBusiness_mu 0.022244 0.020050 delta_petrol_mu 0.020050 0.167901 delta_leisure_mu 0.017330 0.017984 delta_vacation_mu 0.015558 0.025710 delta_exercise_mu 0.016121 0.016061 delta_travel_mu 0.017005 0.017058 delta_other_mu 0.018176 3.4942e-04 delta_dropOff_sigma 0.010151 0.017351 delta_work_sigma 7.9067e-04 0.001541 delta_school_sigma 0.005517 0.023464 delta_shopping_sigma 4.2282e-04 -4.2215e-04 delta_privBusiness_sigma 0.002857 0.001015 delta_petrol_sigma 0.001197 0.156881 delta_leisure_sigma -8.5482e-04 -7.524e-05 delta_vacation_sigma 1.0539e-04 0.010666 delta_exercise_sigma -0.001842 -0.001254 delta_travel_sigma 2.6015e-04 -0.001040 delta_other_sigma 0.003734 0.024029 delta_leisure_mu delta_vacation_mu gamma_dropOff 0.001148 0.001179 gamma_work -0.003554 -1.503e-05 gamma_school -0.007656 -0.005642 gamma_shopping 3.4450e-04 1.932e-05 gamma_privBusiness 2.540e-05 -5.6920e-04 gamma_petrol 8.2792e-04 1.9414e-04 gamma_leisure 6.1761e-04 8.9094e-04 gamma_vacation -0.003594 -0.002997 gamma_exercise 9.1041e-04 0.005124 gamma_home 0.050165 0.049461 gamma_travel -5.132e-05 2.7034e-04 gamma_other 0.013773 0.033021 delta_dropOff_mu 0.012817 0.007739 delta_work_mu 0.015959 0.013807 delta_school_mu 0.031845 0.032904 delta_shopping_mu 0.017363 0.016153 delta_privBusiness_mu 0.017330 0.015558 delta_petrol_mu 0.017984 0.025710 delta_leisure_mu 0.019733 0.018531 delta_vacation_mu 0.018531 0.147515 delta_exercise_mu 0.015901 0.014041 delta_travel_mu 0.017319 0.015156 delta_other_mu 0.017408 0.012975 delta_dropOff_sigma 0.009320 0.010032 delta_work_sigma -2.2706e-04 -4.1667e-04 delta_school_sigma 0.004876 0.006546 delta_shopping_sigma 1.9950e-04 -0.001196 delta_privBusiness_sigma -2.954e-05 -4.7665e-04 delta_petrol_sigma -0.001779 0.012098 delta_leisure_sigma 2.0919e-04 -4.1480e-04 delta_vacation_sigma 5.7842e-04 0.042370 delta_exercise_sigma -0.001325 -1.7522e-04 delta_travel_sigma 6.9504e-04 8.6774e-04 delta_other_sigma 0.004217 0.011461 delta_exercise_mu delta_travel_mu gamma_dropOff 0.001188 0.001244 gamma_work -4.2525e-04 -0.003101 gamma_school -0.007551 -0.007009 gamma_shopping 2.7670e-04 3.4543e-04 gamma_privBusiness -6.877e-05 -1.2777e-04 gamma_petrol 6.5067e-04 9.5657e-04 gamma_leisure 0.001149 0.001450 gamma_vacation -4.2104e-04 -0.003014 gamma_exercise 8.0981e-04 0.001164 gamma_home 0.046193 0.047253 gamma_travel -1.0154e-04 -5.5170e-04 gamma_other 0.002904 0.012195 delta_dropOff_mu 0.010103 0.013125 delta_work_mu 0.014507 0.016394 delta_school_mu 0.040251 0.033724 delta_shopping_mu 0.016253 0.017072 delta_privBusiness_mu 0.016121 0.017005 delta_petrol_mu 0.016061 0.017058 delta_leisure_mu 0.015901 0.017319 delta_vacation_mu 0.014041 0.015156 delta_exercise_mu 0.031381 0.016522 delta_travel_mu 0.016522 0.019568 delta_other_mu 0.012535 0.018177 delta_dropOff_sigma 0.010897 0.009344 delta_work_sigma -9.5169e-04 -4.2850e-04 delta_school_sigma 0.008424 0.005059 delta_shopping_sigma -3.1817e-04 -1.4140e-04 delta_privBusiness_sigma 3.4096e-04 -3.0991e-04 delta_petrol_sigma -0.002383 -0.002847 delta_leisure_sigma -5.6907e-04 -9.4384e-04 delta_vacation_sigma 4.5024e-04 -7.051e-05 delta_exercise_sigma 0.007636 -0.001384 delta_travel_sigma 0.001427 9.0949e-04 delta_other_sigma 0.010879 0.001938 delta_other_mu delta_dropOff_sigma gamma_dropOff 0.001113 1.419e-05 gamma_work 0.001156 -0.004075 gamma_school -0.001805 -0.016047 gamma_shopping 5.2913e-04 2.0850e-04 gamma_privBusiness 0.003381 5.4399e-04 gamma_petrol 0.002085 0.001071 gamma_leisure 0.002208 -0.001167 gamma_vacation 0.002821 0.001454 gamma_exercise -2.3999e-04 0.002095 gamma_home 0.050201 0.028123 gamma_travel -2.0402e-04 8.634e-05 gamma_other 0.007373 -8.3394e-04 delta_dropOff_mu 0.022862 -0.012017 delta_work_mu 0.014303 0.010495 delta_school_mu 0.008910 0.041042 delta_shopping_mu 0.017578 0.009044 delta_privBusiness_mu 0.018176 0.010151 delta_petrol_mu 3.4942e-04 0.017351 delta_leisure_mu 0.017408 0.009320 delta_vacation_mu 0.012975 0.010032 delta_exercise_mu 0.012535 0.010897 delta_travel_mu 0.018177 0.009344 delta_other_mu 0.164893 -0.004735 delta_dropOff_sigma -0.004735 0.032591 delta_work_sigma 0.001847 -0.001530 delta_school_sigma -0.012417 0.011118 delta_shopping_sigma 3.2000e-04 -7.2226e-04 delta_privBusiness_sigma 0.002901 -2.4089e-04 delta_petrol_sigma -0.029122 0.004813 delta_leisure_sigma -0.001524 2.9080e-04 delta_vacation_sigma -0.007408 6.3098e-04 delta_exercise_sigma -0.003223 2.3631e-04 delta_travel_sigma -0.004587 0.001081 delta_other_sigma -0.190167 0.021235 delta_work_sigma delta_school_sigma gamma_dropOff 2.766e-05 3.9800e-04 gamma_work -0.006426 -7.6357e-04 gamma_school -1.6108e-04 0.026643 gamma_shopping -1.368e-06 -5.570e-05 gamma_privBusiness 3.3847e-04 6.7265e-04 gamma_petrol -4.087e-05 1.2530e-04 gamma_leisure -1.9376e-04 -0.002048 gamma_vacation -6.1537e-04 -2.2489e-04 gamma_exercise -1.2391e-04 -0.001770 gamma_home 8.8670e-04 0.014846 gamma_travel -1.141e-05 -1.8215e-04 gamma_other 0.002425 0.004415 delta_dropOff_mu 9.6873e-04 -0.001082 delta_work_mu -0.002161 0.004052 delta_school_mu 5.1795e-04 0.178862 delta_shopping_mu -1.5676e-04 0.003727 delta_privBusiness_mu 7.9067e-04 0.005517 delta_petrol_mu 0.001541 0.023464 delta_leisure_mu -2.2706e-04 0.004876 delta_vacation_mu -4.1667e-04 0.006546 delta_exercise_mu -9.5169e-04 0.008424 delta_travel_mu -4.2850e-04 0.005059 delta_other_mu 0.001847 -0.012417 delta_dropOff_sigma -0.001530 0.011118 delta_work_sigma 0.004277 -1.8293e-04 delta_school_sigma -1.8293e-04 0.104253 delta_shopping_sigma -1.0361e-04 -0.001153 delta_privBusiness_sigma 9.3579e-04 -0.002061 delta_petrol_sigma 0.001994 0.023445 delta_leisure_sigma -8.464e-05 -1.3828e-04 delta_vacation_sigma -6.0086e-04 0.003954 delta_exercise_sigma -7.0258e-04 0.003371 delta_travel_sigma -0.001067 0.001707 delta_other_sigma -0.004696 0.023333 delta_shopping_sigma delta_privBusiness_sigma gamma_dropOff -6.393e-06 -6.5808e-04 gamma_work 0.001952 -0.001036 gamma_school 6.2456e-04 0.001564 gamma_shopping 4.3347e-04 6.072e-06 gamma_privBusiness -3.0260e-04 2.2709e-04 gamma_petrol -1.4746e-04 -1.3590e-04 gamma_leisure 6.588e-05 -7.0750e-04 gamma_vacation 3.6639e-04 -2.7345e-04 gamma_exercise 2.8596e-04 0.001118 gamma_home -8.879e-05 -6.0693e-04 gamma_travel 1.040e-05 1.259e-05 gamma_other 7.9485e-04 0.001141 delta_dropOff_mu 5.7928e-04 1.8939e-04 delta_work_mu -3.7888e-04 -8.1083e-04 delta_school_mu -0.002695 -0.004275 delta_shopping_mu 0.001251 -1.8351e-04 delta_privBusiness_mu 4.2282e-04 0.002857 delta_petrol_mu -4.2215e-04 0.001015 delta_leisure_mu 1.9950e-04 -2.954e-05 delta_vacation_mu -0.001196 -4.7665e-04 delta_exercise_mu -3.1817e-04 3.4096e-04 delta_travel_mu -1.4140e-04 -3.0991e-04 delta_other_mu 3.2000e-04 0.002901 delta_dropOff_sigma -7.2226e-04 -2.4089e-04 delta_work_sigma -1.0361e-04 9.3579e-04 delta_school_sigma -0.001153 -0.002061 delta_shopping_sigma 0.004480 5.8757e-04 delta_privBusiness_sigma 5.8757e-04 0.008711 delta_petrol_sigma -3.9035e-04 0.001464 delta_leisure_sigma 7.763e-05 -4.191e-05 delta_vacation_sigma -5.8079e-04 -1.6262e-04 delta_exercise_sigma -5.0948e-04 -9.7093e-04 delta_travel_sigma 3.6135e-04 -2.6655e-04 delta_other_sigma 1.5275e-04 -0.004324 delta_petrol_sigma delta_leisure_sigma gamma_dropOff 7.9610e-04 -3.4085e-04 gamma_work -0.001160 0.002095 gamma_school 0.003662 -0.002009 gamma_shopping -2.1865e-04 -1.9852e-04 gamma_privBusiness -6.9963e-04 1.4344e-04 gamma_petrol -0.006620 4.566e-05 gamma_leisure 0.001343 0.002015 gamma_vacation 0.002016 0.001239 gamma_exercise -2.8776e-04 -0.001137 gamma_home -0.001453 -0.002917 gamma_travel 1.512e-05 1.130e-05 gamma_other 0.009162 -5.6887e-04 delta_dropOff_mu -0.006581 -6.8339e-04 delta_work_mu -0.005342 -0.001127 delta_school_mu 0.022746 -0.003424 delta_shopping_mu -4.5652e-04 -6.9087e-04 delta_privBusiness_mu 0.001197 -8.5482e-04 delta_petrol_mu 0.156881 -7.524e-05 delta_leisure_mu -0.001779 2.0919e-04 delta_vacation_mu 0.012098 -4.1480e-04 delta_exercise_mu -0.002383 -5.6907e-04 delta_travel_mu -0.002847 -9.4384e-04 delta_other_mu -0.029122 -0.001524 delta_dropOff_sigma 0.004813 2.9080e-04 delta_work_sigma 0.001994 -8.464e-05 delta_school_sigma 0.023445 -1.3828e-04 delta_shopping_sigma -3.9035e-04 7.763e-05 delta_privBusiness_sigma 0.001464 -4.191e-05 delta_petrol_sigma 0.199353 -2.0449e-04 delta_leisure_sigma -2.0449e-04 0.004155 delta_vacation_sigma 0.014872 5.0636e-04 delta_exercise_sigma 4.5262e-04 5.569e-05 delta_travel_sigma -0.002660 3.4714e-04 delta_other_sigma 0.029501 0.001905 delta_vacation_sigma delta_exercise_sigma gamma_dropOff 7.166e-05 2.4280e-04 gamma_work 4.8884e-04 0.001940 gamma_school 6.6862e-04 -0.001322 gamma_shopping -3.6665e-04 3.983e-06 gamma_privBusiness -5.5389e-04 -2.1408e-04 gamma_petrol -5.9273e-04 -1.3921e-04 gamma_leisure 7.7331e-04 1.4528e-04 gamma_vacation -0.002499 0.001394 gamma_exercise 0.002213 0.002812 gamma_home 0.001103 -0.004463 gamma_travel 2.865e-05 4.299e-06 gamma_other 0.007021 -0.009405 delta_dropOff_mu -0.001667 -0.001425 delta_work_mu 1.7607e-04 -0.001121 delta_school_mu 0.005461 0.002794 delta_shopping_mu 2.6073e-04 -0.001182 delta_privBusiness_mu 1.0539e-04 -0.001842 delta_petrol_mu 0.010666 -0.001254 delta_leisure_mu 5.7842e-04 -0.001325 delta_vacation_mu 0.042370 -1.7522e-04 delta_exercise_mu 4.5024e-04 0.007636 delta_travel_mu -7.051e-05 -0.001384 delta_other_mu -0.007408 -0.003223 delta_dropOff_sigma 6.3098e-04 2.3631e-04 delta_work_sigma -6.0086e-04 -7.0258e-04 delta_school_sigma 0.003954 0.003371 delta_shopping_sigma -5.8079e-04 -5.0948e-04 delta_privBusiness_sigma -1.6262e-04 -9.7093e-04 delta_petrol_sigma 0.014872 4.5262e-04 delta_leisure_sigma 5.0636e-04 5.569e-05 delta_vacation_sigma 0.023012 8.8219e-04 delta_exercise_sigma 8.8219e-04 0.012092 delta_travel_sigma 4.6907e-04 8.3657e-04 delta_other_sigma 0.013681 0.004108 delta_travel_sigma delta_other_sigma gamma_dropOff -7.287e-05 1.7942e-04 gamma_work 1.076e-05 -0.008361 gamma_school 3.3497e-04 -0.008335 gamma_shopping -9.367e-05 -5.1873e-04 gamma_privBusiness -3.3308e-04 -0.004225 gamma_petrol 1.7744e-04 -0.001320 gamma_leisure -5.8811e-04 1.1471e-04 gamma_vacation -0.001996 -0.005900 gamma_exercise 2.5820e-04 0.002884 gamma_home -6.1296e-04 0.014479 gamma_travel -5.252e-06 6.2570e-04 gamma_other -0.001326 0.030296 delta_dropOff_mu -1.5141e-04 -0.010155 delta_work_mu 0.001092 0.008251 delta_school_mu 0.003848 0.037100 delta_shopping_mu 4.9850e-04 0.004310 delta_privBusiness_mu 2.6015e-04 0.003734 delta_petrol_mu -0.001040 0.024029 delta_leisure_mu 6.9504e-04 0.004217 delta_vacation_mu 8.6774e-04 0.011461 delta_exercise_mu 0.001427 0.010879 delta_travel_mu 9.0949e-04 0.001938 delta_other_mu -0.004587 -0.190167 delta_dropOff_sigma 0.001081 0.021235 delta_work_sigma -0.001067 -0.004696 delta_school_sigma 0.001707 0.023333 delta_shopping_sigma 3.6135e-04 1.5275e-04 delta_privBusiness_sigma -2.6655e-04 -0.004324 delta_petrol_sigma -0.002660 0.029501 delta_leisure_sigma 3.4714e-04 0.001905 delta_vacation_sigma 4.6907e-04 0.013681 delta_exercise_sigma 8.3657e-04 0.004108 delta_travel_sigma 0.003432 0.008314 delta_other_sigma 0.008314 0.299441 Classical correlation matrix: gamma_dropOff gamma_work gamma_dropOff 1.000000 -9.4626e-04 gamma_work -9.4626e-04 1.000000 gamma_school -0.001008 -0.003121 gamma_shopping -9.8411e-04 -0.002232 gamma_privBusiness -0.002377 -0.004869 gamma_petrol -4.1256e-04 -0.001162 gamma_leisure -9.2211e-04 -0.012201 gamma_vacation 1.3209e-04 -8.1680e-04 gamma_exercise -0.001723 -0.007508 gamma_home -0.002079 -0.073596 gamma_travel 0.003276 0.017854 gamma_other -1.7246e-04 -0.004467 delta_dropOff_mu 0.044625 -0.039231 delta_work_mu -0.002157 -0.144588 delta_school_mu -0.007495 -0.010450 delta_shopping_mu -0.002420 -0.059998 delta_privBusiness_mu -0.007187 -0.052261 delta_petrol_mu -0.003341 -0.026024 delta_leisure_mu -0.004009 -0.059823 delta_vacation_mu 8.9670e-04 -0.014737 delta_exercise_mu -0.003888 -0.037265 delta_travel_mu -0.004743 -0.070618 delta_other_mu -4.8091e-04 -0.028592 delta_dropOff_sigma -0.214549 0.008292 delta_work_sigma 3.7026e-04 -0.266306 delta_school_sigma -0.007484 -0.002649 delta_shopping_sigma -0.007913 -0.002894 delta_privBusiness_sigma -0.004720 -0.012781 delta_petrol_sigma -0.004529 -0.006623 delta_leisure_sigma -0.005565 -0.013614 delta_vacation_sigma -6.7572e-04 -6.0512e-04 delta_exercise_sigma -0.002051 -0.003474 delta_travel_sigma -0.001852 0.014481 delta_other_sigma 9.2240e-04 0.014365 gamma_school gamma_shopping gamma_dropOff -0.001008 -9.8411e-04 gamma_work -0.003121 -0.002232 gamma_school 1.000000 -0.002028 gamma_shopping -0.002028 1.000000 gamma_privBusiness -8.2375e-04 5.8806e-04 gamma_petrol -9.288e-06 -5.1904e-04 gamma_leisure -0.002742 -0.003535 gamma_vacation 1.4102e-04 1.6683e-04 gamma_exercise -0.002185 -0.001180 gamma_home -0.004806 -1.5830e-04 gamma_travel 0.004472 0.006456 gamma_other -3.2570e-04 -2.6496e-04 delta_dropOff_mu -0.001320 -0.001069 delta_work_mu -0.003687 9.2118e-04 delta_school_mu 0.100770 -0.005880 delta_shopping_mu -0.004595 -0.053926 delta_privBusiness_mu -0.004170 2.7801e-04 delta_petrol_mu -7.2409e-04 -0.007190 delta_leisure_mu -0.004166 -6.8167e-04 delta_vacation_mu 1.4081e-04 -0.002892 delta_exercise_mu -0.003533 2.2570e-04 delta_travel_mu -0.006442 -0.004004 delta_other_mu -1.0655e-04 -8.0067e-04 delta_dropOff_sigma 0.001286 0.002950 delta_work_sigma 0.003118 -2.1850e-04 delta_school_sigma 0.144448 -0.005530 delta_shopping_sigma -0.008722 0.180790 delta_privBusiness_sigma -0.003721 0.004283 delta_petrol_sigma 2.390e-05 -0.007655 delta_leisure_sigma -0.005852 -0.007390 delta_vacation_sigma 0.001326 -0.002512 delta_exercise_sigma 0.001257 -1.1486e-04 delta_travel_sigma 0.008873 0.003356 delta_other_sigma -8.9529e-04 0.001279 gamma_privBusiness gamma_petrol gamma_dropOff -0.002377 -4.1256e-04 gamma_work -0.004869 -0.001162 gamma_school -8.2375e-04 -9.288e-06 gamma_shopping 5.8806e-04 -5.1904e-04 gamma_privBusiness 1.000000 -2.7289e-04 gamma_petrol -2.7289e-04 1.000000 gamma_leisure -0.002361 2.2163e-04 gamma_vacation 8.989e-05 -3.3306e-04 gamma_exercise -9.0921e-04 9.542e-05 gamma_home -0.004619 -0.001192 gamma_travel 0.003564 -1.5907e-04 gamma_other -4.1384e-04 -7.544e-05 delta_dropOff_mu -0.006023 -0.003228 delta_work_mu -0.004759 -6.3169e-04 delta_school_mu -0.002745 0.002594 delta_shopping_mu -0.003891 -0.001846 delta_privBusiness_mu -0.012664 -0.001987 delta_petrol_mu -0.003337 0.050585 delta_leisure_mu -0.003455 -0.001141 delta_vacation_mu -0.001392 0.002816 delta_exercise_mu -9.0952e-04 -0.001812 delta_travel_mu -0.006757 -0.001450 delta_other_mu -0.002646 -0.001190 delta_dropOff_sigma 0.003235 0.002507 delta_work_sigma 0.008550 0.002529 delta_school_sigma -9.6977e-04 0.005323 delta_shopping_sigma 0.001121 -0.001792 delta_privBusiness_sigma 0.163706 -0.001531 delta_petrol_sigma -0.003294 0.078466 delta_leisure_sigma 0.001319 6.8913e-04 delta_vacation_sigma -9.8989e-04 0.005330 delta_exercise_sigma -0.004130 7.1028e-04 delta_travel_sigma -0.004525 -0.001419 delta_other_sigma 0.001767 0.001138 gamma_leisure gamma_vacation gamma_dropOff -9.2211e-04 1.3209e-04 gamma_work -0.012201 -8.1680e-04 gamma_school -0.002742 1.4102e-04 gamma_shopping -0.003535 1.6683e-04 gamma_privBusiness -0.002361 8.989e-05 gamma_petrol 2.2163e-04 -3.3306e-04 gamma_leisure 1.000000 -0.001610 gamma_vacation -0.001610 1.000000 gamma_exercise -0.001875 1.6007e-04 gamma_home -0.020131 -0.002831 gamma_travel 0.005668 6.178e-05 gamma_other -0.001052 -7.3208e-04 delta_dropOff_mu -0.015463 -9.7887e-04 delta_work_mu -0.018300 -0.003203 delta_school_mu -0.006222 -2.9086e-04 delta_shopping_mu -0.018022 -0.002294 delta_privBusiness_mu -0.014943 -0.002076 delta_petrol_mu -0.003812 -0.003883 delta_leisure_mu -0.070639 -0.003541 delta_vacation_mu -0.004278 0.034651 delta_exercise_mu -0.012822 -6.8896e-04 delta_travel_mu -0.020906 -0.002203 delta_other_mu -0.004261 -0.002571 delta_dropOff_sigma 0.004028 -0.001134 delta_work_sigma 0.008118 0.001971 delta_school_sigma 0.001406 4.4468e-04 delta_shopping_sigma -0.011650 9.5607e-04 delta_privBusiness_sigma -0.008899 8.1693e-04 delta_petrol_sigma 0.002453 -0.004007 delta_leisure_sigma 0.223527 -0.003372 delta_vacation_sigma 1.5726e-04 0.048342 delta_exercise_sigma -0.002177 9.3644e-04 delta_travel_sigma 0.002364 -0.001066 delta_other_sigma 6.1619e-04 0.002248 gamma_exercise gamma_home gamma_dropOff -0.001723 -0.002079 gamma_work -0.007508 -0.073596 gamma_school -0.002185 -0.004806 gamma_shopping -0.001180 -1.5830e-04 gamma_privBusiness -9.0921e-04 -0.004619 gamma_petrol 9.542e-05 -0.001192 gamma_leisure -0.001875 -0.020131 gamma_vacation 1.6007e-04 -0.002831 gamma_exercise 1.000000 -0.019542 gamma_home -0.019542 1.000000 gamma_travel 0.007092 0.008798 gamma_other -7.6978e-04 -0.005240 delta_dropOff_mu -0.012486 0.452296 delta_work_mu -0.019505 0.801552 delta_school_mu -0.003720 0.128354 delta_shopping_mu -0.015736 0.809452 delta_privBusiness_mu -0.013178 0.689076 delta_petrol_mu -0.006622 0.239647 delta_leisure_mu -0.015981 0.822111 delta_vacation_mu -0.002477 0.160046 delta_exercise_mu 0.025621 0.505622 delta_travel_mu -0.021409 0.797187 delta_other_mu -0.012101 0.208915 delta_dropOff_sigma 0.005674 -0.006041 delta_work_sigma 0.008403 -0.001069 delta_school_sigma 0.002739 0.001818 delta_shopping_sigma -0.001127 0.008802 delta_privBusiness_sigma 0.003911 0.005095 delta_petrol_sigma -5.8403e-04 -0.009850 delta_leisure_sigma 3.7721e-04 0.004710 delta_vacation_sigma -1.4518e-04 0.001005 delta_exercise_sigma 0.203533 0.020296 delta_travel_sigma 0.006932 0.061836 delta_other_sigma 0.008774 9.1431e-04 gamma_travel gamma_other gamma_dropOff 0.003276 -1.7246e-04 gamma_work 0.017854 -0.004467 gamma_school 0.004472 -3.2570e-04 gamma_shopping 0.006456 -2.6496e-04 gamma_privBusiness 0.003564 -4.1384e-04 gamma_petrol -1.5907e-04 -7.544e-05 gamma_leisure 0.005668 -0.001052 gamma_vacation 6.178e-05 -7.3208e-04 gamma_exercise 0.007092 -7.6978e-04 gamma_home 0.008798 -0.005240 gamma_travel 1.000000 -0.002319 gamma_other -0.002319 1.000000 delta_dropOff_mu -0.003001 6.875e-05 delta_work_mu 0.002726 -0.005507 delta_school_mu 0.016878 -0.001582 delta_shopping_mu 0.002314 -0.004145 delta_privBusiness_mu 0.006877 -0.002884 delta_petrol_mu -0.002863 -0.001361 delta_leisure_mu 0.005917 -0.004051 delta_vacation_mu 0.003703 -0.002562 delta_exercise_mu 0.015453 -0.004706 delta_travel_mu -0.473803 -0.003304 delta_other_mu -0.031088 0.038729 delta_dropOff_sigma 0.005664 -0.004543 delta_work_sigma -0.031525 0.004410 delta_school_sigma 0.021714 -0.001810 delta_shopping_sigma 0.009965 -9.688e-05 delta_privBusiness_sigma 0.005452 4.6485e-04 delta_petrol_sigma -0.006641 -1.8435e-04 delta_leisure_sigma 0.006948 -6.1535e-04 delta_vacation_sigma 0.005804 -0.002639 delta_exercise_sigma 0.019414 -0.002468 delta_travel_sigma 0.283190 -0.006707 delta_other_sigma 0.037159 -0.050414 delta_dropOff_mu delta_work_mu gamma_dropOff 0.044625 -0.002157 gamma_work -0.039231 -0.144588 gamma_school -0.001320 -0.003687 gamma_shopping -0.001069 9.2118e-04 gamma_privBusiness -0.006023 -0.004759 gamma_petrol -0.003228 -6.3169e-04 gamma_leisure -0.015463 -0.018300 gamma_vacation -9.7887e-04 -0.003203 gamma_exercise -0.012486 -0.019505 gamma_home 0.452296 0.801552 gamma_travel -0.003001 0.002726 gamma_other 6.875e-05 -0.005507 delta_dropOff_mu 1.000000 0.390460 delta_work_mu 0.390460 1.000000 delta_school_mu 0.044958 0.111905 delta_shopping_mu 0.398177 0.698152 delta_privBusiness_mu 0.334590 0.593284 delta_petrol_mu 0.089606 0.213190 delta_leisure_mu 0.399147 0.706094 delta_vacation_mu 0.070932 0.132497 delta_exercise_mu 0.236488 0.422264 delta_travel_mu 0.394138 0.692141 delta_other_mu 0.141399 0.151190 delta_dropOff_sigma -0.605776 0.008433 delta_work_sigma 0.009973 -0.141348 delta_school_sigma -0.012944 -0.008761 delta_shopping_sigma -0.001306 6.5196e-04 delta_privBusiness_sigma 0.005506 -0.015914 delta_petrol_sigma -0.035779 -0.005841 delta_leisure_sigma -0.027258 -0.014251 delta_vacation_sigma -0.018537 -7.2113e-04 delta_exercise_sigma 0.005397 0.008388 delta_travel_sigma 0.018438 0.073366 delta_other_sigma -0.044178 0.031521 delta_school_mu delta_shopping_mu gamma_dropOff -0.007495 -0.002420 gamma_work -0.010450 -0.059998 gamma_school 0.100770 -0.004595 gamma_shopping -0.005880 -0.053926 gamma_privBusiness -0.002745 -0.003891 gamma_petrol 0.002594 -0.001846 gamma_leisure -0.006222 -0.018022 gamma_vacation -2.9086e-04 -0.002294 gamma_exercise -0.003720 -0.015736 gamma_home 0.128354 0.809452 gamma_travel 0.016878 0.002314 gamma_other -0.001582 -0.004145 delta_dropOff_mu 0.044958 0.398177 delta_work_mu 0.111905 0.698152 delta_school_mu 1.000000 0.113552 delta_shopping_mu 0.113552 1.000000 delta_privBusiness_mu 0.094903 0.597403 delta_petrol_mu 0.053674 0.200877 delta_leisure_mu 0.109639 0.715761 delta_vacation_mu 0.036906 0.138175 delta_exercise_mu 0.067262 0.442876 delta_travel_mu 0.101202 0.698952 delta_other_mu 0.012511 0.181792 delta_dropOff_sigma 0.038542 -0.001528 delta_work_sigma -0.005588 -5.9315e-04 delta_school_sigma 0.924329 0.005287 delta_shopping_sigma -0.027083 0.164713 delta_privBusiness_sigma -0.014508 0.005808 delta_petrol_sigma 0.031232 -0.016993 delta_leisure_sigma -0.008532 0.005086 delta_vacation_sigma 0.019752 -8.2941e-04 delta_exercise_sigma 0.030992 0.019832 delta_travel_sigma 0.067989 0.060009 delta_other_sigma 0.017164 0.001458 delta_privBusiness_mu delta_petrol_mu gamma_dropOff -0.007187 -0.003341 gamma_work -0.052261 -0.026024 gamma_school -0.004170 -7.2409e-04 gamma_shopping 2.7801e-04 -0.007190 gamma_privBusiness -0.012664 -0.003337 gamma_petrol -0.001987 0.050585 gamma_leisure -0.014943 -0.003812 gamma_vacation -0.002076 -0.003883 gamma_exercise -0.013178 -0.006622 gamma_home 0.689076 0.239647 gamma_travel 0.006877 -0.002863 gamma_other -0.002884 -0.001361 delta_dropOff_mu 0.334590 0.089606 delta_work_mu 0.593284 0.213190 delta_school_mu 0.094903 0.053674 delta_shopping_mu 0.597403 0.200877 delta_privBusiness_mu 1.000000 0.170204 delta_petrol_mu 0.170204 1.000000 delta_leisure_mu 0.610152 0.210657 delta_vacation_mu 0.113183 0.057871 delta_exercise_mu 0.376910 0.117667 delta_travel_mu 0.592370 0.204443 delta_other_mu 0.167016 0.054032 delta_dropOff_sigma 0.004175 0.020461 delta_work_sigma 0.006553 0.022982 delta_school_sigma 4.8265e-04 0.037764 delta_shopping_sigma 0.008029 -0.019615 delta_privBusiness_sigma 0.322078 -0.011844 delta_petrol_sigma -0.019267 0.831631 delta_leisure_sigma 0.014301 0.007945 delta_vacation_sigma -0.010788 0.034758 delta_exercise_sigma 0.006522 0.005233 delta_travel_sigma 0.054487 0.003129 delta_other_sigma -0.014105 -2.6491e-04 delta_leisure_mu delta_vacation_mu gamma_dropOff -0.004009 8.9670e-04 gamma_work -0.059823 -0.014737 gamma_school -0.004166 1.4081e-04 gamma_shopping -6.8167e-04 -0.002892 gamma_privBusiness -0.003455 -0.001392 gamma_petrol -0.001141 0.002816 gamma_leisure -0.070639 -0.004278 gamma_vacation -0.003541 0.034651 gamma_exercise -0.015981 -0.002477 gamma_home 0.822111 0.160046 gamma_travel 0.005917 0.003703 gamma_other -0.004051 -0.002562 delta_dropOff_mu 0.399147 0.070932 delta_work_mu 0.706094 0.132497 delta_school_mu 0.109639 0.036906 delta_shopping_mu 0.715761 0.138175 delta_privBusiness_mu 0.610152 0.113183 delta_petrol_mu 0.210657 0.057871 delta_leisure_mu 1.000000 0.137281 delta_vacation_mu 0.137281 1.000000 delta_exercise_mu 0.449705 0.091673 delta_travel_mu 0.708779 0.134108 delta_other_mu 0.188860 0.006333 delta_dropOff_sigma 3.0503e-04 -0.006599 delta_work_sigma -1.2514e-04 0.005004 delta_school_sigma 0.007935 0.019261 delta_shopping_sigma 0.002477 -0.013750 delta_privBusiness_sigma 9.1543e-04 -0.008754 delta_petrol_sigma -0.011981 0.028810 delta_leisure_sigma 0.174357 -0.010105 delta_vacation_sigma -0.002235 0.819198 delta_exercise_sigma 0.018425 0.007910 delta_travel_sigma 0.077690 0.019431 delta_other_sigma -0.002877 0.033202 delta_exercise_mu delta_travel_mu gamma_dropOff -0.003888 -0.004743 gamma_work -0.037265 -0.070618 gamma_school -0.003533 -0.006442 gamma_shopping 2.2570e-04 -0.004004 gamma_privBusiness -9.0952e-04 -0.006757 gamma_petrol -0.001812 -0.001450 gamma_leisure -0.012822 -0.020906 gamma_vacation -6.8896e-04 -0.002203 gamma_exercise 0.025621 -0.021409 gamma_home 0.505622 0.797187 gamma_travel 0.015453 -0.473803 gamma_other -0.004706 -0.003304 delta_dropOff_mu 0.236488 0.394138 delta_work_mu 0.422264 0.692141 delta_school_mu 0.067262 0.101202 delta_shopping_mu 0.442876 0.698952 delta_privBusiness_mu 0.376910 0.592370 delta_petrol_mu 0.117667 0.204443 delta_leisure_mu 0.449705 0.708779 delta_vacation_mu 0.091673 0.134108 delta_exercise_mu 1.000000 0.430958 delta_travel_mu 0.430958 1.000000 delta_other_mu 0.081553 0.192491 delta_dropOff_sigma 0.004062 -0.007825 delta_work_sigma -0.015871 0.006989 delta_school_sigma -0.009264 -0.013463 delta_shopping_sigma 0.016121 0.001881 delta_privBusiness_sigma 0.013531 -0.005902 delta_petrol_sigma -0.016283 -0.010418 delta_leisure_sigma 0.002881 2.4739e-04 delta_vacation_sigma 0.005889 -0.006708 delta_exercise_sigma 0.561954 0.007346 delta_travel_sigma 0.078342 -0.072532 delta_other_sigma 0.038815 -0.014337 delta_other_mu delta_dropOff_sigma gamma_dropOff -4.8091e-04 -0.214549 gamma_work -0.028592 0.008292 gamma_school -1.0655e-04 0.001286 gamma_shopping -8.0067e-04 0.002950 gamma_privBusiness -0.002646 0.003235 gamma_petrol -0.001190 0.002507 gamma_leisure -0.004261 0.004028 gamma_vacation -0.002571 -0.001134 gamma_exercise -0.012101 0.005674 gamma_home 0.208915 -0.006041 gamma_travel -0.031088 0.005664 gamma_other 0.038729 -0.004543 delta_dropOff_mu 0.141399 -0.605776 delta_work_mu 0.151190 0.008433 delta_school_mu 0.012511 0.038542 delta_shopping_mu 0.181792 -0.001528 delta_privBusiness_mu 0.167016 0.004175 delta_petrol_mu 0.054032 0.020461 delta_leisure_mu 0.188860 3.0503e-04 delta_vacation_mu 0.006333 -0.006599 delta_exercise_mu 0.081553 0.004062 delta_travel_mu 0.192491 -0.007825 delta_other_mu 1.000000 -0.077982 delta_dropOff_sigma -0.077982 1.000000 delta_work_sigma 0.056921 -0.032316 delta_school_sigma -0.030874 0.033605 delta_shopping_sigma 0.003242 -1.0460e-04 delta_privBusiness_sigma 0.012270 -0.007781 delta_petrol_sigma -0.003029 0.029216 delta_leisure_sigma -0.007179 0.023289 delta_vacation_sigma -0.044927 0.004294 delta_exercise_sigma -0.036494 0.028387 delta_travel_sigma -0.086617 0.017849 delta_other_sigma -0.886606 0.087391 delta_work_sigma delta_school_sigma gamma_dropOff 3.7026e-04 -0.007484 gamma_work -0.266306 -0.002649 gamma_school 0.003118 0.144448 gamma_shopping -2.1850e-04 -0.005530 gamma_privBusiness 0.008550 -9.6977e-04 gamma_petrol 0.002529 0.005323 gamma_leisure 0.008118 0.001406 gamma_vacation 0.001971 4.4468e-04 gamma_exercise 0.008403 0.002739 gamma_home -0.001069 0.001818 gamma_travel -0.031525 0.021714 gamma_other 0.004410 -0.001810 delta_dropOff_mu 0.009973 -0.012944 delta_work_mu -0.141348 -0.008761 delta_school_mu -0.005588 0.924329 delta_shopping_mu -5.9315e-04 0.005287 delta_privBusiness_mu 0.006553 4.8265e-04 delta_petrol_mu 0.022982 0.037764 delta_leisure_mu -1.2514e-04 0.007935 delta_vacation_mu 0.005004 0.019261 delta_exercise_mu -0.015871 -0.009264 delta_travel_mu 0.006989 -0.013463 delta_other_mu 0.056921 -0.030874 delta_dropOff_sigma -0.032316 0.033605 delta_work_sigma 1.000000 0.002301 delta_school_sigma 0.002301 1.000000 delta_shopping_sigma 0.030225 -0.022856 delta_privBusiness_sigma 0.066228 -0.009536 delta_petrol_sigma 0.020305 0.058212 delta_leisure_sigma 0.054715 0.010540 delta_vacation_sigma 0.003300 0.025056 delta_exercise_sigma 0.002374 0.042805 delta_travel_sigma -0.100655 0.070457 delta_other_sigma -0.064715 0.034941 delta_shopping_sigma delta_privBusiness_sigma gamma_dropOff -0.007913 -0.004720 gamma_work -0.002894 -0.012781 gamma_school -0.008722 -0.003721 gamma_shopping 0.180790 0.004283 gamma_privBusiness 0.001121 0.163706 gamma_petrol -0.001792 -0.001531 gamma_leisure -0.011650 -0.008899 gamma_vacation 9.5607e-04 8.1693e-04 gamma_exercise -0.001127 0.003911 gamma_home 0.008802 0.005095 gamma_travel 0.009965 0.005452 gamma_other -9.688e-05 4.6485e-04 delta_dropOff_mu -0.001306 0.005506 delta_work_mu 6.5196e-04 -0.015914 delta_school_mu -0.027083 -0.014508 delta_shopping_mu 0.164713 0.005808 delta_privBusiness_mu 0.008029 0.322078 delta_petrol_mu -0.019615 -0.011844 delta_leisure_mu 0.002477 9.1543e-04 delta_vacation_mu -0.013750 -0.008754 delta_exercise_mu 0.016121 0.013531 delta_travel_mu 0.001881 -0.005902 delta_other_mu 0.003242 0.012270 delta_dropOff_sigma -1.0460e-04 -0.007781 delta_work_sigma 0.030225 0.066228 delta_school_sigma -0.022856 -0.009536 delta_shopping_sigma 1.000000 0.016216 delta_privBusiness_sigma 0.016216 1.000000 delta_petrol_sigma -0.024057 -0.019959 delta_leisure_sigma -0.022942 0.016053 delta_vacation_sigma -0.012642 -0.009137 delta_exercise_sigma 8.4019e-04 -0.020289 delta_travel_sigma 0.028860 -0.013713 delta_other_sigma -0.001457 -0.012450 delta_petrol_sigma delta_leisure_sigma gamma_dropOff -0.004529 -0.005565 gamma_work -0.006623 -0.013614 gamma_school 2.390e-05 -0.005852 gamma_shopping -0.007655 -0.007390 gamma_privBusiness -0.003294 0.001319 gamma_petrol 0.078466 6.8913e-04 gamma_leisure 0.002453 0.223527 gamma_vacation -0.004007 -0.003372 gamma_exercise -5.8403e-04 3.7721e-04 gamma_home -0.009850 0.004710 gamma_travel -0.006641 0.006948 gamma_other -1.8435e-04 -6.1535e-04 delta_dropOff_mu -0.035779 -0.027258 delta_work_mu -0.005841 -0.014251 delta_school_mu 0.031232 -0.008532 delta_shopping_mu -0.016993 0.005086 delta_privBusiness_mu -0.019267 0.014301 delta_petrol_mu 0.831631 0.007945 delta_leisure_mu -0.011981 0.174357 delta_vacation_mu 0.028810 -0.010105 delta_exercise_mu -0.016283 0.002881 delta_travel_mu -0.010418 2.4739e-04 delta_other_mu -0.003029 -0.007179 delta_dropOff_sigma 0.029216 0.023289 delta_work_sigma 0.020305 0.054715 delta_school_sigma 0.058212 0.010540 delta_shopping_sigma -0.024057 -0.022942 delta_privBusiness_sigma -0.019959 0.016053 delta_petrol_sigma 1.000000 0.009439 delta_leisure_sigma 0.009439 1.000000 delta_vacation_sigma 0.058626 -0.001227 delta_exercise_sigma -0.001945 -0.012811 delta_travel_sigma -0.024261 0.045570 delta_other_sigma 0.001311 0.009988 delta_vacation_sigma delta_exercise_sigma gamma_dropOff -6.7572e-04 -0.002051 gamma_work -6.0512e-04 -0.003474 gamma_school 0.001326 0.001257 gamma_shopping -0.002512 -1.1486e-04 gamma_privBusiness -9.8989e-04 -0.004130 gamma_petrol 0.005330 7.1028e-04 gamma_leisure 1.5726e-04 -0.002177 gamma_vacation 0.048342 9.3644e-04 gamma_exercise -1.4518e-04 0.203533 gamma_home 0.001005 0.020296 gamma_travel 0.005804 0.019414 gamma_other -0.002639 -0.002468 delta_dropOff_mu -0.018537 0.005397 delta_work_mu -7.2113e-04 0.008388 delta_school_mu 0.019752 0.030992 delta_shopping_mu -8.2941e-04 0.019832 delta_privBusiness_mu -0.010788 0.006522 delta_petrol_mu 0.034758 0.005233 delta_leisure_mu -0.002235 0.018425 delta_vacation_mu 0.819198 0.007910 delta_exercise_mu 0.005889 0.561954 delta_travel_mu -0.006708 0.007346 delta_other_mu -0.044927 -0.036494 delta_dropOff_sigma 0.004294 0.028387 delta_work_sigma 0.003300 0.002374 delta_school_sigma 0.025056 0.042805 delta_shopping_sigma -0.012642 8.4019e-04 delta_privBusiness_sigma -0.009137 -0.020289 delta_petrol_sigma 0.058626 -0.001945 delta_leisure_sigma -0.001227 -0.012811 delta_vacation_sigma 1.000000 8.2301e-04 delta_exercise_sigma 8.2301e-04 1.000000 delta_travel_sigma 0.023091 0.059412 delta_other_sigma 0.050965 0.046500 delta_travel_sigma delta_other_sigma gamma_dropOff -0.001852 9.2240e-04 gamma_work 0.014481 0.014365 gamma_school 0.008873 -8.9529e-04 gamma_shopping 0.003356 0.001279 gamma_privBusiness -0.004525 0.001767 gamma_petrol -0.001419 0.001138 gamma_leisure 0.002364 6.1619e-04 gamma_vacation -0.001066 0.002248 gamma_exercise 0.006932 0.008774 gamma_home 0.061836 9.1431e-04 gamma_travel 0.283190 0.037159 gamma_other -0.006707 -0.050414 delta_dropOff_mu 0.018438 -0.044178 delta_work_mu 0.073366 0.031521 delta_school_mu 0.067989 0.017164 delta_shopping_mu 0.060009 0.001458 delta_privBusiness_mu 0.054487 -0.014105 delta_petrol_mu 0.003129 -2.6491e-04 delta_leisure_mu 0.077690 -0.002877 delta_vacation_mu 0.019431 0.033202 delta_exercise_mu 0.078342 0.038815 delta_travel_mu -0.072532 -0.014337 delta_other_mu -0.086617 -0.886606 delta_dropOff_sigma 0.017849 0.087391 delta_work_sigma -0.100655 -0.064715 delta_school_sigma 0.070457 0.034941 delta_shopping_sigma 0.028860 -0.001457 delta_privBusiness_sigma -0.013713 -0.012450 delta_petrol_sigma -0.024261 0.001311 delta_leisure_sigma 0.045570 0.009988 delta_vacation_sigma 0.023091 0.050965 delta_exercise_sigma 0.059412 0.046500 delta_travel_sigma 1.000000 0.117022 delta_other_sigma 0.117022 1.000000 Robust correlation matrix: gamma_dropOff gamma_work gamma_dropOff 1.000000 -0.071522 gamma_work -0.071522 1.000000 gamma_school -0.051155 0.139414 gamma_shopping 0.064733 -0.049106 gamma_privBusiness 0.013063 -0.029591 gamma_petrol 0.082628 -0.058636 gamma_leisure 0.028971 0.116644 gamma_vacation -0.014089 0.013828 gamma_exercise 0.084643 -0.076029 gamma_home 0.173147 -0.144877 gamma_travel -0.008843 -0.123252 gamma_other 0.074710 -0.052920 delta_dropOff_mu 0.089340 -0.022882 delta_work_mu 0.153435 -0.191873 delta_school_mu 0.081966 -0.061067 delta_shopping_mu 0.197033 -0.097160 delta_privBusiness_mu 0.106814 -0.109435 delta_petrol_mu 0.101696 -0.064575 delta_leisure_mu 0.163729 -0.095522 delta_vacation_mu 0.061497 -1.4775e-04 delta_exercise_mu 0.134277 -0.009064 delta_travel_mu 0.178035 -0.083703 delta_other_mu 0.054869 0.010748 delta_dropOff_sigma 0.001574 -0.085237 delta_work_sigma 0.008472 -0.371057 delta_school_sigma 0.024687 -0.008930 delta_shopping_sigma -0.001913 0.110127 delta_privBusiness_sigma -0.141209 -0.041895 delta_petrol_sigma 0.035709 -0.009810 delta_leisure_sigma -0.105901 0.122731 delta_vacation_sigma 0.009461 0.012168 delta_exercise_sigma 0.044221 0.066622 delta_travel_sigma -0.024912 6.9370e-04 delta_other_sigma 0.006566 -0.057693 gamma_school gamma_shopping gamma_dropOff -0.051155 0.064733 gamma_work 0.139414 -0.049106 gamma_school 1.000000 -0.037136 gamma_shopping -0.037136 1.000000 gamma_privBusiness 0.016973 0.043731 gamma_petrol -0.112495 0.055355 gamma_leisure 0.002382 0.103495 gamma_vacation -0.005595 0.038406 gamma_exercise -0.019064 0.021257 gamma_home -0.167718 0.115951 gamma_travel -0.047030 0.013221 gamma_other 0.007846 0.123703 delta_dropOff_mu -0.046300 -0.039546 delta_work_mu -0.174539 0.117361 delta_school_mu 0.059329 0.043845 delta_shopping_mu -0.155803 0.057891 delta_privBusiness_mu -0.128692 0.075432 delta_petrol_mu -0.068893 0.004783 delta_leisure_mu -0.152367 0.083777 delta_vacation_mu -0.041069 0.001718 delta_exercise_mu -0.119173 0.053359 delta_travel_mu -0.140077 0.084359 delta_other_mu -0.012426 0.044515 delta_dropOff_sigma -0.248508 0.039455 delta_work_sigma -0.006886 -7.1448e-04 delta_school_sigma 0.230698 -0.005894 delta_shopping_sigma 0.026087 0.221240 delta_privBusiness_sigma 0.046863 0.002222 delta_petrol_sigma 0.022927 -0.016729 delta_leisure_sigma -0.087121 -0.105211 delta_vacation_sigma 0.012323 -0.082570 delta_exercise_sigma -0.033620 0.001238 delta_travel_sigma 0.015986 -0.054625 delta_other_sigma -0.042582 -0.032384 gamma_privBusiness gamma_petrol gamma_dropOff 0.013063 0.082628 gamma_work -0.029591 -0.058636 gamma_school 0.016973 -0.112495 gamma_shopping 0.043731 0.055355 gamma_privBusiness 1.000000 0.005006 gamma_petrol 0.005006 1.000000 gamma_leisure -0.021071 0.049578 gamma_vacation 0.056439 0.006723 gamma_exercise -0.059249 0.075341 gamma_home 0.031674 0.216602 gamma_travel 0.072731 0.001809 gamma_other 0.140988 0.058678 delta_dropOff_mu -0.049955 0.095106 delta_work_mu -0.012607 0.283172 delta_school_mu 0.056640 0.124280 delta_shopping_mu -0.010277 0.154818 delta_privBusiness_mu 0.024280 0.184404 delta_petrol_mu -0.021103 -0.284519 delta_leisure_mu 0.003132 0.190742 delta_vacation_mu -0.025672 0.016359 delta_exercise_mu -0.006725 0.118872 delta_travel_mu -0.015823 0.221308 delta_other_mu 0.144212 0.166145 delta_dropOff_sigma 0.052199 0.191974 delta_work_sigma 0.089655 -0.020224 delta_school_sigma 0.036088 0.012559 delta_shopping_sigma -0.078314 -0.071301 delta_privBusiness_sigma 0.042148 -0.047125 delta_petrol_sigma -0.027144 -0.479866 delta_leisure_sigma 0.038549 0.022927 delta_vacation_sigma -0.063250 -0.126454 delta_exercise_sigma -0.033725 -0.040971 delta_travel_sigma -0.098489 0.098028 delta_other_sigma -0.133747 -0.078068 gamma_leisure gamma_vacation gamma_dropOff 0.028971 -0.014089 gamma_work 0.116644 0.013828 gamma_school 0.002382 -0.005595 gamma_shopping 0.103495 0.038406 gamma_privBusiness -0.021071 0.056439 gamma_petrol 0.049578 0.006723 gamma_leisure 1.000000 0.016236 gamma_vacation 0.016236 1.000000 gamma_exercise -0.014943 0.029838 gamma_home 0.122950 -0.025637 gamma_travel -0.039127 0.013266 gamma_other 0.009748 0.031407 delta_dropOff_mu 0.089604 -0.053211 delta_work_mu 0.101142 -0.025093 delta_school_mu -0.056899 -0.030911 delta_shopping_mu 0.068151 -0.029112 delta_privBusiness_mu 0.050435 -0.037179 delta_petrol_mu 0.026816 0.008654 delta_leisure_mu 0.041766 -0.062005 delta_vacation_mu 0.022037 -0.018913 delta_exercise_mu 0.061593 -0.005761 delta_travel_mu 0.098474 -0.052223 delta_other_mu 0.051661 0.016841 delta_dropOff_sigma -0.061391 0.019516 delta_work_sigma -0.028146 -0.022808 delta_school_sigma -0.060259 -0.001688 delta_shopping_sigma 0.009351 0.013268 delta_privBusiness_sigma -0.072011 -0.007101 delta_petrol_sigma 0.028578 0.010946 delta_leisure_sigma 0.297012 0.046597 delta_vacation_sigma 0.048427 -0.039928 delta_exercise_sigma 0.012551 0.030719 delta_travel_sigma -0.095367 -0.082593 delta_other_sigma 0.001991 -0.026134 gamma_exercise gamma_home gamma_dropOff 0.084643 0.173147 gamma_work -0.076029 -0.144877 gamma_school -0.019064 -0.167718 gamma_shopping 0.021257 0.115951 gamma_privBusiness -0.059249 0.031674 gamma_petrol 0.075341 0.216602 gamma_leisure -0.014943 0.122950 gamma_vacation 0.029838 -0.025637 gamma_exercise 1.000000 0.056252 gamma_home 0.056252 1.000000 gamma_travel 0.055233 0.081481 gamma_other -0.032347 0.174217 delta_dropOff_mu -0.088682 0.482384 delta_work_mu 0.074046 0.874327 delta_school_mu 0.016603 0.397450 delta_shopping_mu 0.040546 0.910805 delta_privBusiness_mu 0.030377 0.846932 delta_petrol_mu 0.002442 0.336080 delta_leisure_mu 0.030816 0.905952 delta_vacation_mu 0.063434 0.326698 delta_exercise_mu 0.021736 0.661524 delta_travel_mu 0.039552 0.856949 delta_other_mu -0.002810 0.313628 delta_dropOff_sigma 0.055187 0.395197 delta_work_sigma -0.009009 0.034397 delta_school_sigma -0.026064 0.116646 delta_shopping_sigma 0.020314 -0.003365 delta_privBusiness_sigma 0.056955 -0.016497 delta_petrol_sigma -0.003064 -0.008254 delta_leisure_sigma -0.083864 -0.114794 delta_vacation_sigma 0.069366 0.018452 delta_exercise_sigma 0.121606 -0.102961 delta_travel_sigma 0.020957 -0.026544 delta_other_sigma 0.025059 0.067127 gamma_travel gamma_other gamma_dropOff -0.008843 0.074710 gamma_work -0.123252 -0.052920 gamma_school -0.047030 0.007846 gamma_shopping 0.013221 0.123703 gamma_privBusiness 0.072731 0.140988 gamma_petrol 0.001809 0.058678 gamma_leisure -0.039127 0.009748 gamma_vacation 0.013266 0.031407 gamma_exercise 0.055233 -0.032347 gamma_home 0.081481 0.174217 gamma_travel 1.000000 0.080567 gamma_other 0.080567 1.000000 delta_dropOff_mu -0.110149 0.046582 delta_work_mu 0.007234 0.131555 delta_school_mu -0.056772 0.060939 delta_shopping_mu -0.047764 0.125183 delta_privBusiness_mu -0.054898 0.159799 delta_petrol_mu -0.011759 0.103445 delta_leisure_mu -0.032722 0.122371 delta_vacation_mu 0.063044 0.107307 delta_exercise_mu -0.051339 0.020464 delta_travel_mu -0.353254 0.108810 delta_other_mu -0.045001 0.022661 delta_dropOff_sigma 0.042839 -0.005766 delta_work_sigma -0.015626 0.046278 delta_school_sigma -0.050530 0.017067 delta_shopping_sigma 0.013917 0.014822 delta_privBusiness_sigma 0.012083 0.015254 delta_petrol_sigma 0.003032 0.025611 delta_leisure_sigma 0.015706 -0.011015 delta_vacation_sigma 0.016917 0.057768 delta_exercise_sigma 0.003501 -0.106750 delta_travel_sigma -0.008030 -0.028257 delta_other_sigma 0.102416 0.069101 delta_dropOff_mu delta_work_mu gamma_dropOff 0.08934 0.153435 gamma_work -0.02288 -0.191873 gamma_school -0.04630 -0.174539 gamma_shopping -0.03955 0.117361 gamma_privBusiness -0.04996 -0.012607 gamma_petrol 0.09511 0.283172 gamma_leisure 0.08960 0.101142 gamma_vacation -0.05321 -0.025093 gamma_exercise -0.08868 0.074046 gamma_home 0.48238 0.874327 gamma_travel -0.11015 0.007234 gamma_other 0.04658 0.131555 delta_dropOff_mu 1.00000 0.422836 delta_work_mu 0.42284 1.000000 delta_school_mu 0.08171 0.340626 delta_shopping_mu 0.49905 0.809437 delta_privBusiness_mu 0.42795 0.723928 delta_petrol_mu 0.11494 0.254845 delta_leisure_mu 0.49647 0.825489 delta_vacation_mu 0.10964 0.261202 delta_exercise_mu 0.31035 0.595030 delta_travel_mu 0.51053 0.851549 delta_other_mu 0.30635 0.255942 delta_dropOff_sigma -0.36220 0.422399 delta_work_sigma 0.08060 -0.240054 delta_school_sigma -0.01823 0.091193 delta_shopping_sigma 0.04709 -0.041131 delta_privBusiness_sigma 0.01104 -0.063125 delta_petrol_sigma -0.08020 -0.086942 delta_leisure_sigma -0.05769 -0.127052 delta_vacation_sigma -0.05981 0.008434 delta_exercise_sigma -0.07050 -0.074101 delta_travel_sigma -0.01406 0.135495 delta_other_sigma -0.10098 0.109563 delta_school_mu delta_shopping_mu gamma_dropOff 0.08197 0.197033 gamma_work -0.06107 -0.097160 gamma_school 0.05933 -0.155803 gamma_shopping 0.04385 0.057891 gamma_privBusiness 0.05664 -0.010277 gamma_petrol 0.12428 0.154818 gamma_leisure -0.05690 0.068151 gamma_vacation -0.03091 -0.029112 gamma_exercise 0.01660 0.040546 gamma_home 0.39745 0.910805 gamma_travel -0.05677 -0.047764 gamma_other 0.06094 0.125183 delta_dropOff_mu 0.08171 0.499052 delta_work_mu 0.34063 0.809437 delta_school_mu 1.00000 0.341322 delta_shopping_mu 0.34132 1.000000 delta_privBusiness_mu 0.36623 0.814940 delta_petrol_mu 0.21738 0.337624 delta_leisure_mu 0.36109 0.886421 delta_vacation_mu 0.13646 0.301610 delta_exercise_mu 0.36192 0.657998 delta_travel_mu 0.38401 0.875234 delta_other_mu 0.03495 0.310456 delta_dropOff_sigma 0.36212 0.359272 delta_work_sigma 0.01262 -0.017191 delta_school_sigma 0.88235 0.082778 delta_shopping_sigma -0.06414 0.134025 delta_privBusiness_sigma -0.07295 -0.014101 delta_petrol_sigma 0.08114 -0.007333 delta_leisure_sigma -0.08461 -0.076866 delta_vacation_sigma 0.05734 0.012326 delta_exercise_sigma 0.04048 -0.077093 delta_travel_sigma 0.10462 0.061027 delta_other_sigma 0.10799 0.056483 delta_privBusiness_mu delta_petrol_mu gamma_dropOff 0.106814 0.101696 gamma_work -0.109435 -0.064575 gamma_school -0.128692 -0.068893 gamma_shopping 0.075432 0.004783 gamma_privBusiness 0.024280 -0.021103 gamma_petrol 0.184404 -0.284519 gamma_leisure 0.050435 0.026816 gamma_vacation -0.037179 0.008654 gamma_exercise 0.030377 0.002442 gamma_home 0.846932 0.336080 gamma_travel -0.054898 -0.011759 gamma_other 0.159799 0.103445 delta_dropOff_mu 0.427945 0.114944 delta_work_mu 0.723928 0.254845 delta_school_mu 0.366228 0.217383 delta_shopping_mu 0.814940 0.337624 delta_privBusiness_mu 1.000000 0.328081 delta_petrol_mu 0.328081 1.000000 delta_leisure_mu 0.827189 0.312427 delta_vacation_mu 0.271596 0.163364 delta_exercise_mu 0.610189 0.221257 delta_travel_mu 0.815065 0.297593 delta_other_mu 0.300121 0.002100 delta_dropOff_sigma 0.377027 0.234555 delta_work_sigma 0.081066 0.057523 delta_school_sigma 0.114558 0.177351 delta_shopping_sigma 0.042356 -0.015392 delta_privBusiness_sigma 0.205212 0.026543 delta_petrol_sigma 0.017982 0.857501 delta_leisure_sigma -0.088918 -0.002849 delta_vacation_sigma 0.004658 0.171591 delta_exercise_sigma -0.112319 -0.027835 delta_travel_sigma 0.029775 -0.043337 delta_other_sigma 0.045754 0.107163 delta_leisure_mu delta_vacation_mu gamma_dropOff 0.163729 0.061497 gamma_work -0.095522 -1.4775e-04 gamma_school -0.152367 -0.041069 gamma_shopping 0.083777 0.001718 gamma_privBusiness 0.003132 -0.025672 gamma_petrol 0.190742 0.016359 gamma_leisure 0.041766 0.022037 gamma_vacation -0.062005 -0.018913 gamma_exercise 0.030816 0.063434 gamma_home 0.905952 0.326698 gamma_travel -0.032722 0.063044 gamma_other 0.122371 0.107307 delta_dropOff_mu 0.496475 0.109641 delta_work_mu 0.825489 0.261202 delta_school_mu 0.361088 0.136459 delta_shopping_mu 0.886421 0.301610 delta_privBusiness_mu 0.827189 0.271596 delta_petrol_mu 0.312427 0.163364 delta_leisure_mu 1.000000 0.343465 delta_vacation_mu 0.343465 1.000000 delta_exercise_mu 0.638977 0.206363 delta_travel_mu 0.881322 0.282095 delta_other_mu 0.305167 0.083195 delta_dropOff_sigma 0.367520 0.144678 delta_work_sigma -0.024717 -0.016589 delta_school_sigma 0.107508 0.052789 delta_shopping_sigma 0.021218 -0.046517 delta_privBusiness_sigma -0.002253 -0.013297 delta_petrol_sigma -0.028362 0.070546 delta_leisure_sigma 0.023102 -0.016755 delta_vacation_sigma 0.027144 0.727209 delta_exercise_sigma -0.085774 -0.004149 delta_travel_sigma 0.084458 0.038566 delta_other_sigma 0.054856 0.054531 delta_exercise_mu delta_travel_mu gamma_dropOff 0.134277 0.178035 gamma_work -0.009064 -0.083703 gamma_school -0.119173 -0.140077 gamma_shopping 0.053359 0.084359 gamma_privBusiness -0.006725 -0.015823 gamma_petrol 0.118872 0.221308 gamma_leisure 0.061593 0.098474 gamma_vacation -0.005761 -0.052223 gamma_exercise 0.021736 0.039552 gamma_home 0.661524 0.856949 gamma_travel -0.051339 -0.353254 gamma_other 0.020464 0.108810 delta_dropOff_mu 0.310346 0.510532 delta_work_mu 0.595030 0.851549 delta_school_mu 0.361919 0.384005 delta_shopping_mu 0.657998 0.875234 delta_privBusiness_mu 0.610189 0.815065 delta_petrol_mu 0.221257 0.297593 delta_leisure_mu 0.638977 0.881322 delta_vacation_mu 0.206363 0.282095 delta_exercise_mu 1.000000 0.666739 delta_travel_mu 0.666739 1.000000 delta_other_mu 0.174260 0.320004 delta_dropOff_sigma 0.340752 0.370016 delta_work_sigma -0.082149 -0.046840 delta_school_sigma 0.147283 0.112017 delta_shopping_sigma -0.026834 -0.015102 delta_privBusiness_sigma 0.020622 -0.023737 delta_petrol_sigma -0.030128 -0.045578 delta_leisure_sigma -0.049836 -0.104674 delta_vacation_sigma 0.016755 -0.003323 delta_exercise_sigma 0.392020 -0.089984 delta_travel_sigma 0.137553 0.110982 delta_other_sigma 0.112231 0.025320 delta_other_mu delta_dropOff_sigma gamma_dropOff 0.054869 0.001574 gamma_work 0.010748 -0.085237 gamma_school -0.012426 -0.248508 gamma_shopping 0.044515 0.039455 gamma_privBusiness 0.144212 0.052199 gamma_petrol 0.166145 0.191974 gamma_leisure 0.051661 -0.061391 gamma_vacation 0.016841 0.019516 gamma_exercise -0.002810 0.055187 gamma_home 0.313628 0.395197 gamma_travel -0.045001 0.042839 gamma_other 0.022661 -0.005766 delta_dropOff_mu 0.306352 -0.362198 delta_work_mu 0.255942 0.422399 delta_school_mu 0.034951 0.362122 delta_shopping_mu 0.310456 0.359272 delta_privBusiness_mu 0.300121 0.377027 delta_petrol_mu 0.002100 0.234555 delta_leisure_mu 0.305167 0.367520 delta_vacation_mu 0.083195 0.144678 delta_exercise_mu 0.174260 0.340752 delta_travel_mu 0.320004 0.370016 delta_other_mu 1.000000 -0.064594 delta_dropOff_sigma -0.064594 1.000000 delta_work_sigma 0.069563 -0.129634 delta_school_sigma -0.094708 0.190733 delta_shopping_sigma 0.011773 -0.059773 delta_privBusiness_sigma 0.076548 -0.014297 delta_petrol_sigma -0.160624 0.059707 delta_leisure_sigma -0.058212 0.024990 delta_vacation_sigma -0.120259 0.023040 delta_exercise_sigma -0.072175 0.011904 delta_travel_sigma -0.192838 0.102178 delta_other_sigma -0.855811 0.214958 delta_work_sigma delta_school_sigma gamma_dropOff 0.008472 0.024687 gamma_work -0.371057 -0.008930 gamma_school -0.006886 0.230698 gamma_shopping -7.1448e-04 -0.005894 gamma_privBusiness 0.089655 0.036088 gamma_petrol -0.020224 0.012559 gamma_leisure -0.028146 -0.060259 gamma_vacation -0.022808 -0.001688 gamma_exercise -0.009009 -0.026064 gamma_home 0.034397 0.116646 gamma_travel -0.015626 -0.050530 gamma_other 0.046278 0.017067 delta_dropOff_mu 0.080604 -0.018228 delta_work_mu -0.240054 0.091193 delta_school_mu 0.012615 0.882355 delta_shopping_mu -0.017191 0.082778 delta_privBusiness_mu 0.081066 0.114558 delta_petrol_mu 0.057523 0.177351 delta_leisure_mu -0.024717 0.107508 delta_vacation_mu -0.016589 0.052789 delta_exercise_mu -0.082149 0.147283 delta_travel_mu -0.046840 0.112017 delta_other_mu 0.069563 -0.094708 delta_dropOff_sigma -0.129634 0.190733 delta_work_sigma 1.000000 -0.008663 delta_school_sigma -0.008663 1.000000 delta_shopping_sigma -0.023671 -0.053373 delta_privBusiness_sigma 0.153316 -0.068397 delta_petrol_sigma 0.068303 0.162626 delta_leisure_sigma -0.020079 -0.006644 delta_vacation_sigma -0.060567 0.080720 delta_exercise_sigma -0.097700 0.094957 delta_travel_sigma -0.278394 0.090270 delta_other_sigma -0.131214 0.132059 delta_shopping_sigma delta_privBusiness_sigma gamma_dropOff -0.001913 -0.141209 gamma_work 0.110127 -0.041895 gamma_school 0.026087 0.046863 gamma_shopping 0.221240 0.002222 gamma_privBusiness -0.078314 0.042148 gamma_petrol -0.071301 -0.047125 gamma_leisure 0.009351 -0.072011 gamma_vacation 0.013268 -0.007101 gamma_exercise 0.020314 0.056955 gamma_home -0.003365 -0.016497 gamma_travel 0.013917 0.012083 gamma_other 0.014822 0.015254 delta_dropOff_mu 0.047093 0.011042 delta_work_mu -0.041131 -0.063125 delta_school_mu -0.064137 -0.072954 delta_shopping_mu 0.134025 -0.014101 delta_privBusiness_mu 0.042356 0.205212 delta_petrol_mu -0.015392 0.026543 delta_leisure_mu 0.021218 -0.002253 delta_vacation_mu -0.046517 -0.013297 delta_exercise_mu -0.026834 0.020622 delta_travel_mu -0.015102 -0.023737 delta_other_mu 0.011773 0.076548 delta_dropOff_sigma -0.059773 -0.014297 delta_work_sigma -0.023671 0.153316 delta_school_sigma -0.053373 -0.068397 delta_shopping_sigma 1.000000 0.094056 delta_privBusiness_sigma 0.094056 1.000000 delta_petrol_sigma -0.013062 0.035123 delta_leisure_sigma 0.017993 -0.006966 delta_vacation_sigma -0.057201 -0.011486 delta_exercise_sigma -0.069222 -0.094604 delta_travel_sigma 0.092154 -0.048750 delta_other_sigma 0.004171 -0.084665 delta_petrol_sigma delta_leisure_sigma gamma_dropOff 0.035709 -0.105901 gamma_work -0.009810 0.122731 gamma_school 0.022927 -0.087121 gamma_shopping -0.016729 -0.105211 gamma_privBusiness -0.027144 0.038549 gamma_petrol -0.479866 0.022927 gamma_leisure 0.028578 0.297012 gamma_vacation 0.010946 0.046597 gamma_exercise -0.003064 -0.083864 gamma_home -0.008254 -0.114794 gamma_travel 0.003032 0.015706 gamma_other 0.025611 -0.011015 delta_dropOff_mu -0.080200 -0.057690 delta_work_mu -0.086942 -0.127052 delta_school_mu 0.081145 -0.084613 delta_shopping_mu -0.007333 -0.076866 delta_privBusiness_mu 0.017982 -0.088918 delta_petrol_mu 0.857501 -0.002849 delta_leisure_mu -0.028362 0.023102 delta_vacation_mu 0.070546 -0.016755 delta_exercise_mu -0.030128 -0.049836 delta_travel_mu -0.045578 -0.104674 delta_other_mu -0.160624 -0.058212 delta_dropOff_sigma 0.059707 0.024990 delta_work_sigma 0.068303 -0.020079 delta_school_sigma 0.162626 -0.006644 delta_shopping_sigma -0.013062 0.017993 delta_privBusiness_sigma 0.035123 -0.006966 delta_petrol_sigma 1.000000 -0.007105 delta_leisure_sigma -0.007105 1.000000 delta_vacation_sigma 0.219574 0.051784 delta_exercise_sigma 0.009219 0.007857 delta_travel_sigma -0.101679 0.091929 delta_other_sigma 0.120746 0.054000 delta_vacation_sigma delta_exercise_sigma gamma_dropOff 0.009461 0.044221 gamma_work 0.012168 0.066622 gamma_school 0.012323 -0.033620 gamma_shopping -0.082570 0.001238 gamma_privBusiness -0.063250 -0.033725 gamma_petrol -0.126454 -0.040971 gamma_leisure 0.048427 0.012551 gamma_vacation -0.039928 0.030719 gamma_exercise 0.069366 0.121606 gamma_home 0.018452 -0.102961 gamma_travel 0.016917 0.003501 gamma_other 0.057768 -0.106750 delta_dropOff_mu -0.059811 -0.070499 delta_work_mu 0.008434 -0.074101 delta_school_mu 0.057338 0.040479 delta_shopping_mu 0.012326 -0.077093 delta_privBusiness_mu 0.004658 -0.112319 delta_petrol_mu 0.171591 -0.027835 delta_leisure_mu 0.027144 -0.085774 delta_vacation_mu 0.727209 -0.004149 delta_exercise_mu 0.016755 0.392020 delta_travel_mu -0.003323 -0.089984 delta_other_mu -0.120259 -0.072175 delta_dropOff_sigma 0.023040 0.011904 delta_work_sigma -0.060567 -0.097700 delta_school_sigma 0.080720 0.094957 delta_shopping_sigma -0.057201 -0.069222 delta_privBusiness_sigma -0.011486 -0.094604 delta_petrol_sigma 0.219574 0.009219 delta_leisure_sigma 0.051784 0.007857 delta_vacation_sigma 1.000000 0.052886 delta_exercise_sigma 0.052886 1.000000 delta_travel_sigma 0.052783 0.129864 delta_other_sigma 0.164809 0.068264 delta_travel_sigma delta_other_sigma gamma_dropOff -0.024912 0.006566 gamma_work 6.9370e-04 -0.057693 gamma_school 0.015986 -0.042582 gamma_shopping -0.054625 -0.032384 gamma_privBusiness -0.098489 -0.133747 gamma_petrol 0.098028 -0.078068 gamma_leisure -0.095367 0.001991 gamma_vacation -0.082593 -0.026134 gamma_exercise 0.020957 0.025059 gamma_home -0.026544 0.067127 gamma_travel -0.008030 0.102416 gamma_other -0.028257 0.069101 delta_dropOff_mu -0.014063 -0.100979 delta_work_mu 0.135495 0.109563 delta_school_mu 0.104618 0.107991 delta_shopping_mu 0.061027 0.056483 delta_privBusiness_mu 0.029775 0.045754 delta_petrol_mu -0.043337 0.107163 delta_leisure_mu 0.084458 0.054856 delta_vacation_mu 0.038566 0.054531 delta_exercise_mu 0.137553 0.112231 delta_travel_mu 0.110982 0.025320 delta_other_mu -0.192838 -0.855811 delta_dropOff_sigma 0.102178 0.214958 delta_work_sigma -0.278394 -0.131214 delta_school_sigma 0.090270 0.132059 delta_shopping_sigma 0.092154 0.004171 delta_privBusiness_sigma -0.048750 -0.084665 delta_petrol_sigma -0.101679 0.120746 delta_leisure_sigma 0.091929 0.054000 delta_vacation_sigma 0.052783 0.164809 delta_exercise_sigma 0.129864 0.068264 delta_travel_sigma 1.000000 0.259345 delta_other_sigma 0.259345 1.000000 20 most extreme outliers in terms of lowest average per choice prediction: ID Avg prob per choice 3375723 4.074798e-08 1226238 5.636753e-08 7652039 8.592994e-08 6873173 1.258674e-07 6292582 1.529103e-07 3051038 2.489314e-07 2684804 6.128414e-07 2146576 6.321282e-07 2191235 6.987669e-07 5804392 7.562818e-07 9216479 8.820520e-07 1482825 9.466200e-07 9902059 9.852243e-07 8530000 1.005343e-06 8465193 1.014219e-06 9545640 1.333493e-06 582836 1.558622e-06 4376416 1.634603e-06 8795776 2.233900e-06 4556758 2.336991e-06 Settings and functions used in model definition: apollo_control -------------- Value modelDescr "Mixed MDCEV model on time use data, alpha-gamma profile (with alpha=0), no outside good and random constants only in utilities" indivID "indivID" nCores "4" outputDirectory "output/" mixing "TRUE" debug "FALSE" modelName "Mixed_MDCEV" workInLogs "FALSE" seed "13" HB "FALSE" noValidation "FALSE" noDiagnostics "FALSE" calculateLLC "TRUE" analyticHessian "FALSE" memorySaver "FALSE" panelData "TRUE" analyticGrad "TRUE" analyticGrad_manualSet "FALSE" overridePanel "FALSE" preventOverridePanel "FALSE" noModification "FALSE" Hessian routines attempted -------------------------- numerical second derivative of LL (using numDeriv) Scaling used in computing Hessian --------------------------------- Value gamma_dropOff 0.31870109 gamma_work 5.52733123 gamma_school 2.20487009 gamma_shopping 0.39535436 gamma_privBusiness 0.54465412 gamma_petrol 0.11220364 gamma_leisure 1.68591733 gamma_vacation 1.48746623 gamma_exercise 2.03985025 gamma_home 2.63068246 gamma_travel 0.18921231 gamma_other 1.65528811 delta_dropOff_mu 4.37003394 delta_work_mu 2.43784716 delta_school_mu 8.19344946 delta_shopping_mu 2.82591978 delta_privBusiness_mu 3.46209684 delta_petrol_mu 6.08924282 delta_leisure_mu 2.70805893 delta_vacation_mu 7.49508205 delta_exercise_mu 4.24468958 delta_travel_mu 0.03520146 delta_other_mu 5.88669063 delta_dropOff_sigma 1.78015149 delta_work_sigma 0.73489111 delta_school_sigma 3.02750471 delta_shopping_sigma 0.56324965 delta_privBusiness_sigma 0.94693297 delta_petrol_sigma 1.21356551 delta_leisure_sigma 0.50411493 delta_vacation_sigma 1.25558247 delta_exercise_sigma 1.62231568 delta_travel_sigma 0.25539882 delta_other_sigma 0.72934901 apollo_randCoeff ------------------ function(apollo_beta, apollo_inputs){ randcoeff = list() randcoeff[["delta_dropOff"]] = delta_dropOff_mu + delta_dropOff_sigma *draws_dropOff randcoeff[["delta_work"]] = delta_work_mu + delta_work_sigma *draws_work randcoeff[["delta_school"]] = delta_school_mu + delta_school_sigma *draws_school randcoeff[["delta_shopping"]] = delta_shopping_mu + delta_shopping_sigma*draws_shopping randcoeff[["delta_privBusiness"]] = delta_privBusiness_mu + delta_privBusiness_sigma*draws_privBusiness randcoeff[["delta_petrol"]] = delta_petrol_mu + delta_petrol_sigma *draws_petrol randcoeff[["delta_leisure"]] = delta_leisure_mu + delta_leisure_sigma *draws_leisure randcoeff[["delta_vacation"]] = delta_vacation_mu + delta_vacation_sigma*draws_vacation randcoeff[["delta_exercise"]] = delta_exercise_mu + delta_exercise_sigma*draws_exercise randcoeff[["delta_home"]] = delta_home_mu + delta_home_sigma *draws_home randcoeff[["delta_travel"]] = delta_travel_mu + delta_travel_sigma *draws_travel randcoeff[["delta_other"]] = delta_other_mu + delta_other_sigma*draws_other return(randcoeff) } apollo_probabilities ---------------------- function(apollo_beta, apollo_inputs, functionality="estimate"){ ### Attach inputs and detach after function exit apollo_attach(apollo_beta, apollo_inputs) on.exit(apollo_detach(apollo_beta, apollo_inputs)) ### Create list of probabilities P P = list() ### Define individual alternatives alternatives = c("dropOff", "work", "school", "shopping", "privBusi", "petrol", "leisure", "vacation", "exercise", "home", "travel", "other") ### Define availabilities avail = list(dropOff = 1, work = 1, school = 1, shopping = 1, privBusi = 1, petrol = 1, leisure = 1, vacation = 1, exercise = 1, home = 1, travel = 1, other = 1) ### Define continuous consumption for individual alternatives continuousChoice = list(dropOff = t_a01/60, work = t_a02/60, school = t_a03/60, shopping = t_a04/60, privBusi = t_a05/60, petrol = t_a06/60, leisure = t_a07/60, vacation = t_a08/60, exercise = t_a09/60, home = t_a10/60, travel = t_a11/60, other = t_a12/60) ### Define utilities for individual alternatives V = list() V[["dropOff" ]] = delta_dropOff V[["work" ]] = delta_work V[["school" ]] = delta_school V[["shopping"]] = delta_shopping V[["privBusi"]] = delta_privBusiness V[["petrol" ]] = delta_petrol V[["leisure" ]] = delta_leisure V[["vacation"]] = delta_vacation V[["exercise"]] = delta_exercise V[["home" ]] = delta_home V[["travel" ]] = delta_travel V[["other"]] = delta_other ### Define alpha parameters alpha = list(dropOff = alpha_generic, work = alpha_generic, school = alpha_generic, shopping = alpha_generic, privBusi = alpha_generic, petrol = alpha_generic, leisure = alpha_generic, vacation = alpha_generic, exercise = alpha_generic, home = alpha_generic, travel = alpha_generic, other = alpha_generic) ### Define gamma parameters gamma = list(dropOff = gamma_dropOff, work = gamma_work, school = gamma_school, shopping = gamma_shopping, privBusi = gamma_privBusiness, petrol = gamma_petrol, leisure = gamma_leisure, vacation = gamma_vacation, exercise = gamma_exercise, home = gamma_home, travel = gamma_travel, other = gamma_other) ### Define costs for individual alternatives cost = list(dropOff = 1, work = 1, school = 1, shopping = 1, privBusi = 1, petrol = 1, leisure = 1, vacation = 1, exercise = 1, home = 1, travel = 1, other = 1) ### Define settings for MDCEV model mdcev_settings = list(alternatives = alternatives, avail = avail, continuousChoice = continuousChoice, V = V, alpha = alpha, gamma = gamma, sigma = sig, cost = cost, budget = 24) ### Compute probabilities using MDCEV model P[["model"]] = apollo_mdcev(mdcev_settings, functionality) ### Take product across observation for same individual P = apollo_panelProd(P, apollo_inputs, functionality) ### Average across inter-individual draws P = apollo_avgInterDraws(P, apollo_inputs, functionality) ### Prepare and return outputs of function P = apollo_prepareProb(P, apollo_inputs, functionality) return(P) }