biogeme 3.2.8 [2021-07-26]

Python package

Home page: http://biogeme.epfl.ch

Submit questions to https://groups.google.com/d/forum/biogeme

Michel Bierlaire, Transport and Mobility Laboratory, Ecole Polytechnique Fédérale de Lausanne (EPFL)

This file has automatically been generated on 2021-07-26 19:45:23.133952

Report file: 02oneLatentOrdered.html
Database name: optima

Estimation report

Number of estimated parameters: 34
Sample size: 1906
Excluded observations: 359
Init log likelihood: -26510.27
Final log likelihood: -17794.88
Likelihood ratio test for the init. model: 17430.77
Rho-square for the init. model: 0.329
Rho-square-bar for the init. model: 0.327
Akaike Information Criterion: 35657.77
Bayesian Information Criterion: 35846.56
Final gradient norm: 8.8955E-03
Nbr of threads: 36
Algorithm: Newton with trust region for simple bound constraints
Proportion analytical hessian: 100.0%
Relative projected gradient: 1.378025e-07
Relative change: 0.00014672846829683062
Number of iterations: 15
Number of function evaluations: 38
Number of gradient evaluations: 12
Number of hessian evaluations: 12
Cause of termination: Relative gradient = 1.4e-07 <= 6.1e-06
Optimization time: 0:00:03.238250

Estimated parameters

NameValueStd errt-testp-valueRob. Std errRob. t-testRob. p-value
B_Envir02_F1-0.4310.0558-7.731.11e-140.0523-8.252.22e-16
B_Envir03_F10.5660.0599.5900.053110.70
B_Mobil11_F10.4840.05838.300.05339.090
B_Mobil14_F10.5820.05859.9500.051311.30
B_Mobil16_F10.4630.05598.282.22e-160.05438.530
B_Mobil17_F10.3680.05516.692.25e-110.05197.11.27e-12
INTER_Envir020.3490.0311.600.026113.30
INTER_Envir03-0.3090.0311-9.9300.027-11.40
INTER_Mobil110.3380.03110.900.02911.70
INTER_Mobil14-0.1310.0301-4.341.42e-050.0251-5.211.91e-07
INTER_Mobil160.1280.02884.458.5e-060.02764.653.35e-06
INTER_Mobil170.1460.02825.182.2e-070.0265.62.09e-08
SIGMA_STAR_Envir020.7670.024331.600.022234.60
SIGMA_STAR_Envir030.7180.022831.500.020634.90
SIGMA_STAR_Mobil110.7830.025430.800.02432.60
SIGMA_STAR_Mobil140.6880.021731.700.0209330
SIGMA_STAR_Mobil160.7540.02431.500.022633.40
SIGMA_STAR_Mobil170.760.024630.900.023532.30
beta_ScaledIncome_10_more0.08440.02074.084.54e-050.03032.790.00534
beta_ScaledIncome_4_6-0.2210.0642-3.450.0005660.0918-2.410.0159
beta_ScaledIncome_6_80.2590.07473.470.0005180.1092.370.0178
beta_ScaledIncome_8_10-0.5230.0883-5.933.1e-090.128-4.14.11e-05
beta_ScaledIncome_lessthan_40.09030.03752.410.01610.05281.710.0873
coef_age_65_more0.07170.04081.760.07910.06131.170.243
coef_haveChildren-0.03760.0302-1.250.2130.0459-0.820.412
coef_haveGA-0.5780.0554-10.400.075-7.71.33e-14
coef_highEducation-0.2470.0353-6.992.77e-120.0521-4.732.24e-06
coef_individualHouse-0.08860.0312-2.840.004540.0455-1.940.0518
coef_intercept0.3980.1093.640.0002680.1532.610.00916
coef_male0.06630.02812.360.01820.04331.530.125
coef_moreThanOneBike-0.2770.0381-7.273.49e-130.0538-5.152.6e-07
coef_moreThanOneCar0.5330.042712.500.051610.30
delta_10.2520.0071635.200.0072634.70
delta_20.7590.018740.600.019339.30

Correlation of coefficients

Coefficient1Coefficient2CovarianceCorrelationt-testp-valueRob. cov.Rob. corr.Rob. t-testRob. p-value
B_Envir03_F1B_Envir02_F1-0.00105-0.31910.70-0.000483-0.17412.40
B_Mobil11_F1B_Envir02_F1-0.000819-0.25110.10-8.04e-05-0.028912.10
B_Mobil11_F1B_Envir03_F10.001160.338-1.210.2250.0007710.272-1.280.202
B_Mobil14_F1B_Envir02_F1-0.00109-0.33310.90-0.000771-0.28712.20
B_Mobil14_F1B_Envir03_F10.00140.4060.2550.7990.0008070.2960.2630.793
B_Mobil14_F1B_Mobil11_F10.001170.3431.470.1430.0006810.2491.530.125
B_Mobil16_F1B_Envir02_F1-0.00084-0.269100-0.000704-0.24810.60
B_Mobil16_F1B_Envir03_F10.00110.332-1.550.1220.0007040.244-1.560.12
B_Mobil16_F1B_Mobil11_F10.0009170.281-0.3040.7610.0008750.303-0.3280.743
B_Mobil16_F1B_Mobil14_F10.001120.343-1.810.06970.0008610.309-1.920.0554
B_Mobil17_F1B_Envir02_F1-0.000605-0.1979.3200.0001150.042411.10
B_Mobil17_F1B_Envir03_F10.0008210.253-2.830.004620.0003730.135-2.860.0042
B_Mobil17_F1B_Mobil11_F10.0007560.235-1.650.09910.0007380.267-1.820.0691
B_Mobil17_F1B_Mobil14_F10.0008730.271-3.120.001830.0004090.154-3.190.00144
B_Mobil17_F1B_Mobil16_F10.0007080.23-1.380.1680.0007740.275-1.480.138
INTER_Envir02B_Envir02_F1-0.00107-0.649.940-0.000904-0.66210.80
INTER_Envir02B_Envir03_F10.0003770.213-3.610.0003070.0001680.121-3.860.000113
INTER_Envir02B_Mobil11_F10.0002980.171-2.220.02623.08e-050.0221-2.30.0214
INTER_Envir02B_Mobil14_F10.000390.223-3.928.7e-050.0002340.174-4.371.22e-05
INTER_Envir02B_Mobil16_F10.0003040.182-1.960.05020.0002250.159-2.030.0424
INTER_Envir02B_Mobil17_F10.0002230.135-0.3320.74-1.33e-05-0.00983-0.3360.737
INTER_Envir03B_Envir02_F10.0003650.212.110.03460.0001660.1172.190.0287
INTER_Envir03B_Envir03_F1-0.00119-0.648-10.60-0.00094-0.654-11.90
INTER_Envir03B_Mobil11_F1-0.000406-0.224-110-0.000279-0.193-12.30
INTER_Envir03B_Mobil14_F1-0.000485-0.266-12.20-0.000257-0.185-14.30
INTER_Envir03B_Mobil16_F1-0.000383-0.22-11.10-0.00025-0.17-11.90
INTER_Envir03B_Mobil17_F1-0.000288-0.168-100-0.000138-0.098-11.10
INTER_Envir03INTER_Envir02-0.000327-0.351-13.10-0.000142-0.202-160
INTER_Mobil11B_Envir02_F10.0002290.13212.80-1.61e-05-0.010712.80
INTER_Mobil11B_Envir03_F1-0.000331-0.181-3.190.0014-0.000223-0.145-3.560.000369
INTER_Mobil11B_Mobil11_F1-0.00105-0.582-1.820.069-0.000956-0.62-1.960.0505
INTER_Mobil11B_Mobil14_F1-0.000331-0.182-3.440.000578-0.00015-0.101-3.986.93e-05
INTER_Mobil11B_Mobil16_F1-0.000259-0.149-1.850.0646-0.000251-0.16-1.910.0555
INTER_Mobil11B_Mobil17_F1-0.000213-0.125-0.4590.646-0.000199-0.133-0.4870.626
INTER_Mobil11INTER_Envir02-0.000152-0.163-0.2350.8144.17e-050.055-0.2880.773
INTER_Mobil11INTER_Envir030.0002370.2461700.0001430.183180
INTER_Mobil14B_Envir02_F10.000360.2155.241.64e-070.0002640.2015.651.58e-08
INTER_Mobil14B_Envir03_F1-0.000462-0.26-9.560-0.000265-0.199-110
INTER_Mobil14B_Mobil11_F1-0.000386-0.22-8.620-0.000178-0.133-9.940
INTER_Mobil14B_Mobil14_F1-0.00115-0.652-8.760-0.000834-0.648-10.10
INTER_Mobil14B_Mobil16_F1-0.000373-0.222-8.590-0.000284-0.209-9.220
INTER_Mobil14B_Mobil17_F1-0.000291-0.176-7.421.16e-13-0.000121-0.0928-8.360
INTER_Mobil14INTER_Envir02-0.0003-0.333-9.780-0.000157-0.24-11.90
INTER_Mobil14INTER_Envir030.0003790.4055.349.12e-080.000220.3245.884.09e-09
INTER_Mobil14INTER_Mobil110.0002760.296-12.900.0001310.18-13.50
INTER_Mobil16B_Envir02_F10.0002570.169.5500.0001920.133100
INTER_Mobil16B_Envir03_F1-0.000334-0.197-6.25.57e-10-0.000209-0.143-6.924.57e-12
INTER_Mobil16B_Mobil11_F1-0.000277-0.165-5.142.75e-07-0.000281-0.191-5.513.52e-08
INTER_Mobil16B_Mobil14_F1-0.000342-0.203-6.461.06e-10-0.000248-0.175-7.273.49e-13
INTER_Mobil16B_Mobil16_F1-0.001-0.622-4.341.45e-05-0.00102-0.678-4.429.94e-06
INTER_Mobil16B_Mobil17_F1-0.000214-0.135-3.660.000249-0.00024-0.167-3.830.00013
INTER_Mobil16INTER_Envir02-0.00019-0.221-4.81.6e-06-0.000128-0.178-5.349.14e-08
INTER_Mobil16INTER_Envir030.000260.28912.200.0001780.238130
INTER_Mobil16INTER_Mobil110.0002620.293-5.893.96e-090.0002580.322-6.362.07e-10
INTER_Mobil16INTER_Mobil140.000280.3237.554.31e-140.0002050.2968.272.22e-16
INTER_Mobil17B_Envir02_F10.0001790.1149.690-6.22e-05-0.04579.710
INTER_Mobil17B_Envir03_F1-0.000243-0.147-6.091.14e-09-0.0001-0.0724-6.914.96e-12
INTER_Mobil17B_Mobil11_F1-0.000224-0.137-4.967.02e-07-0.000225-0.162-5.377.91e-08
INTER_Mobil17B_Mobil14_F1-0.000259-0.157-6.342.29e-10-9.21e-05-0.0689-7.381.62e-13
INTER_Mobil17B_Mobil16_F1-0.000212-0.134-4.811.48e-06-0.000238-0.169-4.957.3e-07
INTER_Mobil17B_Mobil17_F1-0.000943-0.608-2.940.00325-0.000862-0.639-3.120.00184
INTER_Mobil17INTER_Envir02-0.000136-0.162-4.584.73e-063.58e-050.0527-5.651.61e-08
INTER_Mobil17INTER_Envir030.0001930.22112.309.37e-050.133130
INTER_Mobil17INTER_Mobil110.0002190.251-5.291.22e-070.000230.305-5.93.59e-09
INTER_Mobil17INTER_Mobil140.0002170.2567.787.33e-150.0001140.1758.420
INTER_Mobil17INTER_Mobil160.0001930.2370.50.6170.000210.2920.5510.582
SIGMA_STAR_Envir02B_Envir02_F1-0.000102-0.075419.20-4.83e-05-0.041720.80
SIGMA_STAR_Envir02B_Envir03_F19.12e-050.06363.230.001255.65e-050.0483.560.000375
SIGMA_STAR_Envir02B_Mobil11_F18.9e-050.06284.584.57e-063.81e-050.03234.966.88e-07
SIGMA_STAR_Envir02B_Mobil14_F19.28e-050.06532.990.002814.41e-050.03883.350.000799
SIGMA_STAR_Envir02B_Mobil16_F17.82e-050.05755.093.53e-071.83e-050.01525.211.88e-07
SIGMA_STAR_Envir02B_Mobil17_F17.04e-050.05276.761.38e-110.0001020.08867.312.73e-13
SIGMA_STAR_Envir02INTER_Envir020.0001780.24412.400.0001180.20313.70
SIGMA_STAR_Envir02INTER_Envir03-0.000135-0.17925.20-8.45e-05-0.14128.80
SIGMA_STAR_Envir02INTER_Mobil110.0001430.1912.100.0001650.25813.60
SIGMA_STAR_Envir02INTER_Mobil14-5.67e-05-0.077722.40-4.61e-05-0.08325.80
SIGMA_STAR_Envir02INTER_Mobil165.46e-050.07817.606.3e-050.103190
SIGMA_STAR_Envir02INTER_Mobil175.98e-050.087517.504.4e-050.076218.90
SIGMA_STAR_Envir03B_Envir02_F1-6.44e-05-0.050618.70-2.69e-05-0.02520.30
SIGMA_STAR_Envir03B_Envir03_F10.0001160.08622.480.01333.57e-050.03272.70.00699
SIGMA_STAR_Envir03B_Mobil11_F17.59e-050.05713.810.00014-5.63e-06-0.005144.094.33e-05
SIGMA_STAR_Envir03B_Mobil14_F18.8e-050.0662.210.02711.1e-050.01042.460.0139
SIGMA_STAR_Envir03B_Mobil16_F17.38e-050.05794.311.67e-058.24e-050.07384.56.86e-06
SIGMA_STAR_Envir03B_Mobil17_F16.66e-050.05315.982.23e-097.27e-050.06816.421.41e-10
SIGMA_STAR_Envir03INTER_Envir020.0001420.2091100.0001010.18812.30
SIGMA_STAR_Envir03INTER_Envir03-0.000145-0.20524.40-6.55e-05-0.11828.60
SIGMA_STAR_Envir03INTER_Mobil110.0001370.19410.900.0001470.24612.20
SIGMA_STAR_Envir03INTER_Mobil14-5.38e-05-0.078421.70-3e-05-0.058225.40
SIGMA_STAR_Envir03INTER_Mobil165.09e-050.077516.709.46e-060.016617.30
SIGMA_STAR_Envir03INTER_Mobil175.57e-050.086916.503e-050.055917.70
SIGMA_STAR_Envir03SIGMA_STAR_Envir020.0003140.566-2.240.0250.0002320.509-2.320.0203
SIGMA_STAR_Mobil11B_Envir02_F1-7.99e-05-0.056319.40-4.95e-05-0.039420.80
SIGMA_STAR_Mobil11B_Envir03_F19.4e-050.06273.470.0005298.18e-050.06413.820.000131
SIGMA_STAR_Mobil11B_Mobil11_F10.0001230.0834.861.2e-066.41e-050.05015.221.76e-07
SIGMA_STAR_Mobil11B_Mobil14_F10.00010.06723.230.001224.2e-050.03413.60.000323
SIGMA_STAR_Mobil11B_Mobil16_F18.24e-050.0585.339.78e-087.99e-050.06135.523.38e-08
SIGMA_STAR_Mobil11B_Mobil17_F16.51e-050.04666.973.16e-122.42e-050.01947.322.56e-13
SIGMA_STAR_Mobil11INTER_Envir020.0001580.20812.400.0001440.229140
SIGMA_STAR_Mobil11INTER_Envir03-0.000138-0.17425.10-9.62e-05-0.14828.20
SIGMA_STAR_Mobil11INTER_Mobil110.0001820.23212.700.0001520.21913.40
SIGMA_STAR_Mobil11INTER_Mobil14-5.98e-05-0.078222.40-3.3e-05-0.054825.60
SIGMA_STAR_Mobil11INTER_Mobil165.46e-050.074617.701.71e-050.025818.10
SIGMA_STAR_Mobil11INTER_Mobil176.3e-050.08817.607.27e-050.11619.10
SIGMA_STAR_Mobil11SIGMA_STAR_Envir020.000340.5520.6920.4890.0002610.490.6970.485
SIGMA_STAR_Mobil11SIGMA_STAR_Envir030.000320.5522.860.004270.0002380.4812.860.00423
SIGMA_STAR_Mobil14B_Envir02_F1-6.12e-05-0.050418.40-2.3e-05-0.021119.70
SIGMA_STAR_Mobil14B_Envir03_F18.3e-050.06471.990.04674.12e-050.03722.170.0298
SIGMA_STAR_Mobil14B_Mobil11_F17.64e-050.06033.350.0008123.84e-050.03463.610.000301
SIGMA_STAR_Mobil14B_Mobil14_F10.000110.08651.750.08033.35e-050.03131.930.053
SIGMA_STAR_Mobil14B_Mobil16_F17.16e-050.05893.830.0001296.35e-050.05613.957.98e-05
SIGMA_STAR_Mobil14B_Mobil17_F16.08e-050.05085.53.73e-086.65e-050.06145.854.97e-09
SIGMA_STAR_Mobil14INTER_Envir020.0001360.2110.300.0001260.23211.50
SIGMA_STAR_Mobil14INTER_Envir03-0.000122-0.1824.30-0.000104-0.18426.90
SIGMA_STAR_Mobil14INTER_Mobil110.000130.19310.200.0001550.25611.30
SIGMA_STAR_Mobil14INTER_Mobil14-5.57e-05-0.085221.20-1.82e-05-0.034724.70
SIGMA_STAR_Mobil14INTER_Mobil164.86e-050.077616.102.59e-050.04516.50
SIGMA_STAR_Mobil14INTER_Mobil175.44e-050.0891605.22e-050.096117.10
SIGMA_STAR_Mobil14SIGMA_STAR_Envir020.0003010.57-3.670.0002390.0002640.57-3.948e-05
SIGMA_STAR_Mobil14SIGMA_STAR_Envir030.0002820.569-1.430.1530.0002180.507-1.440.151
SIGMA_STAR_Mobil14SIGMA_STAR_Mobil110.0003060.554-4.232.34e-050.0002860.572-4.545.67e-06
SIGMA_STAR_Mobil16B_Envir02_F1-7.06e-05-0.052819.20-1.56e-05-0.013220.70
SIGMA_STAR_Mobil16B_Envir03_F19.26e-050.06553.030.002447.96e-050.06643.350.000814
SIGMA_STAR_Mobil16B_Mobil11_F18.5e-050.06084.381.17e-053.9e-050.03244.732.24e-06
SIGMA_STAR_Mobil16B_Mobil14_F19.52e-050.06792.790.005267.16e-050.06173.140.00167
SIGMA_STAR_Mobil16B_Mobil16_F10.000110.0824.947.97e-077.37e-050.06015.064.13e-07
SIGMA_STAR_Mobil16B_Mobil17_F16.47e-050.0496.555.76e-116.93e-050.05926.982.99e-12
SIGMA_STAR_Mobil16INTER_Envir020.000150.20911.900.0001170.19813.10
SIGMA_STAR_Mobil16INTER_Envir03-0.000134-0.179250-0.000108-0.17827.80
SIGMA_STAR_Mobil16INTER_Mobil110.0001420.19111.800.0001780.27213.20
SIGMA_STAR_Mobil16INTER_Mobil14-5.7e-05-0.07922.20-4.68e-05-0.082725.20
SIGMA_STAR_Mobil16INTER_Mobil166.42e-050.09317.503.22e-050.0517180
SIGMA_STAR_Mobil16INTER_Mobil176.03e-050.089417.205.56e-050.094618.60
SIGMA_STAR_Mobil16SIGMA_STAR_Envir020.0003290.565-0.5620.5740.0002980.596-0.6290.529
SIGMA_STAR_Mobil16SIGMA_STAR_Envir030.0003080.5641.670.09430.0002310.4961.680.0921
SIGMA_STAR_Mobil16SIGMA_STAR_Mobil110.0003350.55-1.230.2170.0003070.566-1.330.183
SIGMA_STAR_Mobil16SIGMA_STAR_Mobil140.0002950.5673.10.001940.0002920.6193.480.000504
SIGMA_STAR_Mobil17B_Envir02_F1-7.62e-05-0.055619.10-4.85e-05-0.039420.50
SIGMA_STAR_Mobil17B_Envir03_F19.65e-050.06663.110.001854.75e-050.03813.390.000695
SIGMA_STAR_Mobil17B_Mobil11_F18.26e-050.05764.468.38e-062.4e-050.01924.781.78e-06
SIGMA_STAR_Mobil17B_Mobil14_F19.7e-050.06742.870.004073.55e-050.02943.190.00144
SIGMA_STAR_Mobil17B_Mobil16_F17.84e-050.05714.976.81e-070.0001170.09165.22.04e-07
SIGMA_STAR_Mobil17B_Mobil17_F19.25e-050.06836.672.54e-110.0001080.08877.121.07e-12
SIGMA_STAR_Mobil17INTER_Envir020.0001530.20811.900.0001470.23913.40
SIGMA_STAR_Mobil17INTER_Envir03-0.000136-0.17724.90-9.24e-05-0.14527.90
SIGMA_STAR_Mobil17INTER_Mobil110.0001440.18911.800.0001780.26113.10
SIGMA_STAR_Mobil17INTER_Mobil14-5.78e-05-0.078122.10-5.21e-05-0.088424.80
SIGMA_STAR_Mobil17INTER_Mobil165.36e-050.075717.308.48e-060.013117.50
SIGMA_STAR_Mobil17INTER_Mobil177.3e-050.10617.403.1e-050.0506180
SIGMA_STAR_Mobil17SIGMA_STAR_Envir020.0003310.554-0.3020.7630.0002840.546-0.3190.75
SIGMA_STAR_Mobil17SIGMA_STAR_Envir030.000310.5531.880.05970.0002410.4981.90.0573
SIGMA_STAR_Mobil17SIGMA_STAR_Mobil110.0003380.541-0.970.3320.0003370.598-1.090.276
SIGMA_STAR_Mobil17SIGMA_STAR_Mobil140.0002970.5573.270.001060.0003120.6363.760.000169
SIGMA_STAR_Mobil17SIGMA_STAR_Mobil160.0003250.5520.2480.8050.000330.6220.2830.777
beta_ScaledIncome_10_moreB_Envir02_F10.0001610.149.0904.33e-050.02738.640
beta_ScaledIncome_10_moreB_Envir03_F1-0.000295-0.242-7.186.97e-13-0.000447-0.278-7.081.48e-12
beta_ScaledIncome_10_moreB_Mobil11_F1-0.000153-0.127-6.215.2e-10-3.5e-05-0.0217-6.461.03e-10
beta_ScaledIncome_10_moreB_Mobil14_F1-0.000174-0.144-7.681.58e-14-4.57e-05-0.0294-8.252.22e-16
beta_ScaledIncome_10_moreB_Mobil16_F1-9.49e-05-0.082-6.196.05e-100.0001080.0656-6.273.61e-10
beta_ScaledIncome_10_moreB_Mobil17_F1-0.000108-0.0947-4.682.82e-06-1.09e-05-0.00693-4.712.46e-06
beta_ScaledIncome_10_moreINTER_Envir02-4.35e-05-0.0702-7.032.05e-12-1.67e-05-0.0211-6.546.09e-11
beta_ScaledIncome_10_moreINTER_Envir038.8e-050.13711.300.0001230.15110.50
beta_ScaledIncome_10_moreINTER_Mobil115.97e-050.0931-7.121.12e-128.88e-060.0101-6.081.23e-09
beta_ScaledIncome_10_moreINTER_Mobil145.17e-050.08316.138.77e-10-1.37e-07-0.000185.474.59e-08
beta_ScaledIncome_10_moreINTER_Mobil163.44e-050.0578-1.270.203-3.65e-05-0.0436-1.050.294
beta_ScaledIncome_10_moreINTER_Mobil174.02e-050.069-1.820.06844.16e-060.00527-1.540.122
beta_ScaledIncome_10_moreSIGMA_STAR_Envir022.49e-050.0497-21.903.12e-050.0465-18.60
beta_ScaledIncome_10_moreSIGMA_STAR_Envir033.52e-050.0748-21.406.66e-050.107-18.20
beta_ScaledIncome_10_moreSIGMA_STAR_Mobil112.33e-050.0444-21.805.83e-050.0802-18.80
beta_ScaledIncome_10_moreSIGMA_STAR_Mobil141.8e-050.0401-20.503.04e-050.0482-16.80
beta_ScaledIncome_10_moreSIGMA_STAR_Mobil161.73e-050.0349-21.502.1e-050.0307-180
beta_ScaledIncome_10_moreSIGMA_STAR_Mobil172.32e-050.0457-21.501.47e-050.0206-17.80
beta_ScaledIncome_4_6B_Envir02_F1-0.000481-0.1342.320.0203-0.000419-0.08741.920.055
beta_ScaledIncome_4_6B_Envir03_F10.0008420.222-10.200.00130.266-8.470
beta_ScaledIncome_4_6B_Mobil11_F10.0004550.122-8.6700.0004240.0867-6.914.78e-12
beta_ScaledIncome_4_6B_Mobil14_F10.0003170.0845-9.670-0.000228-0.0484-7.496.99e-14
beta_ScaledIncome_4_6B_Mobil16_F10.0004250.118-8.5600.0002740.0551-6.584.72e-11
beta_ScaledIncome_4_6B_Mobil17_F10.0003520.0996-7.342.1e-130.0001750.0367-5.681.33e-08
beta_ScaledIncome_4_6INTER_Envir020.0001340.0697-8.272.22e-160.0001490.062-6.071.25e-09
beta_ScaledIncome_4_6INTER_Envir03-0.000259-0.131.170.241-0.000437-0.1760.8760.381
beta_ScaledIncome_4_6INTER_Mobil11-0.000182-0.0913-7.583.53e-14-0.000186-0.0699-5.71.23e-08
beta_ScaledIncome_4_6INTER_Mobil14-9.44e-05-0.0489-1.260.2094.53e-050.0197-0.9590.338
beta_ScaledIncome_4_6INTER_Mobil16-0.000152-0.0822-4.821.42e-06-0.00013-0.0514-3.60.000321
beta_ScaledIncome_4_6INTER_Mobil17-0.000134-0.0741-5.13.38e-07-8.56e-05-0.0358-3.810.000137
beta_ScaledIncome_4_6SIGMA_STAR_Envir02-7.29e-05-0.0468-14.20-8.57e-05-0.0421-10.40
beta_ScaledIncome_4_6SIGMA_STAR_Envir03-0.000101-0.069-13.50-0.000164-0.0866-9.810
beta_ScaledIncome_4_6SIGMA_STAR_Mobil11-7.05e-05-0.0432-14.30-0.000167-0.076-10.40
beta_ScaledIncome_4_6SIGMA_STAR_Mobil14-2.72e-05-0.0195-13.30-2.63e-05-0.0137-9.640
beta_ScaledIncome_4_6SIGMA_STAR_Mobil16-6.4e-05-0.0416-140-2.62e-05-0.0127-10.30
beta_ScaledIncome_4_6SIGMA_STAR_Mobil17-6.9e-05-0.0438-14.10-4.17e-05-0.0193-10.30
beta_ScaledIncome_4_6beta_ScaledIncome_10_more-0.000792-0.596-3.99.49e-05-0.00168-0.604-2.710.00667
beta_ScaledIncome_6_8B_Envir02_F10.0005670.1367.942e-150.0004310.07535.874.34e-09
beta_ScaledIncome_6_8B_Envir03_F1-0.000884-0.2-2.940.00324-0.00122-0.211-2.330.0196
beta_ScaledIncome_6_8B_Mobil11_F1-0.000507-0.116-2.240.0248-0.000436-0.0747-1.790.0731
beta_ScaledIncome_6_8B_Mobil14_F1-0.000488-0.112-3.230.001241.43e-050.00255-2.670.00754
beta_ScaledIncome_6_8B_Mobil16_F1-0.000238-0.0569-2.120.03370.0006160.104-1.740.0818
beta_ScaledIncome_6_8B_Mobil17_F1-0.000383-0.093-1.120.262-0.000112-0.0198-0.8910.373
beta_ScaledIncome_6_8INTER_Envir02-0.00016-0.0715-1.080.28-0.000142-0.0495-0.7840.433
beta_ScaledIncome_6_8INTER_Envir030.0002670.1157.332.36e-130.0003490.1185.192.14e-07
beta_ScaledIncome_6_8INTER_Mobil110.0001970.085-0.9970.3190.0001960.0618-0.7020.483
beta_ScaledIncome_6_8INTER_Mobil140.0001460.06494.957.29e-074.01e-050.01463.480.000493
beta_ScaledIncome_6_8INTER_Mobil168.75e-050.04061.660.0968-0.000198-0.06561.140.252
beta_ScaledIncome_6_8INTER_Mobil170.0001420.06751.460.1464.31e-050.01511.010.311
beta_ScaledIncome_6_8SIGMA_STAR_Envir028.19e-050.0451-6.555.93e-119.68e-050.0399-4.584.63e-06
beta_ScaledIncome_6_8SIGMA_STAR_Envir030.0001050.0615-5.972.39e-090.000260.115-4.22.61e-05
beta_ScaledIncome_6_8SIGMA_STAR_Mobil117.58e-050.0399-6.721.84e-110.0002520.096-4.771.82e-06
beta_ScaledIncome_6_8SIGMA_STAR_Mobil144.75e-050.0292-5.552.82e-080.0001080.0475-3.880.000103
beta_ScaledIncome_6_8SIGMA_STAR_Mobil164.71e-050.0263-6.352.1e-106.46e-050.0262-4.458.51e-06
beta_ScaledIncome_6_8SIGMA_STAR_Mobil177.48e-050.0407-6.441.19e-100.000130.0506-4.526.21e-06
beta_ScaledIncome_6_8beta_ScaledIncome_10_more0.001130.7342.860.004220.002480.7481.970.0494
beta_ScaledIncome_6_8beta_ScaledIncome_4_6-0.00422-0.883.570.00036-0.00877-0.8732.470.0136
beta_ScaledIncome_8_10B_Envir02_F1-0.000979-0.199-0.8080.419-0.000397-0.0595-0.6510.515
beta_ScaledIncome_8_10B_Envir03_F10.001550.298-1200.001850.273-8.780
beta_ScaledIncome_8_10B_Mobil11_F10.0009920.193-10.500.000570.0839-7.515.75e-14
beta_ScaledIncome_8_10B_Mobil14_F10.001110.215-11.700.0003420.0522-8.192.22e-16
beta_ScaledIncome_8_10B_Mobil16_F10.0006330.128-100-0.000633-0.0914-6.895.53e-12
beta_ScaledIncome_8_10B_Mobil17_F10.0007220.148-9.207.12e-050.0108-6.58.14e-11
beta_ScaledIncome_8_10INTER_Envir020.0002650.1-9.6500.0001330.04-6.751.49e-11
beta_ScaledIncome_8_10INTER_Envir03-0.000459-0.167-2.180.0296-0.000489-0.142-1.60.11
beta_ScaledIncome_8_10INTER_Mobil11-0.000386-0.141-8.820-0.000269-0.0727-6.489.13e-11
beta_ScaledIncome_8_10INTER_Mobil14-0.000339-0.128-4.055.03e-05-8.03e-05-0.0251-3.010.00265
beta_ScaledIncome_8_10INTER_Mobil16-0.000229-0.0902-6.848.14e-120.0001760.05-5.044.56e-07
beta_ScaledIncome_8_10INTER_Mobil17-0.000268-0.108-7.012.46e-12-2.16e-05-0.00652-5.132.86e-07
beta_ScaledIncome_8_10SIGMA_STAR_Envir02-0.000148-0.0689-13.90-0.000182-0.0644-9.860
beta_ScaledIncome_8_10SIGMA_STAR_Envir03-0.00018-0.0897-13.30-0.00035-0.133-9.410
beta_ScaledIncome_8_10SIGMA_STAR_Mobil11-0.000145-0.0647-140-0.000343-0.112-9.870
beta_ScaledIncome_8_10SIGMA_STAR_Mobil14-0.000113-0.0591-13.10-0.000198-0.0744-9.260
beta_ScaledIncome_8_10SIGMA_STAR_Mobil16-0.000108-0.0508-13.80-0.000115-0.0401-9.80
beta_ScaledIncome_8_10SIGMA_STAR_Mobil17-0.000141-0.0652-13.80-0.000168-0.0559-9.80
beta_ScaledIncome_8_10beta_ScaledIncome_10_more-0.00166-0.912-5.651.58e-08-0.00353-0.914-3.99.58e-05
beta_ScaledIncome_8_10beta_ScaledIncome_4_60.004120.727-4.986.26e-070.008470.723-3.430.000609
beta_ScaledIncome_8_10beta_ScaledIncome_6_8-0.00588-0.891-4.947.96e-07-0.0126-0.9-3.390.000705
beta_ScaledIncome_lessthan_4B_Envir02_F10.0001780.08518.086.66e-160.0001370.04957.25.93e-13
beta_ScaledIncome_lessthan_4B_Envir03_F1-0.000391-0.177-6.322.65e-10-0.000628-0.224-5.749.48e-09
beta_ScaledIncome_lessthan_4B_Mobil11_F1-0.000213-0.0972-5.445.28e-08-0.000149-0.0531-5.113.14e-07
beta_ScaledIncome_lessthan_4B_Mobil14_F1-0.000181-0.0825-6.838.7e-12-9.68e-05-0.0357-6.565.29e-11
beta_ScaledIncome_lessthan_4B_Mobil16_F1-0.000243-0.116-5.261.42e-07-0.00032-0.112-4.673.02e-06
beta_ScaledIncome_lessthan_4B_Mobil17_F1-0.000135-0.0656-4.055.1e-05-3.89e-05-0.0142-3.730.000193
beta_ScaledIncome_lessthan_4INTER_Envir02-4.83e-05-0.043-5.271.34e-07-6.07e-05-0.044-4.311.63e-05
beta_ScaledIncome_lessthan_4INTER_Envir030.0001230.1068.6600.0002660.1877.312.76e-13
beta_ScaledIncome_lessthan_4INTER_Mobil118.74e-050.0752-5.291.25e-077.06e-050.0461-4.192.78e-05
beta_ScaledIncome_lessthan_4INTER_Mobil145.45e-050.04834.712.52e-066.77e-050.05113.860.000116
beta_ScaledIncome_lessthan_4INTER_Mobil168.89e-050.0823-0.8380.4020.0001450.0991-0.6660.506
beta_ScaledIncome_lessthan_4INTER_Mobil175.37e-050.0509-1.220.2246.11e-050.0444-0.9610.336
beta_ScaledIncome_lessthan_4SIGMA_STAR_Envir023.15e-050.0346-15.407.01e-060.00599-11.80
beta_ScaledIncome_lessthan_4SIGMA_STAR_Envir034.89e-050.0572-14.703.61e-050.0333-11.20
beta_ScaledIncome_lessthan_4SIGMA_STAR_Mobil113.38e-050.0355-15.602.51e-050.0198-120
beta_ScaledIncome_lessthan_4SIGMA_STAR_Mobil141.76e-050.0216-13.90-2.48e-05-0.0225-10.50
beta_ScaledIncome_lessthan_4SIGMA_STAR_Mobil163.6e-050.04-15.20-5.14e-05-0.0432-11.40
beta_ScaledIncome_lessthan_4SIGMA_STAR_Mobil173.12e-050.0339-15.20-2.45e-05-0.0198-11.50
beta_ScaledIncome_lessthan_4beta_ScaledIncome_10_more0.0002720.350.1650.8690.0005340.3340.1150.908
beta_ScaledIncome_lessthan_4beta_ScaledIncome_4_6-0.00168-0.6993.30.000953-0.00325-0.672.340.0192
beta_ScaledIncome_lessthan_4beta_ScaledIncome_6_80.001420.506-2.620.008680.002760.477-1.760.0785
beta_ScaledIncome_lessthan_4beta_ScaledIncome_8_10-0.0014-0.4245.62.15e-08-0.00264-0.3923.938.43e-05
coef_age_65_moreB_Envir02_F10.0001040.04557.441.03e-130.0003070.09576.565.39e-11
coef_age_65_moreB_Envir03_F10.0001980.0823-7.177.37e-130.0008610.264-7.091.36e-12
coef_age_65_moreB_Mobil11_F16.71e-050.0282-5.874.37e-090.0003490.107-5.378.02e-08
coef_age_65_moreB_Mobil14_F1-9.51e-05-0.0398-7.032.13e-12-7.08e-05-0.0225-6.312.75e-10
coef_age_65_moreB_Mobil16_F1-0.000179-0.0782-5.454.9e-08-0.000411-0.123-4.516.47e-06
coef_age_65_moreB_Mobil17_F1-0.000157-0.0699-4.192.79e-05-0.000341-0.107-3.510.000447
coef_age_65_moreINTER_Envir02-3.85e-05-0.0315-5.397.02e-08-0.000141-0.0883-4.035.62e-05
coef_age_65_moreINTER_Envir03-6.49e-05-0.05117.244.44e-13-0.000255-0.1545.387.43e-08
coef_age_65_moreINTER_Mobil11-1.77e-05-0.014-5.162.49e-07-0.00014-0.0788-3.810.00014
coef_age_65_moreINTER_Mobil143.82e-050.03114.055.13e-053.78e-050.02463.080.00209
coef_age_65_moreINTER_Mobil166.29e-050.0535-1.160.2450.0001160.0687-0.8640.387
coef_age_65_moreINTER_Mobil175.73e-050.0498-1.530.1259.48e-050.0594-1.140.255
coef_age_65_moreSIGMA_STAR_Envir028.16e-060.00824-14.70-1.94e-05-0.0143-10.60
coef_age_65_moreSIGMA_STAR_Envir03-3.28e-05-0.0352-13.60-7.61e-05-0.0603-9.810
coef_age_65_moreSIGMA_STAR_Mobil11-1.1e-05-0.0106-14.70-3.45e-05-0.0234-10.70
coef_age_65_moreSIGMA_STAR_Mobil146.07e-060.00684-13.40-5.19e-05-0.0406-9.40
coef_age_65_moreSIGMA_STAR_Mobil161.56e-050.0159-14.507.22e-050.0521-10.60
coef_age_65_moreSIGMA_STAR_Mobil171.22e-050.0121-14.50-6.45e-06-0.00447-10.50
coef_age_65_morebeta_ScaledIncome_10_more-8.17e-05-0.0967-0.2670.789-0.000341-0.184-0.1730.862
coef_age_65_morebeta_ScaledIncome_4_60.0003030.1164.074.69e-050.001010.1792.910.00367
coef_age_65_morebeta_ScaledIncome_6_8-0.000216-0.0707-2.140.0321-0.00111-0.165-1.40.161
coef_age_65_morebeta_ScaledIncome_8_100.0003690.1026.371.9e-100.00180.234.643.5e-06
coef_age_65_morebeta_ScaledIncome_lessthan_4-0.000156-0.102-0.320.749-0.000462-0.143-0.2150.829
coef_haveChildrenB_Envir02_F1-9.79e-06-0.005816.196.01e-100.0002570.1075.992.1e-09
coef_haveChildrenB_Envir03_F16.1e-050.0343-9.240-1.38e-05-0.00568-8.580
coef_haveChildrenB_Mobil11_F10.000120.068-8.172.22e-160.0002550.104-7.834.66e-15
coef_haveChildrenB_Mobil14_F15.89e-050.0334-9.540-7.86e-05-0.0334-8.860
coef_haveChildrenB_Mobil16_F1-7.97e-05-0.0472-7.731.09e-14-0.000419-0.168-6.526.85e-11
coef_haveChildrenB_Mobil17_F10.0001010.0605-6.643.23e-110.0001270.0534-6.021.72e-09
coef_haveChildrenINTER_Envir021.65e-060.00183-9.090-0.000114-0.0949-7.041.98e-12
coef_haveChildrenINTER_Envir03-1.71e-05-0.01836.25.47e-109.35e-060.007535.113.16e-07
coef_haveChildrenINTER_Mobil11-4.09e-05-0.0438-8.50-0.000109-0.082-6.682.47e-11
coef_haveChildrenINTER_Mobil14-2.02e-05-0.02222.160.03095e-050.04351.810.07
coef_haveChildrenINTER_Mobil162.68e-050.0308-4.045.38e-050.0001480.117-3.270.00107
coef_haveChildrenINTER_Mobil17-3.49e-05-0.0411-4.361.32e-05-8.51e-05-0.0713-3.380.000733
coef_haveChildrenSIGMA_STAR_Envir02-1.32e-07-0.00018-20.801.46e-050.0144-15.90
coef_haveChildrenSIGMA_STAR_Envir03-3.78e-06-0.0055-19.90-4.77e-05-0.0505-14.80
coef_haveChildrenSIGMA_STAR_Mobil11-1.1e-05-0.0144-20.70-5.13e-05-0.0465-15.60
coef_haveChildrenSIGMA_STAR_Mobil14-1.12e-06-0.00171-19.50-4.99e-05-0.0522-14.10
coef_haveChildrenSIGMA_STAR_Mobil169.87e-060.0136-20.70-1.61e-05-0.0155-15.40
coef_haveChildrenSIGMA_STAR_Mobil17-7.97e-06-0.0108-20.40-1.9e-05-0.0176-15.40
coef_haveChildrenbeta_ScaledIncome_10_more-4.08e-05-0.0653-3.240.00121-5.82e-05-0.0419-2.180.0295
coef_haveChildrenbeta_ScaledIncome_4_66.75e-050.03482.630.008662.33e-050.005541.790.0727
coef_haveChildrenbeta_ScaledIncome_6_8-0.00019-0.0843-3.580.000341-0.000528-0.105-2.410.0158
coef_haveChildrenbeta_ScaledIncome_8_100.0002370.0895.358.68e-080.0005620.09613.70.000218
coef_haveChildrenbeta_ScaledIncome_lessthan_4-3.94e-05-0.0349-2.610.00898-3.24e-06-0.00134-1.830.0677
coef_haveChildrencoef_age_65_more0.0002260.183-2.370.01780.0006330.225-1.610.107
coef_haveGAB_Envir02_F1-0.000734-0.237-1.670.0939-0.000173-0.044-1.570.116
coef_haveGAB_Envir03_F10.001280.39-18.100.0006830.171-13.60
coef_haveGAB_Mobil11_F10.001150.357-16.400.0007810.195-12.80
coef_haveGAB_Mobil14_F10.001070.331-17.600.0001390.036-130
coef_haveGAB_Mobil16_F10.0009720.314-1600.0007450.183-12.40
coef_haveGAB_Mobil17_F10.0007830.257-1400.0003360.0864-10.80
coef_haveGAINTER_Envir020.000190.115-15.500.0001070.0548-11.90
coef_haveGAINTER_Envir03-0.000382-0.222-3.880.000104-0.000181-0.0892-3.280.00104
coef_haveGAINTER_Mobil11-0.000449-0.262-130-0.000321-0.148-10.90
coef_haveGAINTER_Mobil14-0.000336-0.202-6.565.26e-11-1.94e-05-0.0103-5.641.72e-08
coef_haveGAINTER_Mobil16-0.000352-0.22-10.40-0.000363-0.175-8.370
coef_haveGAINTER_Mobil17-0.00029-0.186-10.90-0.000148-0.076-8.910
coef_haveGASIGMA_STAR_Envir02-0.000114-0.0847-21.60-7e-05-0.0421-170
coef_haveGASIGMA_STAR_Envir03-0.000132-0.105-20.90-0.000118-0.0765-16.30
coef_haveGASIGMA_STAR_Mobil11-0.000146-0.104-21.50-0.000152-0.0844-16.90
coef_haveGASIGMA_STAR_Mobil14-9.86e-05-0.0819-20.70-8.96e-05-0.0572-160
coef_haveGASIGMA_STAR_Mobil16-0.000126-0.0951-21.30-7.77e-05-0.0459-16.80
coef_haveGASIGMA_STAR_Mobil17-0.000127-0.0935-21.30-7.48e-05-0.0424-16.80
coef_haveGAbeta_ScaledIncome_10_more-0.000192-0.168-10.60-0.000215-0.0944-7.932.22e-15
coef_haveGAbeta_ScaledIncome_4_60.0004150.117-4.477.73e-060.0001810.0263-3.050.0023
coef_haveGAbeta_ScaledIncome_6_8-0.000415-0.1-8.60-0.000274-0.0334-6.225.13e-10
coef_haveGAbeta_ScaledIncome_8_100.0009010.184-0.5770.5640.0007920.0828-0.3860.7
coef_haveGAbeta_ScaledIncome_lessthan_4-0.000218-0.105-9.540-0.000163-0.0411-7.158.91e-13
coef_haveGAcoef_age_65_more4.24e-050.0188-9.5300.0006910.15-7.263.92e-13
coef_haveGAcoef_haveChildren0.0001250.0746-8.8500.0002530.0736-6.362.06e-10
coef_highEducationB_Envir02_F1-0.000353-0.1792.590.009478.56e-060.003142.510.0122
coef_highEducationB_Envir03_F10.0005730.275-13.600.0003680.133-11.70
coef_highEducationB_Mobil11_F10.0005610.273-12.300.0007070.254-11.40
coef_highEducationB_Mobil14_F10.0007430.36-14.700.0009410.351-14.10
coef_highEducationB_Mobil16_F10.0005410.274-12.400.0006150.217-10.70
coef_highEducationB_Mobil17_F10.0004910.252-10.700.0006710.248-9.640
coef_highEducationINTER_Envir028.25e-050.078-13.40-8.69e-05-0.0638-9.960
coef_highEducationINTER_Envir03-0.000159-0.1451.240.216-6.42e-05-0.04551.040.298
coef_highEducationINTER_Mobil11-0.000224-0.205-11.30-0.000279-0.185-9.110
coef_highEducationINTER_Mobil14-0.000239-0.226-2.260.0235-0.000312-0.239-1.840.0654
coef_highEducationINTER_Mobil16-0.000194-0.191-7.554.26e-14-0.000204-0.142-6.011.82e-09
coef_highEducationINTER_Mobil17-0.000176-0.177-8.038.88e-16-0.000214-0.157-6.352.18e-10
coef_highEducationSIGMA_STAR_Envir02-7.06e-05-0.0823-22.80-8.83e-05-0.0765-17.40
coef_highEducationSIGMA_STAR_Envir03-7.05e-05-0.0876-22.10-7.83e-05-0.073-16.80
coef_highEducationSIGMA_STAR_Mobil11-8.44e-05-0.0941-22.70-7.72e-05-0.0616-17.50
coef_highEducationSIGMA_STAR_Mobil14-8.66e-05-0.113-21.50-0.000124-0.114-160
coef_highEducationSIGMA_STAR_Mobil16-8.25e-05-0.0975-22.50-0.000153-0.13-16.80
coef_highEducationSIGMA_STAR_Mobil17-8.63e-05-0.0995-22.40-0.000124-0.101-170
coef_highEducationbeta_ScaledIncome_10_more-3.79e-05-0.052-7.912.44e-158.31e-050.0527-5.621.91e-08
coef_highEducationbeta_ScaledIncome_4_66.55e-050.0289-0.3510.726-0.000175-0.0365-0.2370.813
coef_highEducationbeta_ScaledIncome_6_8-7.88e-05-0.0299-6.051.41e-090.0002260.0396-4.242.23e-05
coef_highEducationbeta_ScaledIncome_8_100.0001140.03672.940.00323-0.000565-0.0851.950.0513
coef_highEducationbeta_ScaledIncome_lessthan_4-9.45e-05-0.0714-6.322.58e-10-0.000139-0.0506-4.439.44e-06
coef_highEducationcoef_age_65_more-7.22e-05-0.0501-5.768.46e-09-0.000173-0.054-3.850.000117
coef_highEducationcoef_haveChildren-5.78e-05-0.0543-4.391.15e-05-0.000242-0.101-2.870.00411
coef_highEducationcoef_haveGA0.0004450.2285.661.51e-080.0002540.06483.740.000183
coef_individualHouseB_Envir02_F1-0.000218-0.1255.13.47e-07-0.00033-0.1384.643.52e-06
coef_individualHouseB_Envir03_F10.0003010.163-10.500.0004790.198-10.40
coef_individualHouseB_Mobil11_F10.0001530.0842-8.9700.0001210.0497-8.380
coef_individualHouseB_Mobil14_F10.0003430.188-1100.0005510.236-11.20
coef_individualHouseB_Mobil16_F10.0001480.0851-8.9400.0001150.0465-7.971.55e-15
coef_individualHouseB_Mobil17_F10.0001040.0604-7.411.23e-13-1.59e-05-0.00674-6.594.25e-11
coef_individualHouseINTER_Envir025.73e-050.0613-10.405.51e-050.0463-8.50
coef_individualHouseINTER_Envir03-8.74e-05-0.094.791.66e-06-0.000131-0.1063.986.9e-05
coef_individualHouseINTER_Mobil11-6.55e-05-0.0677-9.380-4.76e-05-0.0361-7.777.77e-15
coef_individualHouseINTER_Mobil14-0.000109-0.1160.9170.359-0.000213-0.1870.7510.453
coef_individualHouseINTER_Mobil16-5.46e-05-0.0607-4.967.14e-07-6.4e-06-0.00509-4.064.85e-05
coef_individualHouseINTER_Mobil17-4.21e-05-0.0479-5.455.05e-08-3.07e-06-0.00259-4.468.04e-06
coef_individualHouseSIGMA_STAR_Envir02-3.87e-05-0.051-21.10-5.86e-05-0.0581-16.50
coef_individualHouseSIGMA_STAR_Envir03-3.88e-05-0.0546-20.30-1.03e-05-0.011-16.10
coef_individualHouseSIGMA_STAR_Mobil11-2.82e-05-0.0355-21.30-2.51e-05-0.023-16.80
coef_individualHouseSIGMA_STAR_Mobil14-4.32e-05-0.0637-19.80-5.1e-05-0.0536-15.20
coef_individualHouseSIGMA_STAR_Mobil16-2.85e-05-0.0381-210-2.45e-05-0.0238-16.40
coef_individualHouseSIGMA_STAR_Mobil17-3.01e-05-0.0392-210-4.75e-05-0.0444-16.30
coef_individualHousebeta_ScaledIncome_10_more-6.76e-05-0.105-4.411.03e-05-0.000131-0.0947-3.030.00243
coef_individualHousebeta_ScaledIncome_4_60.0001670.08311.920.05440.0004140.09911.350.177
coef_individualHousebeta_ScaledIncome_6_8-0.000239-0.103-4.153.35e-05-0.000505-0.101-2.840.00457
coef_individualHousebeta_ScaledIncome_8_100.000320.1164.821.43e-060.0005410.09323.310.000941
coef_individualHousebeta_ScaledIncome_lessthan_4-0.000105-0.0901-3.510.000442-0.000275-0.115-2.430.0151
coef_individualHousecoef_age_65_more-0.000157-0.124-2.950.0032-0.000495-0.177-1.940.0525
coef_individualHousecoef_haveChildren-6.34e-05-0.0674-1.140.256-0.000249-0.119-0.7450.456
coef_individualHousecoef_haveGA7.18e-050.04157.844.66e-15-0.000113-0.03315.53.89e-08
coef_individualHousecoef_highEducation0.0001320.123.580.000350.0003240.1372.460.0141
coef_interceptB_Envir02_F10.000170.02796.847.97e-120.0001930.02425.182.26e-07
coef_interceptB_Envir03_F10.0001160.018-1.360.1730.0004780.059-1.060.291
coef_interceptB_Mobil11_F13.31e-050.0052-0.6940.4880.0001150.0141-0.5330.594
coef_interceptB_Mobil14_F1-0.000204-0.0319-1.470.143-0.000106-0.0135-1.140.255
coef_interceptB_Mobil16_F15.5e-050.00899-0.5310.5950.0003860.0465-0.4070.684
coef_interceptB_Mobil17_F1-0.000116-0.01930.2430.808-9.74e-05-0.01230.1850.853
coef_interceptINTER_Envir020.0002670.08140.4460.6550.0001730.04340.3220.748
coef_interceptINTER_Envir03-0.000446-0.1316.021.74e-09-0.000643-0.1564.448.96e-06
coef_interceptINTER_Mobil11-0.000276-0.08150.5210.602-0.000177-0.040.3860.7
coef_interceptINTER_Mobil14-0.000304-0.09244.565.14e-06-0.000274-0.07163.380.000734
coef_interceptINTER_Mobil16-0.000297-0.09422.330.0196-0.000386-0.09161.710.0871
coef_interceptINTER_Mobil17-0.000175-0.0572.210.0274-0.000201-0.05061.610.106
coef_interceptSIGMA_STAR_Envir020.0001110.0417-3.330.0008830.0001760.0521-2.410.0161
coef_interceptSIGMA_STAR_Envir036.84e-050.0275-2.880.003986.21e-050.0197-2.080.0376
coef_interceptSIGMA_STAR_Mobil119.02e-050.0325-3.460.0005430.0001650.045-2.510.0121
coef_interceptSIGMA_STAR_Mobil140.0001110.0467-2.630.00860.0002140.0671-1.90.0576
coef_interceptSIGMA_STAR_Mobil168.59e-050.0328-3.210.001340.0002770.0803-2.330.0196
coef_interceptSIGMA_STAR_Mobil170.0001020.0379-3.260.001120.000250.0695-2.370.018
coef_interceptbeta_ScaledIncome_10_more-0.000372-0.1652.740.00613-0.000751-0.1621.960.0506
coef_interceptbeta_ScaledIncome_4_60.002750.3926.031.67e-090.005080.3624.212.5e-05
coef_interceptbeta_ScaledIncome_6_8-0.00217-0.2660.9380.348-0.0041-0.2450.6650.506
coef_interceptbeta_ScaledIncome_8_100.001950.2027.322.45e-130.003770.1945.142.68e-07
coef_interceptbeta_ScaledIncome_lessthan_4-0.00351-0.8582.160.031-0.00705-0.8741.530.125
coef_interceptcoef_age_65_more-0.000136-0.03042.770.00557-0.000185-0.01981.970.0489
coef_interceptcoef_haveChildren-2.68e-06-0.0008123.840.000121-5.34e-05-0.007622.730.00641
coef_interceptcoef_haveGA-7.99e-05-0.01327.932.22e-157.59e-050.006625.758.91e-09
coef_interceptcoef_highEducation-0.00017-0.04415.552.94e-08-3.1e-05-0.003893.996.61e-05
coef_interceptcoef_individualHouse-0.00024-0.07044.212.6e-05-0.000176-0.02523.030.00243
coef_maleB_Envir02_F1-2.77e-05-0.01777.912.66e-15-0.000495-0.2196.652.84e-11
coef_maleB_Envir03_F1-0.000127-0.0764-7.431.09e-13-3.74e-05-0.0163-7.234.69e-13
coef_maleB_Mobil11_F1-0.000268-0.163-6.071.25e-09-0.000612-0.265-5.425.92e-08
coef_maleB_Mobil14_F1-6.81e-05-0.0414-7.825.33e-150.0001070.0481-7.873.55e-15
coef_maleB_Mobil16_F1-7.47e-05-0.0475-6.224.89e-100.000120.0512-5.864.55e-09
coef_maleB_Mobil17_F1-0.000209-0.135-4.643.52e-06-0.000458-0.204-4.084.54e-05
coef_maleINTER_Envir021.66e-050.0197-6.943.87e-120.0001630.144-5.982.24e-09
coef_maleINTER_Envir033.69e-050.04229.150-9.6e-06-0.00827.332.34e-13
coef_maleINTER_Mobil119.31e-050.107-6.876.61e-120.0001960.156-5.631.77e-08
coef_maleINTER_Mobil141.53e-050.01814.831.37e-06-8.18e-05-0.07533.810.000137
coef_maleINTER_Mobil162.33e-050.0288-1.560.118-7.11e-05-0.0595-1.180.24
coef_maleINTER_Mobil176.73e-050.0851-2.090.03650.0001760.156-1.70.0899
coef_maleSIGMA_STAR_Envir02-3.28e-07-0.000481-18.903.37e-050.0351-14.60
coef_maleSIGMA_STAR_Envir038.8e-060.0137-18.101.88e-050.0211-13.70
coef_maleSIGMA_STAR_Mobil112.8e-050.0393-19.303.28e-050.0315-14.70
coef_maleSIGMA_STAR_Mobil147.95e-070.0013-17.503.04e-050.0337-13.10
coef_maleSIGMA_STAR_Mobil166.47e-060.00961-18.702.17e-050.0222-14.20
coef_maleSIGMA_STAR_Mobil172.12e-050.0307-18.904.05e-050.0398-14.30
coef_malebeta_ScaledIncome_10_more2.89e-050.0498-0.5290.5972.39e-050.0182-0.3440.731
coef_malebeta_ScaledIncome_4_6-0.000122-0.06794.016.16e-051.56e-050.003922.840.00452
coef_malebeta_ScaledIncome_6_80.0001060.0505-2.460.01393.04e-050.00642-1.640.1
coef_malebeta_ScaledIncome_8_10-0.000197-0.07956.224.89e-10-0.000275-0.04994.311.62e-05
coef_malebeta_ScaledIncome_lessthan_4-9.97e-06-0.00947-0.5090.611-9.86e-05-0.0431-0.3430.731
coef_malecoef_age_65_more-0.000217-0.189-0.09880.921-0.000667-0.251-0.06360.949
coef_malecoef_haveChildren-2.6e-05-0.03072.480.013-0.000219-0.111.560.118
coef_malecoef_haveGA-0.000189-0.1219.90-0.000433-0.1337.041.87e-12
coef_malecoef_highEducation-0.000117-0.1186.574.93e-11-0.000365-0.1624.291.78e-05
coef_malecoef_individualHouse-3.23e-05-0.03683.620.00029-7.32e-05-0.03712.420.0155
coef_malecoef_intercept-7.37e-05-0.024-2.920.00345-0.000102-0.0154-2.080.0374
coef_moreThanOneBikeB_Envir02_F1-0.000637-0.32.020.0435-0.000717-0.2551.840.0663
coef_moreThanOneBikeB_Envir03_F10.0006560.292-1400.0004790.168-12.20
coef_moreThanOneBikeB_Mobil11_F10.0004510.203-12.10-4.97e-06-0.00174-100
coef_moreThanOneBikeB_Mobil14_F10.000710.318-14.600.000720.261-13.40
coef_moreThanOneBikeB_Mobil16_F10.0005460.256-12.500.0003820.131-10.40
coef_moreThanOneBikeB_Mobil17_F10.0003760.179-10.603.42e-050.0123-8.690
coef_moreThanOneBikeINTER_Envir020.0001790.157-1400.0002510.178-11.30
coef_moreThanOneBikeINTER_Envir03-0.00019-0.1610.6030.547-0.000163-0.1120.5070.612
coef_moreThanOneBikeINTER_Mobil11-0.000185-0.157-11.70-6.9e-07-0.000443-10.10
coef_moreThanOneBikeINTER_Mobil14-0.000226-0.197-2.770.00567-0.000299-0.221-2.280.0224
coef_moreThanOneBikeINTER_Mobil16-0.000199-0.182-7.834.88e-15-0.00015-0.101-6.451.15e-10
coef_moreThanOneBikeINTER_Mobil17-0.00014-0.13-8.420-1.13e-05-0.00806-7.051.73e-12
coef_moreThanOneBikeSIGMA_STAR_Envir02-9.09e-05-0.0982-22.10-4.54e-05-0.0381-17.70
coef_moreThanOneBikeSIGMA_STAR_Envir03-7.43e-05-0.0855-21.60-2.25e-05-0.0203-17.20
coef_moreThanOneBikeSIGMA_STAR_Mobil11-6.74e-05-0.0696-22.40-2.42e-05-0.0187-17.90
coef_moreThanOneBikeSIGMA_STAR_Mobil14-7.41e-05-0.0895-21.20-3.6e-05-0.032-16.60
coef_moreThanOneBikeSIGMA_STAR_Mobil16-7.87e-05-0.0862-22.101.26e-050.0104-17.70
coef_moreThanOneBikeSIGMA_STAR_Mobil17-7.36e-05-0.0786-22.10-7.52e-05-0.0594-17.30
coef_moreThanOneBikebeta_ScaledIncome_10_more-6.6e-05-0.0837-8.066.66e-163.3e-050.0202-5.913.51e-09
coef_moreThanOneBikebeta_ScaledIncome_4_60.0002040.0833-0.7770.4375.79e-050.0117-0.5270.598
coef_moreThanOneBikebeta_ScaledIncome_6_8-0.000292-0.102-6.157.93e-10-0.000142-0.0241-4.361.31e-05
coef_moreThanOneBikebeta_ScaledIncome_8_100.0004410.1312.690.00714-2.4e-05-0.00351.770.076
coef_moreThanOneBikebeta_ScaledIncome_lessthan_4-0.000177-0.124-6.488.95e-11-0.000356-0.125-4.594.35e-06
coef_moreThanOneBikecoef_age_65_more0.0002110.136-6.721.83e-110.0005670.172-4.692.7e-06
coef_moreThanOneBikecoef_haveChildren-0.000292-0.254-4.411.02e-05-0.000709-0.287-2.990.00279
coef_moreThanOneBikecoef_haveGA0.0003320.1574.841.27e-06-0.000249-0.06173.170.00154
coef_moreThanOneBikecoef_highEducation0.0003260.243-0.6730.5010.0004460.159-0.4430.658
coef_moreThanOneBikecoef_individualHouse4.67e-060.00393-3.840.0001252.53e-060.00103-2.680.00745
coef_moreThanOneBikecoef_intercept-0.000309-0.0743-5.711.16e-08-0.000229-0.0278-4.133.58e-05
coef_moreThanOneBikecoef_male-3.32e-05-0.031-7.158.58e-130.0001090.0468-5.093.55e-07
coef_moreThanOneCarB_Envir02_F10.001080.45118.300.0009580.35516.40
coef_moreThanOneCarB_Envir03_F1-0.00126-0.501-0.3720.71-0.000964-0.352-0.3820.702
coef_moreThanOneCarB_Mobil11_F1-0.000985-0.3960.5780.563-0.000578-0.210.6020.547
coef_moreThanOneCarB_Mobil14_F1-0.00132-0.527-0.5540.579-0.00115-0.434-0.5640.572
coef_moreThanOneCarB_Mobil16_F1-0.00101-0.4230.8370.402-0.000688-0.2460.8360.403
coef_moreThanOneCarB_Mobil17_F1-0.000643-0.2742.10.03550.0001010.03782.30.0216
coef_moreThanOneCarINTER_Envir02-0.000293-0.2293.210.00134-0.000259-0.1922.970.003
coef_moreThanOneCarINTER_Envir030.0003630.27318.500.0002730.19615.80
coef_moreThanOneCarINTER_Mobil110.0003940.2984.381.21e-050.000260.1743.580.000344
coef_moreThanOneCarINTER_Mobil140.0004150.32315.200.0003560.27613.10
coef_moreThanOneCarINTER_Mobil160.0003630.2959.2200.0002670.1877.534.97e-14
coef_moreThanOneCarINTER_Mobil170.0002450.2048.40-2.88e-05-0.02156.653.01e-11
coef_moreThanOneCarSIGMA_STAR_Envir020.0001590.153-5.113.14e-070.0001840.161-4.449.09e-06
coef_moreThanOneCarSIGMA_STAR_Envir030.0001420.146-4.074.62e-050.0001480.14-3.50.000461
coef_moreThanOneCarSIGMA_STAR_Mobil110.0001430.132-5.368.28e-080.0001280.103-4.594.5e-06
coef_moreThanOneCarSIGMA_STAR_Mobil140.0001380.149-3.460.0005480.0001870.173-2.980.00291
coef_moreThanOneCarSIGMA_STAR_Mobil160.0001450.141-4.821.41e-060.0001490.128-4.133.58e-05
coef_moreThanOneCarSIGMA_STAR_Mobil170.0001330.127-4.891.03e-060.0001480.122-4.212.6e-05
coef_moreThanOneCarbeta_ScaledIncome_10_more0.0001240.1411004.34e-050.02787.63.04e-14
coef_moreThanOneCarbeta_ScaledIncome_4_6-0.000493-0.189.060-0.000379-0.08016.934.11e-12
coef_moreThanOneCarbeta_ScaledIncome_6_80.0004450.143.390.0007040.0002390.04242.30.0215
coef_moreThanOneCarbeta_ScaledIncome_8_10-0.000932-0.2479.860-0.000611-0.09297.441e-13
coef_moreThanOneCarbeta_ScaledIncome_lessthan_40.0002180.1368.3800.0001440.05296.167.09e-10
coef_moreThanOneCarcoef_age_65_more0.0001270.07278.114.44e-160.0001580.055.93.54e-09
coef_moreThanOneCarcoef_haveChildren-3.82e-05-0.029610.800.0001870.07898.610
coef_moreThanOneCarcoef_haveGA-0.000762-0.32213.90-2.61e-06-0.00067512.20
coef_moreThanOneCarcoef_highEducation-0.000411-0.27312.50-0.000407-0.1519.910
coef_moreThanOneCarcoef_individualHouse-0.00034-0.25610.50-0.000693-0.2957.952e-15
coef_moreThanOneCarcoef_intercept-1.34e-05-0.002881.150.251-6.05e-05-0.007680.8340.404
coef_moreThanOneCarcoef_male6.76e-050.05649.380-3.11e-05-0.01396.895.75e-12
coef_moreThanOneCarcoef_moreThanOneBike-0.000652-0.401120-0.000742-0.2689.660
delta_1B_Envir02_F1-2.44e-05-0.0609120-1.88e-05-0.049412.90
delta_1B_Envir03_F13.21e-050.0759-5.339.73e-082.53e-050.0655-5.913.45e-09
delta_1B_Mobil11_F12.94e-050.0704-3.986.87e-052.04e-050.0526-4.351.39e-05
delta_1B_Mobil14_F13.35e-050.0798-5.661.55e-082.31e-050.0619-6.421.34e-10
delta_1B_Mobil16_F12.69e-050.0673-3.780.0001592.8e-050.0711-3.899.98e-05
delta_1B_Mobil17_F12.27e-050.0575-2.110.03492.34e-050.0622-2.240.0252
delta_1INTER_Envir025.15e-050.24-3.320.0008914.67e-050.246-3.820.000135
delta_1INTER_Envir03-4.56e-05-0.20516.80-3.62e-05-0.18419.20
delta_1INTER_Mobil114.78e-050.215-2.830.004595.67e-050.269-3.070.00212
delta_1INTER_Mobil14-1.99e-05-0.092312.10-1.97e-05-0.10814.20
delta_1INTER_Mobil161.82e-050.08834.252.1e-058.37e-060.04184.381.19e-05
delta_1INTER_Mobil172.06e-050.1023.750.000181.71e-050.09064.025.77e-05
delta_1SIGMA_STAR_Envir020.0001120.644-25.209.39e-050.584-27.30
delta_1SIGMA_STAR_Envir030.0001050.645-24.607.89e-050.528-26.10
delta_1SIGMA_STAR_Mobil110.0001130.62-24.509.83e-050.564-25.50
delta_1SIGMA_STAR_Mobil140.0001020.655-24.409.37e-050.618-25.20
delta_1SIGMA_STAR_Mobil160.000110.64-24.909.74e-050.595-26.20
delta_1SIGMA_STAR_Mobil170.0001110.629-24.400.0001010.59-25.30
delta_1beta_ScaledIncome_10_more8e-060.0547.796.66e-151.2e-050.05475.455.01e-08
delta_1beta_ScaledIncome_4_6-2.16e-05-0.04697.293.1e-13-2.39e-05-0.03595.132.95e-07
delta_1beta_ScaledIncome_6_82.33e-050.0435-0.10.924.96e-050.0624-0.06870.945
delta_1beta_ScaledIncome_8_10-4.64e-05-0.07338.70-7.97e-05-0.08616.041.56e-09
delta_1beta_ScaledIncome_lessthan_41.04e-050.03894.271.98e-05-2.43e-06-0.006353.030.00244
delta_1coef_age_65_more1.71e-060.005864.361.32e-05-1.61e-05-0.03612.910.00365
delta_1coef_haveChildren-1.14e-06-0.005269.330-1.08e-05-0.03266.25.49e-10
delta_1coef_haveGA-4.3e-05-0.10814.70-4.29e-05-0.078710.90
delta_1coef_highEducation-2.65e-05-0.10513.60-4.18e-05-0.119.330
delta_1coef_individualHouse-1.14e-05-0.05110.50-1.49e-05-0.04517.332.26e-13
delta_1coef_intercept3.39e-050.0433-1.340.1817.27e-050.0655-0.9590.338
delta_1coef_male3.64e-060.01816.431.26e-101.18e-050.03764.262.08e-05
delta_1coef_moreThanOneBike-2.56e-05-0.093713.40-5.32e-06-0.01369.730
delta_1coef_moreThanOneCar4.73e-050.155-6.662.65e-114.63e-050.124-5.493.97e-08
delta_2B_Envir02_F1-7.04e-05-0.067419.80-4.37e-05-0.043221.10
delta_2B_Envir03_F18.89e-050.08063.20.001388.23e-050.08023.510.000444
delta_2B_Mobil11_F18.12e-050.07444.594.36e-065.74e-050.05584.957.52e-07
delta_2B_Mobil14_F19.09e-050.08312.950.003154.64e-050.04683.280.00105
delta_2B_Mobil16_F17.63e-050.07295.132.83e-077.94e-050.07575.261.4e-07
delta_2B_Mobil17_F16.45e-050.06266.867.1e-127.85e-050.07847.254.16e-13
delta_2INTER_Envir020.000150.26713.300.0001380.27314.70
delta_2INTER_Envir03-0.000132-0.22726.90-0.000115-0.2229.20
delta_2INTER_Mobil110.0001430.24613.200.0001530.274140
delta_2INTER_Mobil14-5.55e-05-0.098624.10-5.66e-05-0.11726.60
delta_2INTER_Mobil165.33e-050.098819.302.39e-050.044819.10
delta_2INTER_Mobil175.96e-050.11319.203.33e-050.066319.60
delta_2SIGMA_STAR_Envir020.0003280.721-0.4660.6410.0002750.643-0.4440.657
delta_2SIGMA_STAR_Envir030.0003070.7192.590.009730.0002490.6272.390.0166
delta_2SIGMA_STAR_Mobil110.0003360.707-1.340.1790.0002960.638-1.280.202
delta_2SIGMA_STAR_Mobil140.0002930.724.613.94e-060.0002810.6984.526.08e-06
delta_2SIGMA_STAR_Mobil160.0003230.7190.2870.7740.0002860.6550.2710.786
delta_2SIGMA_STAR_Mobil170.0003240.706-0.05130.9590.0002990.659-0.04950.961
delta_2beta_ScaledIncome_10_more2.39e-050.06182503.16e-050.054119.30
delta_2beta_ScaledIncome_4_6-6.66e-05-0.055414.50-4.5e-05-0.025410.40
delta_2beta_ScaledIncome_6_87.26e-050.05196.575.16e-119.65e-050.04564.535.85e-06
delta_2beta_ScaledIncome_8_10-0.000141-0.0856140-0.000192-0.07799.830
delta_2beta_ScaledIncome_lessthan_43.22e-050.04616.30-1.42e-05-0.013911.80
delta_2coef_age_65_more2.07e-060.0027215.30-2.36e-05-0.019910.60
delta_2coef_haveChildren-3.23e-06-0.0057222.40-4.54e-05-0.051215.70
delta_2coef_haveGA-0.000129-0.124220-0.000118-0.081416.90
delta_2coef_highEducation-7.9e-05-0.12240-9.67e-05-0.09617.50
delta_2coef_individualHouse-3.37e-05-0.057722.70-3.9e-05-0.044416.90
delta_2coef_intercept9.7e-050.04753.280.001030.0002410.08172.370.0178
delta_2coef_male1.1e-050.02120.701.35e-050.016214.70
delta_2coef_moreThanOneBike-7.68e-05-0.10823.40-1.36e-05-0.013118.10
delta_2coef_moreThanOneCar0.0001450.1815.211.84e-070.0001290.134.31.74e-05
delta_2delta_18.98e-050.6734.108.36e-050.59631.50

Smallest eigenvalue: 49.0501

Largest eigenvalue: 142269

Condition number: 2900.48