biogeme 3.2.6 [2020-05-30]

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 2020-05-30 16:32:52.578563

If you drag this HTML file into the Calc application of OpenOffice, or the spreadsheet of LibreOffice, you will be able to perform additional calculations.

Report file: 01oneLatentRegression.html
Database name: optima

Estimation report

Number of estimated parameters: 33
Sample size: 1906
Excluded observations: 359
Init log likelihood: -82119.42
Final log likelihood: -18658.15
Likelihood ratio test for the init. model: 126922.5
Rho-square for the init. model: 0.773
Rho-square-bar for the init. model: 0.772
Akaike Information Criterion: 37382.3
Bayesian Information Criterion: 37565.55
Final gradient norm: 6.4818E-01
Nbr of threads: 36
Algorithm: BFGS with trust region for simple bound constraints
Proportion analytical hessian: 0.0%
Relative projected gradient: 4.219085e-06
Number of iterations: 124
Number of function evaluations: 337
Number of gradient evaluations: 107
Number of hessian evaluations: 0
Cause of termination: Relative gradient = 4.2e-06 <= 6.1e-06
Optimization time: 0:00:02.777125

Estimated parameters

NameValueStd errt-testp-valueRob. Std errRob. t-testRob. p-value
B_Envir02_F1-0.4960.064-7.759.33e-150.0578-8.590
B_Envir03_F10.6710.06869.7800.060111.20
B_Mobil11_F10.5620.06438.7500.05899.550
B_Mobil14_F10.7050.069910.100.059611.80
B_Mobil16_F10.540.06428.4100.06128.820
B_Mobil17_F10.4310.06396.751.46e-110.05997.26.19e-13
INTER_Envir022.010.16911.900.15313.10
INTER_Envir034.570.18125.300.15828.90
INTER_Mobil115.140.16930.400.151340
INTER_Mobil144.910.18426.800.15731.20
INTER_Mobil164.80.16928.400.15830.30
INTER_Mobil174.50.16926.600.15728.60
SIGMA_STAR_Envir011.250.02159.400.016177.30
SIGMA_STAR_Envir021.120.018759.800.0149750
SIGMA_STAR_Envir031.070.018258.900.015568.90
SIGMA_STAR_Mobil111.080.018259.600.016366.40
SIGMA_STAR_Mobil141.050.017958.700.014174.60
SIGMA_STAR_Mobil161.10.018459.700.015172.60
SIGMA_STAR_Mobil171.110.01955700.015571.70
beta_ScaledIncome_10_more0.1030.02444.212.58e-050.0362.860.0043
beta_ScaledIncome_4_6-0.2510.0754-3.330.0008630.108-2.320.0202
beta_ScaledIncome_6_80.2990.08813.390.000690.132.30.0212
beta_ScaledIncome_8_10-0.620.104-5.982.23e-090.15-4.123.71e-05
beta_ScaledIncome_lessthan_40.1030.04432.320.02050.06331.620.105
coef_age_65_more0.1030.04842.130.0330.07321.410.158
coef_haveChildren-0.04570.0357-1.280.2010.0542-0.8430.399
coef_haveGA-0.6890.0643-10.700.0861-81.11e-15
coef_highEducation-0.2980.0413-7.225.39e-130.0612-4.871.12e-06
coef_individualHouse-0.110.0369-2.980.002860.054-2.040.0417
coef_intercept-2.50.129-19.300.183-13.70
coef_male0.07150.0332.160.03050.05061.410.158
coef_moreThanOneBike-0.3270.0442-7.41.33e-130.062-5.281.31e-07
coef_moreThanOneCar0.6240.048312.900.058110.70

Correlation of coefficients

Coefficient1Coefficient2CovarianceCorrelationt-testp-valueRob. cov.Rob. corr.Rob. t-testRob. p-value
B_Envir03_F1B_Envir02_F1-0.00132-0.30110.90-0.000531-0.153130
B_Mobil11_F1B_Envir02_F1-0.00101-0.24610.50-3.29e-05-0.0096812.80
B_Mobil11_F1B_Envir03_F10.001480.336-1.420.1570.000950.268-1.510.131
B_Mobil14_F1B_Envir02_F1-0.00141-0.31411.10-0.00091-0.26412.90
B_Mobil14_F1B_Envir03_F10.001870.3890.4460.6550.0009960.2780.4750.635
B_Mobil14_F1B_Mobil11_F10.001520.3381.850.06470.0008260.2351.950.0514
B_Mobil16_F1B_Envir02_F1-0.00105-0.25410.20-0.000814-0.2311.10
B_Mobil16_F1B_Envir03_F10.00140.317-1.690.09180.0008050.219-1.730.0841
B_Mobil16_F1B_Mobil11_F10.001140.277-0.290.7720.0009780.271-0.3090.757
B_Mobil16_F1B_Mobil14_F10.001470.328-2.120.03380.001060.29-2.290.0218
B_Mobil17_F1B_Envir02_F1-0.000751-0.1839.4200.0002240.064611.50
B_Mobil17_F1B_Envir03_F10.001040.238-2.930.003410.0003850.107-2.990.0028
B_Mobil17_F1B_Mobil11_F10.0009450.23-1.650.09890.0008530.242-1.790.073
B_Mobil17_F1B_Mobil14_F10.001150.257-3.350.0007960.0004710.132-3.480.000506
B_Mobil17_F1B_Mobil16_F10.0008910.217-1.360.1750.0009090.248-1.460.143
INTER_Envir02B_Envir02_F10.01060.98423.600.008730.98625.90
INTER_Envir02B_Envir03_F1-0.00343-0.2966.692.26e-11-0.00138-0.157.749.77e-15
INTER_Envir02B_Mobil11_F1-0.00262-0.2427.441.01e-13-7.82e-05-0.008678.780
INTER_Envir02B_Mobil14_F1-0.00364-0.3096.479.83e-11-0.00242-0.2647.32.86e-13
INTER_Envir02B_Mobil16_F1-0.00271-0.257.544.82e-14-0.00215-0.2298.272.22e-16
INTER_Envir02B_Mobil17_F1-0.00194-0.188.272.22e-160.0005740.06259.80
INTER_Envir03B_Envir02_F1-0.00343-0.29624.20-0.00136-0.14828.70
INTER_Envir03B_Envir03_F10.01220.98434.200.009360.98439.10
INTER_Envir03B_Mobil11_F10.003840.3323.500.002380.256260
INTER_Envir03B_Mobil14_F10.004840.38323.100.002560.27225.20
INTER_Envir03B_Mobil16_F10.003620.31223.400.002060.21225.60
INTER_Envir03B_Mobil17_F10.00270.23423.400.000990.10425.30
INTER_Envir03INTER_Envir02-0.00917-0.3019.080-0.00362-0.14910.80
INTER_Mobil11B_Envir02_F1-0.00262-0.24128.90-7.36e-05-0.0084334.80
INTER_Mobil11B_Envir03_F10.003840.3327.900.002370.26130.40
INTER_Mobil11B_Mobil11_F10.01070.98442.900.008750.98448.90
INTER_Mobil11B_Mobil14_F10.003930.33327.700.002170.24129.90
INTER_Mobil11B_Mobil16_F10.002960.27228.100.002480.26831.30
INTER_Mobil11B_Mobil17_F10.002450.22628.200.002190.24231.70
INTER_Mobil11INTER_Envir02-0.00702-0.24611.80-0.000231-0.0099914.50
INTER_Mobil11INTER_Envir030.01030.3362.860.004270.006150.2573.060.00222
INTER_Mobil14B_Envir02_F1-0.00364-0.3125.50-0.00234-0.25829.90
INTER_Mobil14B_Envir03_F10.004840.3842500.002540.26827.80
INTER_Mobil14B_Mobil11_F10.003930.33425.200.002180.23628.20
INTER_Mobil14B_Mobil14_F10.01260.98436.500.009240.98542.40
INTER_Mobil14B_Mobil16_F10.003810.32325.200.002740.28428.80
INTER_Mobil14B_Mobil17_F10.002960.25325.100.001250.13227.90
INTER_Mobil14INTER_Envir02-0.00973-0.31510.20-0.00634-0.26311.80
INTER_Mobil14INTER_Envir030.01290.391.730.08280.006780.2721.830.0671
INTER_Mobil14INTER_Mobil110.01050.339-1.120.2610.005960.25-1.210.227
INTER_Mobil16B_Envir02_F1-0.00271-0.2527.10-0.00214-0.23429.30
INTER_Mobil16B_Envir03_F10.003620.31225.600.002050.21526.30
INTER_Mobil16B_Mobil11_F10.002960.27225.900.002490.26727.60
INTER_Mobil16B_Mobil14_F10.003810.32325.500.002770.29326.90
INTER_Mobil16B_Mobil16_F10.01070.9844000.009550.98543.10
INTER_Mobil16B_Mobil17_F10.002310.21426.100.002340.24728.20
INTER_Mobil16INTER_Envir02-0.00725-0.25410.40-0.00583-0.2411.40
INTER_Mobil16INTER_Envir030.009680.3171.130.2570.005460.2181.170.242
INTER_Mobil16INTER_Mobil110.007930.277-1.70.08990.006560.274-1.850.0644
INTER_Mobil16INTER_Mobil140.01020.329-0.5710.5680.007420.298-0.6240.533
INTER_Mobil17B_Envir02_F1-0.00194-0.17926.100.0005630.06230.50
INTER_Mobil17B_Envir03_F10.00270.23322.900.0009970.10623.60
INTER_Mobil17B_Mobil11_F10.002450.22523.600.002190.23725.50
INTER_Mobil17B_Mobil14_F10.002970.25122.900.001260.13523.70
INTER_Mobil17B_Mobil16_F10.002310.21223.600.002330.24225.70
INTER_Mobil17B_Mobil17_F10.01060.98438.100.009270.98541.20
INTER_Mobil17INTER_Envir02-0.00521-0.1839.5900.001440.059811.70
INTER_Mobil17INTER_Envir030.007250.237-0.3080.7580.00270.109-0.3160.752
INTER_Mobil17INTER_Mobil110.006550.229-3.060.00220.005870.247-3.40.000665
INTER_Mobil17INTER_Mobil140.007950.256-1.930.05380.003530.143-2.020.0437
INTER_Mobil17INTER_Mobil160.006170.216-1.410.1590.006250.251-1.550.122
SIGMA_STAR_Envir01B_Envir02_F1-7.79e-06-0.0057925.80-9.73e-05-0.10428.30
SIGMA_STAR_Envir01B_Envir03_F11.47e-050.01028.076.66e-160.0001590.1639.680
SIGMA_STAR_Envir01B_Mobil11_F13.48e-060.0025810.200.0001570.16511.70
SIGMA_STAR_Envir01B_Mobil14_F11.47e-050.017.478.26e-140.0002150.2249.330
SIGMA_STAR_Envir01B_Mobil16_F16.28e-060.0046610.500.000110.11111.50
SIGMA_STAR_Envir01B_Mobil17_F1-1.75e-06-0.001312.105.07e-050.052413.30
SIGMA_STAR_Envir01INTER_Envir02-2.02e-05-0.00571-4.477.77e-06-0.00028-0.113-4.881.08e-06
SIGMA_STAR_Envir01INTER_Envir033.81e-050.01-18.300.0004620.181-21.20
SIGMA_STAR_Envir01INTER_Mobil119.04e-060.00254-22.800.0004430.182-26.10
SIGMA_STAR_Envir01INTER_Mobil143.81e-050.00988-19.900.000640.252-23.80
SIGMA_STAR_Envir01INTER_Mobil161.63e-050.00459-20.800.0003580.14-22.60
SIGMA_STAR_Envir01INTER_Mobil17-4.45e-06-0.00125-19.100.0001880.0741-20.70
SIGMA_STAR_Envir02B_Envir02_F11.17e-050.0097124.300.0001250.14528.10
SIGMA_STAR_Envir02B_Envir03_F1-1.54e-06-0.00126.312.79e-102.52e-060.002817.254.02e-13
SIGMA_STAR_Envir02B_Mobil11_F16.32e-060.005248.3401.22e-050.01399.210
SIGMA_STAR_Envir02B_Mobil14_F1-3.47e-06-0.002655.739.89e-091.38e-050.01556.781.24e-11
SIGMA_STAR_Envir02B_Mobil16_F1-1.06e-06-0.000888.670-5.24e-05-0.05739.080
SIGMA_STAR_Envir02B_Mobil17_F15.92e-060.0049410.404.56e-050.05111.30
SIGMA_STAR_Envir02INTER_Envir023.02e-050.00954-5.241.58e-070.0002450.107-5.835.52e-09
SIGMA_STAR_Envir02INTER_Envir03-4e-06-0.00118-1907.25e-060.00307-21.70
SIGMA_STAR_Envir02INTER_Mobil111.63e-050.00515-23.604.94e-050.0219-26.60
SIGMA_STAR_Envir02INTER_Mobil14-8.93e-06-0.0026-20.603.6e-050.0153-240
SIGMA_STAR_Envir02INTER_Mobil16-2.67e-06-0.000842-21.60-0.000108-0.0455-230
SIGMA_STAR_Envir02INTER_Mobil171.55e-050.00489-19.900.0001370.0583-21.50
SIGMA_STAR_Envir02SIGMA_STAR_Envir01-2.62e-07-0.000664-4.555.31e-063.23e-050.134-6.273.71e-10
SIGMA_STAR_Envir03B_Envir02_F14.17e-060.0035923.50-4.96e-06-0.0055326.10
SIGMA_STAR_Envir03B_Envir03_F1-2.1e-05-0.01685.592.29e-08-0.000195-0.2096.129.64e-10
SIGMA_STAR_Envir03B_Mobil11_F1-4.66e-06-0.0047.583.33e-14-4.65e-05-0.05098.222.22e-16
SIGMA_STAR_Envir03B_Mobil14_F1-1.42e-06-0.001125.044.54e-07-2.81e-06-0.003045.913.48e-09
SIGMA_STAR_Envir03B_Mobil16_F11.14e-060.0009767.942e-153.89e-050.04098.460
SIGMA_STAR_Envir03B_Mobil17_F17.41e-060.006399.6301.74e-050.018710.40
SIGMA_STAR_Envir03INTER_Envir021.08e-050.00353-5.543.02e-08-1.29e-05-0.00541-6.091.1e-09
SIGMA_STAR_Envir03INTER_Envir03-5.42e-05-0.0165-19.20-0.000449-0.183-21.60
SIGMA_STAR_Envir03INTER_Mobil11-1.21e-05-0.00394-23.90-0.00011-0.0468-26.70
SIGMA_STAR_Envir03INTER_Mobil14-3.92e-06-0.00118-20.806.92e-060.00283-24.30
SIGMA_STAR_Envir03INTER_Mobil162.97e-060.000967-21.900.0001050.0428-23.50
SIGMA_STAR_Envir03INTER_Mobil171.93e-050.00627-20.205.76e-050.0236-21.80
SIGMA_STAR_Envir03SIGMA_STAR_Envir01-1.12e-06-0.00294-6.431.24e-105.04e-050.201-8.940
SIGMA_STAR_Envir03SIGMA_STAR_Envir029.71e-080.000285-1.940.05212.87e-050.124-2.510.0119
SIGMA_STAR_Mobil11B_Envir02_F1-8.98e-06-0.0077223.70-2.02e-05-0.021526.20
SIGMA_STAR_Mobil11B_Envir03_F13.41e-070.0002735.86.59e-092.02e-050.02076.653e-11
SIGMA_STAR_Mobil11B_Mobil11_F1-7.26e-06-0.006227.787.33e-15-9.35e-05-0.09748.310
SIGMA_STAR_Mobil11B_Mobil14_F14.48e-060.003535.241.63e-07-1.57e-05-0.01626.081.17e-09
SIGMA_STAR_Mobil11B_Mobil16_F13.83e-060.003288.144.44e-16-1.19e-05-0.01198.540
SIGMA_STAR_Mobil11B_Mobil17_F1-3.46e-06-0.002989.80-6.59e-05-0.067510.30
SIGMA_STAR_Mobil11INTER_Envir02-2.32e-05-0.00757-5.454.91e-08-4e-05-0.016-62.02e-09
SIGMA_STAR_Mobil11INTER_Envir039.06e-070.000276-19.206.62e-050.0256-220
SIGMA_STAR_Mobil11INTER_Mobil11-1.88e-05-0.00611-23.80-0.000421-0.171-26.20
SIGMA_STAR_Mobil11INTER_Mobil141.15e-050.00343-20.80-2.42e-05-0.00942-24.20
SIGMA_STAR_Mobil11INTER_Mobil169.85e-060.00321-21.90-5.52e-05-0.0214-23.30
SIGMA_STAR_Mobil11INTER_Mobil17-9.1e-06-0.00296-20.10-0.000181-0.0705-21.50
SIGMA_STAR_Mobil11SIGMA_STAR_Envir013.05e-070.000799-5.962.54e-093.99e-050.152-7.834.88e-15
SIGMA_STAR_Mobil11SIGMA_STAR_Envir02-8.49e-07-0.00249-1.420.1543.35e-060.0137-1.70.0899
SIGMA_STAR_Mobil11SIGMA_STAR_Envir031.18e-070.0003570.5230.6011.98e-050.07820.6220.534
SIGMA_STAR_Mobil14B_Envir02_F16.15e-060.0053723.303.56e-050.043826.30
SIGMA_STAR_Mobil14B_Envir03_F1-8.27e-07-0.0006745.358.72e-08-2.36e-05-0.02796.119.9e-10
SIGMA_STAR_Mobil14B_Mobil11_F18.96e-070.000787.322.46e-13-1.39e-05-0.01678.038.88e-16
SIGMA_STAR_Mobil14B_Mobil14_F1-1.86e-05-0.01494.771.81e-06-0.000177-0.2115.397.03e-08
SIGMA_STAR_Mobil14B_Mobil16_F13.2e-070.0002787.661.84e-14-3.29e-05-0.03818.066.66e-16
SIGMA_STAR_Mobil14B_Mobil17_F11.15e-060.0019.340-2.06e-05-0.0244100
SIGMA_STAR_Mobil14INTER_Envir021.6e-050.00532-5.651.58e-080.0001110.0515-6.254.01e-10
SIGMA_STAR_Mobil14INTER_Envir03-2.37e-06-0.000733-19.40-8.18e-05-0.0367-22.10
SIGMA_STAR_Mobil14INTER_Mobil112.15e-060.000711-240-2.86e-05-0.0134-26.90
SIGMA_STAR_Mobil14INTER_Mobil14-4.81e-05-0.0147-20.90-0.000445-0.201-240
SIGMA_STAR_Mobil14INTER_Mobil166.91e-070.000228-220-9.01e-05-0.0404-23.50
SIGMA_STAR_Mobil14INTER_Mobil172.76e-060.000914-20.30-3.73e-05-0.0168-21.80
SIGMA_STAR_Mobil14SIGMA_STAR_Envir01-1.02e-06-0.00271-7.158.41e-131.28e-050.0562-9.50
SIGMA_STAR_Mobil14SIGMA_STAR_Envir023.47e-070.00104-2.680.007332.37e-050.113-3.590.000328
SIGMA_STAR_Mobil14SIGMA_STAR_Envir03-4.39e-07-0.00135-0.7360.4621e-050.0459-0.9170.359
SIGMA_STAR_Mobil14SIGMA_STAR_Mobil11-4.98e-07-0.00153-1.260.2072.92e-050.127-1.60.11
SIGMA_STAR_Mobil16B_Envir02_F14.45e-070.00037923.905.89e-050.067527.10
SIGMA_STAR_Mobil16B_Envir03_F13.08e-060.002445.992.15e-091.07e-050.01186.886.14e-12
SIGMA_STAR_Mobil16B_Mobil11_F12.76e-060.002347.991.33e-15-2.68e-05-0.03028.720
SIGMA_STAR_Mobil16B_Mobil14_F12.44e-060.00195.416.16e-086.37e-060.007076.371.95e-10
SIGMA_STAR_Mobil16B_Mobil16_F1-1.03e-05-0.008748.310-0.00016-0.1738.480
SIGMA_STAR_Mobil16B_Mobil17_F1-1e-06-0.000855100-3.48e-05-0.038410.70
SIGMA_STAR_Mobil16INTER_Envir021.1e-060.000357-5.387.42e-080.0001620.0701-5.972.42e-09
SIGMA_STAR_Mobil16INTER_Envir038.03e-060.00242-19.102.08e-050.0087-21.80
SIGMA_STAR_Mobil16INTER_Mobil117.29e-060.00235-23.80-5.15e-05-0.0226-26.60
SIGMA_STAR_Mobil16INTER_Mobil146.53e-060.00194-20.702.72e-050.0115-24.20
SIGMA_STAR_Mobil16INTER_Mobil16-2.65e-05-0.00856-21.70-0.000505-0.211-22.80
SIGMA_STAR_Mobil16INTER_Mobil17-2.5e-06-0.000806-200-8.46e-05-0.0356-21.50
SIGMA_STAR_Mobil16SIGMA_STAR_Envir01-7.66e-08-0.000199-5.464.82e-083.05e-050.125-7.361.83e-13
SIGMA_STAR_Mobil16SIGMA_STAR_Envir024.11e-080.00012-0.9170.3594.46e-050.198-1.260.206
SIGMA_STAR_Mobil16SIGMA_STAR_Envir03-4.99e-07-0.00151.030.3031.62e-050.06891.270.203
SIGMA_STAR_Mobil16SIGMA_STAR_Mobil11-3.38e-07-0.001010.5110.614.04e-050.1640.6490.516
SIGMA_STAR_Mobil16SIGMA_STAR_Mobil14-3.76e-07-0.001141.770.07674.25e-050.22.460.014
SIGMA_STAR_Mobil17B_Envir02_F1-7.11e-06-0.0057123.90-9.42e-06-0.010526.80
SIGMA_STAR_Mobil17B_Envir03_F18.14e-060.00616.157.78e-10-2.43e-05-0.02617.012.35e-12
SIGMA_STAR_Mobil17B_Mobil11_F1-1.15e-06-0.0009218.144.44e-16-4.53e-05-0.04978.870
SIGMA_STAR_Mobil17B_Mobil14_F14.34e-060.003195.572.5e-08-2.25e-05-0.02446.527.16e-11
SIGMA_STAR_Mobil17B_Mobil16_F18.13e-070.0006518.4801.27e-050.01349.040
SIGMA_STAR_Mobil17B_Mobil17_F1-9.56e-06-0.0076910.10-0.000102-0.1110.70
SIGMA_STAR_Mobil17INTER_Envir02-1.85e-05-0.00563-5.31.18e-07-1.41e-05-0.00596-5.845.33e-09
SIGMA_STAR_Mobil17INTER_Envir032.11e-050.006-190-5.56e-05-0.0227-21.70
SIGMA_STAR_Mobil17INTER_Mobil11-2.95e-06-0.000896-23.70-0.000123-0.0525-26.40
SIGMA_STAR_Mobil17INTER_Mobil141.14e-050.0032-20.60-6.58e-05-0.027-240
SIGMA_STAR_Mobil17INTER_Mobil162.07e-060.000631-21.701.37e-050.0056-23.20
SIGMA_STAR_Mobil17INTER_Mobil17-2.49e-05-0.00756-19.90-0.000367-0.151-21.20
SIGMA_STAR_Mobil17SIGMA_STAR_Envir015.56e-070.00136-4.871.12e-062.37e-050.0951-6.555.7e-11
SIGMA_STAR_Mobil17SIGMA_STAR_Envir02-5.65e-07-0.00155-0.410.6811.99e-050.0861-0.540.589
SIGMA_STAR_Mobil17SIGMA_STAR_Envir03-8.85e-07-0.002511.490.1371.87e-050.07781.880.0599
SIGMA_STAR_Mobil17SIGMA_STAR_Mobil113.57e-070.001010.9820.3265.78e-050.2291.320.185
SIGMA_STAR_Mobil17SIGMA_STAR_Mobil14-3.49e-07-0.0012.210.02734.69e-050.2163.150.00164
SIGMA_STAR_Mobil17SIGMA_STAR_Mobil169.04e-080.0002530.4840.6285.59e-050.2390.6870.492
beta_ScaledIncome_10_moreB_Envir02_F10.0002180.1399.1703.84e-050.01858.870
beta_ScaledIncome_10_moreB_Envir03_F1-0.00041-0.245-7.263.88e-13-0.000592-0.274-7.283.37e-13
beta_ScaledIncome_10_moreB_Mobil11_F1-0.000217-0.138-6.41.56e-10-6.3e-05-0.0297-6.574.88e-11
beta_ScaledIncome_10_moreB_Mobil14_F1-0.000252-0.148-7.796.66e-15-5.44e-05-0.0254-8.550
beta_ScaledIncome_10_moreB_Mobil16_F1-0.000133-0.0848-6.195.95e-100.0001480.0671-6.342.24e-10
beta_ScaledIncome_10_moreB_Mobil17_F1-0.000156-0.1-4.653.32e-06-2.03e-05-0.00941-4.682.89e-06
beta_ScaledIncome_10_moreINTER_Envir020.0005620.137-11.406.56e-050.0119-12.10
beta_ScaledIncome_10_moreINTER_Envir03-0.00106-0.241-23.70-0.00154-0.271-260
beta_ScaledIncome_10_moreINTER_Mobil11-0.000563-0.136-28.90-0.000186-0.0342-32.20
beta_ScaledIncome_10_moreINTER_Mobil14-0.000656-0.146-25.50-0.000142-0.025-29.60
beta_ScaledIncome_10_moreINTER_Mobil16-0.000346-0.0837-27.200.0003860.0677-29.30
beta_ScaledIncome_10_moreINTER_Mobil17-0.000404-0.0977-25.40-5.74e-05-0.0101-27.20
beta_ScaledIncome_10_moreSIGMA_STAR_Envir01-3.19e-06-0.00622-35.40-4.76e-05-0.082-28.20
beta_ScaledIncome_10_moreSIGMA_STAR_Envir021.29e-060.00281-33.10-1.2e-06-0.00224-26.10
beta_ScaledIncome_10_moreSIGMA_STAR_Envir031.98e-050.0448-32.505.92e-050.106-25.70
beta_ScaledIncome_10_moreSIGMA_STAR_Mobil11-1.76e-06-0.00396-32.102.09e-050.0356-25.10
beta_ScaledIncome_10_moreSIGMA_STAR_Mobil14-5.59e-06-0.0128-31.10-5.75e-06-0.0113-24.40
beta_ScaledIncome_10_moreSIGMA_STAR_Mobil16-1e-05-0.0223-32.20-2.47e-05-0.0454-250
beta_ScaledIncome_10_moreSIGMA_STAR_Mobil17-1.13e-06-0.00239-32.20-1.58e-05-0.0284-25.40
beta_ScaledIncome_4_6B_Envir02_F1-0.000602-0.1252.340.0194-0.000443-0.07081.940.0521
beta_ScaledIncome_4_6B_Envir03_F10.00110.212-10.200.001640.252-8.410
beta_ScaledIncome_4_6B_Mobil11_F10.0006060.125-8.7700.0005870.0922-6.885.99e-12
beta_ScaledIncome_4_6B_Mobil14_F10.0004030.0766-9.680-0.000367-0.0569-7.573.89e-14
beta_ScaledIncome_4_6B_Mobil16_F10.0005210.108-8.4500.0002170.0327-6.461.06e-10
beta_ScaledIncome_4_6B_Mobil17_F10.0004630.0962-7.263.88e-130.0002250.0347-5.62.11e-08
beta_ScaledIncome_4_6INTER_Envir02-0.00155-0.122-11.70-0.00107-0.0643-11.70
beta_ScaledIncome_4_6INTER_Envir030.002830.208-26.700.004180.244-28.60
beta_ScaledIncome_4_6INTER_Mobil110.001570.123-30.500.001490.0913-30.40
beta_ScaledIncome_4_6INTER_Mobil140.001040.0755-26.80-0.00103-0.0604-26.30
beta_ScaledIncome_4_6INTER_Mobil160.001350.106-28.400.000480.028-26.70
beta_ScaledIncome_4_6INTER_Mobil170.001190.0935-26.600.0005550.0327-25.30
beta_ScaledIncome_4_6SIGMA_STAR_Envir011.68e-050.0106-19.206.18e-050.0354-13.80
beta_ScaledIncome_4_6SIGMA_STAR_Envir02-8.7e-06-0.00615-17.60-2.92e-05-0.0181-12.50
beta_ScaledIncome_4_6SIGMA_STAR_Envir03-5.89e-05-0.0431-16.90-0.000182-0.109-11.90
beta_ScaledIncome_4_6SIGMA_STAR_Mobil11-2.44e-06-0.00178-17.20-0.000122-0.0693-12.10
beta_ScaledIncome_4_6SIGMA_STAR_Mobil145.35e-050.0397-1707.18e-050.0472-120
beta_ScaledIncome_4_6SIGMA_STAR_Mobil164.64e-060.00336-17.403.53e-050.0216-12.40
beta_ScaledIncome_4_6SIGMA_STAR_Mobil17-3.23e-06-0.00221-17.501.14e-060.000681-12.50
beta_ScaledIncome_4_6beta_ScaledIncome_10_more-0.00109-0.593-3.850.000119-0.00235-0.603-2.660.00778
beta_ScaledIncome_6_8B_Envir02_F10.0007220.1287.796.88e-150.0004460.05955.721.04e-08
beta_ScaledIncome_6_8B_Envir03_F1-0.00117-0.194-3.060.00225-0.00159-0.204-2.420.0156
beta_ScaledIncome_6_8B_Mobil11_F1-0.000688-0.122-2.290.0222-0.000658-0.0861-1.790.0733
beta_ScaledIncome_6_8B_Mobil14_F1-0.000665-0.108-3.440.0005924.43e-050.00573-2.850.00438
beta_ScaledIncome_6_8B_Mobil16_F1-0.000294-0.052-2.160.0310.0008870.112-1.760.0791
beta_ScaledIncome_6_8B_Mobil17_F1-0.000529-0.0939-1.160.244-0.00024-0.0308-0.9140.361
beta_ScaledIncome_6_8INTER_Envir020.001860.125-9.4900.001060.0531-8.740
beta_ScaledIncome_6_8INTER_Envir03-0.00303-0.191-19.80-0.00413-0.201-19.10
beta_ScaledIncome_6_8INTER_Mobil11-0.00179-0.12-24.20-0.00172-0.0877-23.30
beta_ScaledIncome_6_8INTER_Mobil14-0.00173-0.107-21.800.0002320.0113-22.70
beta_ScaledIncome_6_8INTER_Mobil16-0.000766-0.0514-23.100.00230.112-23.30
beta_ScaledIncome_6_8INTER_Mobil17-0.00137-0.0916-21.20-0.000662-0.0325-20.30
beta_ScaledIncome_6_8SIGMA_STAR_Envir01-8.76e-06-0.00473-10.50-0.000121-0.0579-7.215.76e-13
beta_ScaledIncome_6_8SIGMA_STAR_Envir021.35e-050.00816-9.130-1.55e-05-0.00798-6.283.43e-10
beta_ScaledIncome_6_8SIGMA_STAR_Envir035.65e-050.0353-8.6200.0002160.107-5.972.39e-09
beta_ScaledIncome_6_8SIGMA_STAR_Mobil112.35e-060.00147-8.7100.0001520.0717-6.041.49e-09
beta_ScaledIncome_6_8SIGMA_STAR_Mobil14-2.88e-05-0.0183-8.330-3.46e-05-0.0189-5.749.2e-09
beta_ScaledIncome_6_8SIGMA_STAR_Mobil16-3.89e-05-0.0241-8.810-9.4e-05-0.0479-6.071.32e-09
beta_ScaledIncome_6_8SIGMA_STAR_Mobil173.49e-060.00203-8.9803.98e-050.0198-6.215.29e-10
beta_ScaledIncome_6_8beta_ScaledIncome_10_more0.001580.7322.720.006560.003480.7441.850.0636
beta_ScaledIncome_6_8beta_ScaledIncome_4_6-0.00585-0.883.470.00052-0.0123-0.8762.390.017
beta_ScaledIncome_8_10B_Envir02_F1-0.00128-0.193-0.940.347-0.000357-0.0412-0.760.447
beta_ScaledIncome_8_10B_Envir03_F10.002120.297-12.200.002420.268-8.830
beta_ScaledIncome_8_10B_Mobil11_F10.001370.205-10.700.0008550.0965-7.583.53e-14
beta_ScaledIncome_8_10B_Mobil14_F10.001570.217-11.900.0004060.0452-8.320
beta_ScaledIncome_8_10B_Mobil16_F10.0008580.129-10.10-0.000886-0.0963-6.924.58e-12
beta_ScaledIncome_8_10B_Mobil17_F10.001020.154-9.2900.0001870.0207-6.546.02e-11
beta_ScaledIncome_8_10INTER_Envir02-0.00332-0.19-12.30-0.000748-0.0325-12.10
beta_ScaledIncome_8_10INTER_Envir030.005480.293-28.800.00630.265-27.70
beta_ScaledIncome_8_10INTER_Mobil110.003550.202-32.100.002220.0979-28.50
beta_ScaledIncome_8_10INTER_Mobil140.004080.214-29.100.0009880.0417-260
beta_ScaledIncome_8_10INTER_Mobil160.002230.127-290-0.00235-0.0986-23.70
beta_ScaledIncome_8_10INTER_Mobil170.002630.15-27.700.000540.0229-23.80
beta_ScaledIncome_8_10SIGMA_STAR_Envir011e-050.00459-17.700.0002640.109-12.50
beta_ScaledIncome_8_10SIGMA_STAR_Envir02-7.89e-06-0.00406-16.502.5e-050.0111-11.50
beta_ScaledIncome_8_10SIGMA_STAR_Envir03-7.3e-05-0.0388-15.90-0.000229-0.0981-11.10
beta_ScaledIncome_8_10SIGMA_STAR_Mobil11-4.1e-07-0.000218-16.20-0.000123-0.0501-11.20
beta_ScaledIncome_8_10SIGMA_STAR_Mobil142.23e-050.012-15.903.5e-050.0166-11.10
beta_ScaledIncome_8_10SIGMA_STAR_Mobil165.07e-050.0266-16.400.0001650.0726-11.40
beta_ScaledIncome_8_10SIGMA_STAR_Mobil17-4.02e-07-0.000199-16.402.51e-050.0108-11.50
beta_ScaledIncome_8_10beta_ScaledIncome_10_more-0.00231-0.912-5.721.06e-08-0.00495-0.915-3.938.41e-05
beta_ScaledIncome_8_10beta_ScaledIncome_4_60.005660.724-5.162.45e-070.01180.727-3.570.000353
beta_ScaledIncome_8_10beta_ScaledIncome_6_8-0.00813-0.89-4.938.28e-07-0.0175-0.899-3.370.00076
beta_ScaledIncome_lessthan_4B_Envir02_F10.0002190.07747.991.33e-150.0001230.03377.111.2e-12
beta_ScaledIncome_lessthan_4B_Envir03_F1-0.000514-0.169-6.489.18e-11-0.000799-0.21-5.923.21e-09
beta_ScaledIncome_lessthan_4B_Mobil11_F1-0.000275-0.0968-5.641.66e-08-0.000166-0.0445-5.211.94e-07
beta_ScaledIncome_lessthan_4B_Mobil14_F1-0.000224-0.0724-7.061.66e-12-2.43e-05-0.00645-6.914.95e-12
beta_ScaledIncome_lessthan_4B_Mobil16_F1-0.000309-0.109-5.349.07e-08-0.000347-0.0896-4.761.96e-06
beta_ScaledIncome_lessthan_4B_Mobil17_F1-0.000183-0.0647-4.114.01e-05-4.06e-05-0.0107-3.750.000177
beta_ScaledIncome_lessthan_4INTER_Envir020.0005620.0754-11.100.0002940.0303-11.60
beta_ScaledIncome_lessthan_4INTER_Envir03-0.00132-0.165-23.10-0.00198-0.197-24.60
beta_ScaledIncome_lessthan_4INTER_Mobil11-0.000709-0.0946-28.20-0.000383-0.04-30.30
beta_ScaledIncome_lessthan_4INTER_Mobil14-0.00058-0.0715-25.101.03e-050.00104-28.40
beta_ScaledIncome_lessthan_4INTER_Mobil16-0.000796-0.106-26.20-0.000814-0.0811-26.80
beta_ScaledIncome_lessthan_4INTER_Mobil17-0.000471-0.0629-24.80-1.95e-05-0.00196-25.90
beta_ScaledIncome_lessthan_4SIGMA_STAR_Envir01-1.55e-05-0.0167-23.202.49e-060.00244-17.50
beta_ScaledIncome_lessthan_4SIGMA_STAR_Envir02-1.61e-06-0.00194-21.201.32e-050.014-15.70
beta_ScaledIncome_lessthan_4SIGMA_STAR_Envir032.89e-050.036-20.508.17e-050.0832-15.10
beta_ScaledIncome_lessthan_4SIGMA_STAR_Mobil118.94e-070.00111-20.504.21e-050.0408-15.10
beta_ScaledIncome_lessthan_4SIGMA_STAR_Mobil14-1.92e-05-0.0242-19.70-3.27e-05-0.0366-14.50
beta_ScaledIncome_lessthan_4SIGMA_STAR_Mobil165.9e-060.00727-20.80-3.81e-05-0.0398-15.10
beta_ScaledIncome_lessthan_4SIGMA_STAR_Mobil17-1.72e-06-0.00199-20.80-2.39e-05-0.0244-15.40
beta_ScaledIncome_lessthan_4beta_ScaledIncome_10_more0.0003740.346-0.005270.9960.0007690.337-0.003650.997
beta_ScaledIncome_lessthan_4beta_ScaledIncome_4_6-0.00233-0.6973.190.00142-0.00464-0.6772.240.0252
beta_ScaledIncome_lessthan_4beta_ScaledIncome_6_80.001960.503-2.580.009910.003970.483-1.730.0838
beta_ScaledIncome_lessthan_4beta_ScaledIncome_8_10-0.00192-0.4185.621.93e-08-0.00379-0.3983.919.27e-05
coef_age_65_moreB_Envir02_F10.0001970.06367.71.31e-140.000480.1136.829.3e-12
coef_age_65_moreB_Envir03_F10.0002150.0646-6.973.07e-120.00110.25-6.95.14e-12
coef_age_65_moreB_Mobil11_F13.35e-050.0108-5.749.68e-090.0004040.0938-5.132.89e-07
coef_age_65_moreB_Mobil14_F1-0.000211-0.0625-6.885.87e-12-0.000222-0.0509-6.224.83e-10
coef_age_65_moreB_Mobil16_F1-0.000313-0.1-5.192.16e-07-0.000694-0.155-4.262.01e-05
coef_age_65_moreB_Mobil17_F1-0.000269-0.0871-3.938.49e-05-0.000565-0.129-3.270.00108
coef_age_65_moreINTER_Envir020.0005070.0621-1100.001220.109-11.70
coef_age_65_moreINTER_Envir030.0005540.0633-24.300.002870.248-28.40
coef_age_65_moreINTER_Mobil118.87e-050.0108-28.700.001010.0916-31.20
coef_age_65_moreINTER_Mobil14-0.000542-0.061-250-0.000581-0.0504-27.20
coef_age_65_moreINTER_Mobil16-0.00081-0.0989-260-0.00185-0.159-25.40
coef_age_65_moreINTER_Mobil17-0.000695-0.0849-24.40-0.00148-0.129-24.20
coef_age_65_moreSIGMA_STAR_Envir012.87e-050.0282-21.907.96e-050.0674-15.50
coef_age_65_moreSIGMA_STAR_Envir028.72e-060.00961-19.603.45e-050.0316-13.70
coef_age_65_moreSIGMA_STAR_Envir03-5.58e-05-0.0634-18.30-9.21e-05-0.0811-12.70
coef_age_65_moreSIGMA_STAR_Mobil11-1.9e-05-0.0216-18.801.99e-050.0167-13.10
coef_age_65_moreSIGMA_STAR_Mobil146.97e-060.00805-18.40-3.96e-06-0.00385-12.70
coef_age_65_moreSIGMA_STAR_Mobil162.08e-050.0234-19.300.0001590.144-13.70
coef_age_65_moreSIGMA_STAR_Mobil171.53e-050.0162-19.406.04e-050.0534-13.60
coef_age_65_morebeta_ScaledIncome_10_more-0.000104-0.0880.008330.993-0.000444-0.1680.005390.996
coef_age_65_morebeta_ScaledIncome_4_60.0003990.1094.173.07e-050.001360.1722.960.00307
coef_age_65_morebeta_ScaledIncome_6_8-0.00027-0.0633-1.90.0578-0.00147-0.155-1.230.217
coef_age_65_morebeta_ScaledIncome_8_100.0004570.09096.555.63e-110.002340.2134.742.11e-06
coef_age_65_morebeta_ScaledIncome_lessthan_4-0.000207-0.09660.01010.992-0.000611-0.1320.006730.995
coef_haveChildrenB_Envir02_F1-1.06e-05-0.004646.138.64e-100.0003480.1116.031.61e-09
coef_haveChildrenB_Envir03_F18.71e-050.0356-9.406.26e-060.00192-8.870
coef_haveChildrenB_Mobil11_F10.000160.0699-8.5300.000350.11-8.068.88e-16
coef_haveChildrenB_Mobil14_F18.35e-050.0335-9.710-9.71e-05-0.0301-9.190
coef_haveChildrenB_Mobil16_F1-0.000106-0.0464-7.825.33e-15-0.000558-0.168-6.633.31e-11
coef_haveChildrenB_Mobil17_F10.0001390.0611-6.72.16e-110.0002140.0658-6.111.01e-09
coef_haveChildrenINTER_Envir02-2.65e-05-0.0044-11.900.0008860.107-13.10
coef_haveChildrenINTER_Envir030.0002270.0352-25.20-7.14e-06-0.000833-27.60
coef_haveChildrenINTER_Mobil110.0004140.0686-30.400.0008960.109-33.50
coef_haveChildrenINTER_Mobil140.0002120.0324-26.70-0.000221-0.026-29.60
coef_haveChildrenINTER_Mobil16-0.000276-0.0457-27.80-0.00142-0.166-27.60
coef_haveChildrenINTER_Mobil170.0003590.0594-26.600.0004920.0578-27.90
coef_haveChildrenSIGMA_STAR_Envir01-1.09e-05-0.0146-31.103.09e-050.0354-23.10
coef_haveChildrenSIGMA_STAR_Envir025.1e-060.00762-2906.38e-050.0789-21.20
coef_haveChildrenSIGMA_STAR_Envir03-1.32e-06-0.00204-27.80-1.79e-05-0.0213-19.70
coef_haveChildrenSIGMA_STAR_Mobil11-1.1e-05-0.0169-280-1.96e-05-0.0222-19.80
coef_haveChildrenSIGMA_STAR_Mobil143.18e-060.00499-27.50-9.52e-06-0.0125-19.50
coef_haveChildrenSIGMA_STAR_Mobil161.99e-050.0304-28.804.58e-050.056-20.60
coef_haveChildrenSIGMA_STAR_Mobil17-7.15e-06-0.0103-28.302.29e-050.0274-20.70
coef_haveChildrenbeta_ScaledIncome_10_more-5.74e-05-0.0658-3.330.00086-8.08e-05-0.0415-2.240.0251
coef_haveChildrenbeta_ScaledIncome_4_69.21e-050.03422.50.01253.39e-050.005781.70.0886
coef_haveChildrenbeta_ScaledIncome_6_8-0.000263-0.0835-3.520.000424-0.000711-0.101-2.370.0179
coef_haveChildrenbeta_ScaledIncome_8_100.000330.08915.397.11e-080.0007490.0923.710.000211
coef_haveChildrenbeta_ScaledIncome_lessthan_4-5.3e-05-0.0336-2.570.0103-1.58e-05-0.0046-1.780.0759
coef_haveChildrencoef_age_65_more0.0003130.181-2.720.006480.0008890.224-1.850.0649
coef_haveGAB_Envir02_F1-0.000988-0.24-1.910.056-0.000168-0.0338-1.830.0666
coef_haveGAB_Envir03_F10.001770.402-18.700.0009940.192-14.30
coef_haveGAB_Mobil11_F10.001550.374-17.400.0009330.184-13.20
coef_haveGAB_Mobil14_F10.001510.336-1800.0001370.0267-13.50
coef_haveGAB_Mobil16_F10.001310.316-16.400.0008440.16-12.60
coef_haveGAB_Mobil17_F10.001040.254-14.300.00030.0582-110
coef_haveGAINTER_Envir02-0.00256-0.236-13.90-0.00027-0.0205-15.20
coef_haveGAINTER_Envir030.004590.395-31.600.002550.187-31.80
coef_haveGAINTER_Mobil110.004010.368-3700.002410.185-36.60
coef_haveGAINTER_Mobil140.003920.332-32.400.0003420.0252-31.60
coef_haveGAINTER_Mobil160.003380.311-34.100.002010.147-32.50
coef_haveGAINTER_Mobil170.00270.248-31.400.000740.0547-29.70
coef_haveGASIGMA_STAR_Envir01-2.93e-05-0.0216-28.400.0001860.134-22.70
coef_haveGASIGMA_STAR_Envir022.46e-050.0204-27.105.71e-050.0445-20.90
coef_haveGASIGMA_STAR_Envir03-1.64e-05-0.014-26.20-6.79e-07-0.000508-20.10
coef_haveGASIGMA_STAR_Mobil11-1.84e-05-0.0158-26.40-3.29e-05-0.0235-20.10
coef_haveGASIGMA_STAR_Mobil142.98e-050.0259-26.207.16e-050.059-20.10
coef_haveGASIGMA_STAR_Mobil163.24e-060.00275-26.704.61e-050.0354-20.50
coef_haveGASIGMA_STAR_Mobil173.01e-060.0024-26.805.08e-050.0381-20.70
coef_haveGAbeta_ScaledIncome_10_more-0.000253-0.161-10.90-0.000297-0.0957-8.212.22e-16
coef_haveGAbeta_ScaledIncome_4_60.0004930.102-4.663.14e-060.0002320.0249-3.210.00133
coef_haveGAbeta_ScaledIncome_6_8-0.000503-0.0886-8.70-0.000357-0.0319-6.254.01e-10
coef_haveGAbeta_ScaledIncome_8_100.001130.17-0.6150.5390.000980.0757-0.4120.68
coef_haveGAbeta_ScaledIncome_lessthan_4-0.000261-0.0917-9.730-0.000223-0.0409-7.273.65e-13
coef_haveGAcoef_age_65_more1.67e-050.00536-9.8700.0009410.149-7.63.06e-14
coef_haveGAcoef_haveChildren0.0001780.0775-9.0500.0003550.0761-6.565.55e-11
coef_highEducationB_Envir02_F1-0.000492-0.1862.40.01621.42e-060.0004022.360.0185
coef_highEducationB_Envir03_F10.0008140.287-1400.0005530.15-12.30
coef_highEducationB_Mobil11_F10.0007560.285-13.100.0008830.245-11.70
coef_highEducationB_Mobil14_F10.001070.371-1500.001320.363-14.70
coef_highEducationB_Mobil16_F10.0007460.281-12.700.0008280.221-110
coef_highEducationB_Mobil17_F10.0006770.257-1100.0009160.25-9.830
coef_highEducationINTER_Envir02-0.00128-0.183-12.80-4.06e-05-0.00433-140
coef_highEducationINTER_Envir030.002110.283-2800.001440.148-30.20
coef_highEducationINTER_Mobil110.001960.28-33.400.002270.246-36.70
coef_highEducationINTER_Mobil140.002760.365-30.200.003380.351-35.30
coef_highEducationINTER_Mobil160.001930.277-31.300.002170.224-32.50
coef_highEducationINTER_Mobil170.001760.252-29.300.002410.251-31.20
coef_highEducationSIGMA_STAR_Envir012.7e-050.0311-33.800.000180.182-25.60
coef_highEducationSIGMA_STAR_Envir021.45e-050.0187-31.505.27e-050.0577-22.80
coef_highEducationSIGMA_STAR_Envir036.72e-060.00896-30.404.65e-050.0489-21.90
coef_highEducationSIGMA_STAR_Mobil11-4.14e-06-0.00551-30.501.11e-050.0111-21.90
coef_highEducationSIGMA_STAR_Mobil14-2.38e-05-0.0323-29.60-3.89e-05-0.0451-21.30
coef_highEducationSIGMA_STAR_Mobil16-6.21e-06-0.0082-30.80-6.59e-05-0.0713-21.80
coef_highEducationSIGMA_STAR_Mobil17-1.09e-05-0.0135-30.70-3.86e-05-0.0408-22.10
coef_highEducationbeta_ScaledIncome_10_more-4.69e-05-0.0464-8.192.22e-169.72e-050.0441-5.768.55e-09
coef_highEducationbeta_ScaledIncome_4_65.12e-050.0164-0.5490.583-0.000254-0.0384-0.3710.711
coef_highEducationbeta_ScaledIncome_6_8-7.68e-05-0.0211-6.091.16e-090.0002990.0376-4.222.42e-05
coef_highEducationbeta_ScaledIncome_8_100.0001050.02442.910.0036-0.000793-0.08621.930.0539
coef_highEducationbeta_ScaledIncome_lessthan_4-0.000108-0.0593-6.431.28e-10-0.000143-0.037-4.477.92e-06
coef_highEducationcoef_age_65_more-0.000124-0.0622-6.129.46e-10-0.000287-0.0642-4.084.51e-05
coef_highEducationcoef_haveChildren-8.12e-05-0.0551-4.56.74e-06-0.000331-0.1-2.940.00323
coef_highEducationcoef_haveGA0.0005490.2075.681.35e-080.0002210.0423.780.000157
coef_individualHouseB_Envir02_F1-0.000328-0.1394.947.84e-07-0.000511-0.1644.535.93e-06
coef_individualHouseB_Envir03_F10.0004230.167-10.800.0006360.196-10.80
coef_individualHouseB_Mobil11_F10.000210.0885-9.4400.0001070.0337-8.560
coef_individualHouseB_Mobil14_F10.0005070.197-11.300.0007950.247-11.70
coef_individualHouseB_Mobil16_F10.0002110.089-9.1400.0001380.0416-8.134.44e-16
coef_individualHouseB_Mobil17_F10.0001530.0652-7.554.2e-14-1.02e-05-0.00315-6.72.09e-11
coef_individualHouseINTER_Envir02-0.000848-0.136-11.90-0.00137-0.166-12.40
coef_individualHouseINTER_Envir030.001090.164-26.200.001650.193-29.80
coef_individualHouseINTER_Mobil110.0005440.0872-30.900.0002860.035-33.10
coef_individualHouseINTER_Mobil140.001310.194-27.900.0020.235-32.60
coef_individualHouseINTER_Mobil160.0005480.0879-28.900.0004110.048-29.80
coef_individualHouseINTER_Mobil170.0003970.0637-270-2.43e-05-0.00287-27.70
coef_individualHouseSIGMA_STAR_Envir011.83e-050.0236-32.307.83e-050.0899-24.70
coef_individualHouseSIGMA_STAR_Envir02-7.4e-06-0.0107-29.60-1.09e-05-0.0136-21.90
coef_individualHouseSIGMA_STAR_Envir03-1.07e-05-0.016-28.502.57e-050.0306-21.20
coef_individualHouseSIGMA_STAR_Mobil119.55e-060.0143-29.207.96e-060.00905-21.20
coef_individualHouseSIGMA_STAR_Mobil14-2.05e-05-0.0311-280-2.37e-05-0.0312-20.70
coef_individualHouseSIGMA_STAR_Mobil167.7e-060.0114-29.401.22e-050.0149-21.60
coef_individualHouseSIGMA_STAR_Mobil176.14e-060.00856-29.40-1.68e-06-0.00202-21.70
coef_individualHousebeta_ScaledIncome_10_more-9.29e-05-0.103-4.64.29e-06-0.000206-0.106-3.130.00175
coef_individualHousebeta_ScaledIncome_4_60.0002180.07861.740.08220.0006210.1061.220.222
coef_individualHousebeta_ScaledIncome_6_8-0.000325-0.1-4.143.52e-05-0.000775-0.111-2.80.00509
coef_individualHousebeta_ScaledIncome_8_100.0004290.1124.811.51e-060.000810.09983.30.000964
coef_individualHousebeta_ScaledIncome_lessthan_4-0.000137-0.0839-3.550.000391-0.00039-0.114-2.420.0155
coef_individualHousecoef_age_65_more-0.000233-0.13-3.30.000963-0.000766-0.194-2.150.0313
coef_individualHousecoef_haveChildren-8.87e-05-0.0675-1.210.225-0.00035-0.12-0.7940.427
coef_individualHousecoef_haveGA7.75e-050.03277.932.22e-15-0.000208-0.04485.592.28e-08
coef_individualHousecoef_highEducation0.000170.1113.60.0003150.0003810.1152.450.0143
coef_interceptB_Envir02_F10.0003030.0365-14.100.0003370.0319-10.50
coef_interceptB_Envir03_F18.67e-050.00977-21.700.000650.0591-16.80
coef_interceptB_Mobil11_F1-1.57e-05-0.00189-21.200.0001020.00946-160
coef_interceptB_Mobil14_F1-0.000389-0.043-21.40-0.000359-0.0329-16.50
coef_interceptB_Mobil16_F12.03e-050.00244-2100.0004090.0366-15.90
coef_interceptB_Mobil17_F1-0.000162-0.0196-20.10-9.02e-05-0.00823-15.20
coef_interceptINTER_Envir020.001230.0565-21.800.001090.0389-19.30
coef_interceptINTER_Envir03-0.000384-0.0165-31.500.001030.0355-29.70
coef_interceptINTER_Mobil11-0.000548-0.025-35.40-0.000167-0.00603-32.10
coef_interceptINTER_Mobil14-0.00161-0.068-320-0.00142-0.0493-300
coef_interceptINTER_Mobil16-0.000431-0.0197-33.900.0005590.0193-30.40
coef_interceptINTER_Mobil17-0.0008-0.0366-32.30-0.000696-0.0243-28.70
coef_interceptSIGMA_STAR_Envir011.64e-050.00605-28.60-0.000297-0.101-20.20
coef_interceptSIGMA_STAR_Envir021.8e-050.00744-27.70-9.24e-06-0.00339-19.70
coef_interceptSIGMA_STAR_Envir03-3.87e-05-0.0165-27.20-0.000195-0.0689-19.30
coef_interceptSIGMA_STAR_Mobil11-1.59e-05-0.00675-27.40-0.000123-0.0411-19.40
coef_interceptSIGMA_STAR_Mobil143.62e-050.0157-27.202.97e-050.0115-19.40
coef_interceptSIGMA_STAR_Mobil16-1.8e-05-0.00757-27.502.87e-050.0104-19.60
coef_interceptSIGMA_STAR_Mobil175.06e-060.00201-27.604.48e-050.0159-19.70
coef_interceptbeta_ScaledIncome_10_more-0.000535-0.169-19.20-0.00117-0.178-13.50
coef_interceptbeta_ScaledIncome_4_60.003910.401-18.600.00770.39-130
coef_interceptbeta_ScaledIncome_6_8-0.0031-0.272-160-0.00631-0.266-11.10
coef_interceptbeta_ScaledIncome_8_100.002810.209-12.700.005950.217-8.930
coef_interceptbeta_ScaledIncome_lessthan_4-0.00496-0.866-15.40-0.0103-0.886-10.80
coef_interceptcoef_age_65_more-0.000181-0.0289-18.60-0.000214-0.016-13.10
coef_interceptcoef_haveChildren-2.12e-06-0.00046-18.301.6e-050.00162-12.90
coef_interceptcoef_haveGA-8.04e-05-0.00966-12.500.0002610.0166-90
coef_interceptcoef_highEducation-0.000219-0.041-160-5.42e-05-0.00484-11.40
coef_interceptcoef_individualHouse-0.000336-0.0704-17.40-0.000202-0.0205-12.40
coef_maleB_Envir02_F1-6.46e-05-0.03057.787.11e-15-0.000687-0.2356.652.84e-11
coef_maleB_Envir03_F1-0.00012-0.0529-7.711.22e-147.59e-050.0249-7.721.13e-14
coef_maleB_Mobil11_F1-0.000312-0.147-6.421.35e-10-0.000688-0.231-5.711.16e-08
coef_maleB_Mobil14_F1-4.91e-05-0.0213-8.134.44e-160.0002290.0757-8.420
coef_maleB_Mobil16_F1-5.26e-05-0.0248-6.421.33e-100.0002750.0888-6.176.71e-10
coef_maleB_Mobil17_F1-0.000265-0.126-4.761.89e-06-0.000613-0.202-4.192.81e-05
coef_maleINTER_Envir02-0.000166-0.0298-11.20-0.00181-0.234-11.20
coef_maleINTER_Envir03-0.000309-0.0519-24.300.0001980.0247-27.20
coef_maleINTER_Mobil11-0.000808-0.144-28.60-0.00179-0.234-29.80
coef_maleINTER_Mobil14-0.000132-0.0217-25.900.0005460.0685-29.90
coef_maleINTER_Mobil16-0.000138-0.0246-27.300.0006680.0832-29.10
coef_maleINTER_Mobil17-0.000692-0.124-25.10-0.00154-0.194-25.40
coef_maleSIGMA_STAR_Envir018.85e-060.0127-30.20-3.82e-05-0.0468-21.90
coef_maleSIGMA_STAR_Envir02-1.8e-05-0.0291-27.30-1.61e-05-0.0212-19.80
coef_maleSIGMA_STAR_Envir03-3.66e-06-0.00611-26.40-1.15e-05-0.0147-18.80
coef_maleSIGMA_STAR_Mobil112.3e-050.0384-27.302.98e-050.0361-19.20
coef_maleSIGMA_STAR_Mobil14-1.59e-05-0.0269-25.80-8.44e-06-0.0118-18.60
coef_maleSIGMA_STAR_Mobil16-7.54e-06-0.0124-270-8.06e-06-0.0105-19.30
coef_maleSIGMA_STAR_Mobil171.56e-050.0242-27.302.72e-050.0348-19.80
coef_malebeta_ScaledIncome_10_more3.35e-050.0415-0.7780.4371.14e-050.00628-0.5060.613
coef_malebeta_ScaledIncome_4_6-0.000146-0.05883.840.0001245.73e-050.01052.710.00667
coef_malebeta_ScaledIncome_6_80.0001270.0435-2.450.01421.8e-050.00273-1.630.102
coef_malebeta_ScaledIncome_8_10-0.000234-0.06826.234.57e-10-0.000283-0.03714.311.62e-05
coef_malebeta_ScaledIncome_lessthan_4-2.6e-05-0.0178-0.5580.577-0.000168-0.0523-0.3740.708
coef_malecoef_age_65_more-0.000297-0.185-0.5010.617-0.000899-0.243-0.3220.747
coef_malecoef_haveChildren-3.69e-05-0.03132.370.0177-0.000326-0.1191.490.135
coef_malecoef_haveGA-0.000218-0.10210.10-0.000456-0.1057.293.11e-13
coef_malecoef_highEducation-0.000137-0.16.672.62e-11-0.000429-0.1394.361.27e-05
coef_malecoef_individualHouse-3.14e-05-0.02583.620.000296-3.08e-05-0.01132.440.0148
coef_malecoef_intercept-0.000116-0.027219.10-0.000195-0.02113.50
coef_moreThanOneBikeB_Envir02_F1-0.000833-0.2941.920.0549-0.000826-0.2311.790.0727
coef_moreThanOneBikeB_Envir03_F10.0008780.289-14.200.0005490.147-12.50
coef_moreThanOneBikeB_Mobil11_F10.0005960.21-12.70-6.64e-05-0.0182-10.30
coef_moreThanOneBikeB_Mobil14_F10.0009540.309-14.700.0007770.21-13.50
coef_moreThanOneBikeB_Mobil16_F10.0007280.256-12.800.0004360.115-10.60
coef_moreThanOneBikeB_Mobil17_F10.0004980.176-10.70-2.78e-05-0.00746-8.760
coef_moreThanOneBikeINTER_Envir02-0.00216-0.289-12.50-0.00209-0.22-13.20
coef_moreThanOneBikeINTER_Envir030.002270.284-28.200.001390.141-30.30
coef_moreThanOneBikeINTER_Mobil110.001540.206-330-0.000171-0.0183-33.30
coef_moreThanOneBikeINTER_Mobil140.002470.304-29.900.001870.192-33.20
coef_moreThanOneBikeINTER_Mobil160.001880.251-31.300.001070.109-31.30
coef_moreThanOneBikeINTER_Mobil170.001290.172-28.90-6.91e-05-0.00709-28.50
coef_moreThanOneBikeSIGMA_STAR_Envir011.08e-050.0117-32.304.59e-050.0458-24.90
coef_moreThanOneBikeSIGMA_STAR_Envir02-1.97e-05-0.0238-29.90-4.49e-05-0.0485-22.40
coef_moreThanOneBikeSIGMA_STAR_Envir03-1.84e-06-0.0023-29.20-1.8e-06-0.00187-21.80
coef_moreThanOneBikeSIGMA_STAR_Mobil111.68e-050.0209-29.706.56e-070.000649-220
coef_moreThanOneBikeSIGMA_STAR_Mobil14-6.28e-06-0.00794-28.80-2.51e-05-0.0287-21.50
coef_moreThanOneBikeSIGMA_STAR_Mobil16-3.29e-06-0.00406-29.702.75e-050.0293-22.40
coef_moreThanOneBikeSIGMA_STAR_Mobil175.21e-060.00606-29.80-5.86e-05-0.0611-22.20
coef_moreThanOneBikebeta_ScaledIncome_10_more-7.71e-05-0.0714-8.272.22e-165.81e-050.026-6.071.31e-09
coef_moreThanOneBikebeta_ScaledIncome_4_60.0002170.065-0.8990.3693.05e-074.54e-05-0.6120.541
coef_moreThanOneBikebeta_ScaledIncome_6_8-0.000339-0.0869-6.148.11e-10-8.96e-05-0.0111-4.341.45e-05
coef_moreThanOneBikebeta_ScaledIncome_8_100.0005090.1112.710.00677-0.000181-0.01941.790.0738
coef_moreThanOneBikebeta_ScaledIncome_lessthan_4-0.000213-0.109-6.536.74e-11-0.000441-0.112-4.64.24e-06
coef_moreThanOneBikecoef_age_65_more0.0002740.128-7.032.09e-120.0007120.157-4.881.04e-06
coef_moreThanOneBikecoef_haveChildren-0.000413-0.262-4.429.69e-06-0.00102-0.302-30.00269
coef_moreThanOneBikecoef_haveGA0.000370.134.957.61e-07-0.000468-0.08753.280.00105
coef_moreThanOneBikecoef_highEducation0.0004040.221-0.5510.5820.0004870.128-0.3620.717
coef_moreThanOneBikecoef_individualHouse-8.27e-06-0.00507-3.770.000164-2.2e-05-0.00658-2.640.00838
coef_moreThanOneBikecoef_intercept-0.000414-0.072315.50-0.000268-0.023611.20
coef_moreThanOneBikecoef_male-2.16e-05-0.0147-7.177.26e-130.0002120.0676-5.162.53e-07
coef_moreThanOneCarB_Envir02_F10.001410.45518.600.001130.33616.80
coef_moreThanOneCarB_Envir03_F1-0.0017-0.512-0.4580.647-0.0012-0.343-0.4830.629
coef_moreThanOneCarB_Mobil11_F1-0.00131-0.4230.6480.517-0.000715-0.2090.6790.497
coef_moreThanOneCarB_Mobil14_F1-0.00182-0.539-0.7770.437-0.00148-0.426-0.8140.415
coef_moreThanOneCarB_Mobil16_F1-0.00134-0.4330.8810.378-0.000831-0.2340.8980.369
coef_moreThanOneCarB_Mobil17_F1-0.000858-0.2782.140.03240.00020.05742.380.0173
coef_moreThanOneCarINTER_Envir020.003650.448-9.0400.002890.324-9.530
coef_moreThanOneCarINTER_Envir03-0.00439-0.503-18.80-0.00304-0.33-21.20
coef_moreThanOneCarINTER_Mobil11-0.0034-0.415-23.20-0.0018-0.206-26.20
coef_moreThanOneCarINTER_Mobil14-0.00471-0.532-20.10-0.00379-0.414-22.70
coef_moreThanOneCarINTER_Mobil16-0.00348-0.426-21.40-0.00209-0.227-23.10
coef_moreThanOneCarINTER_Mobil17-0.00222-0.272-20.600.0005040.0552-23.60
coef_moreThanOneCarSIGMA_STAR_Envir01-1.55e-05-0.0153-11.80-0.000199-0.212-9.820
coef_moreThanOneCarSIGMA_STAR_Envir021.92e-050.0212-9.6405.48e-050.0632-8.390
coef_moreThanOneCarSIGMA_STAR_Envir036.44e-060.00735-8.6502.01e-050.0222-7.449.86e-14
coef_moreThanOneCarSIGMA_STAR_Mobil11-8.2e-06-0.00934-8.860-5.31e-06-0.0056-7.593.26e-14
coef_moreThanOneCarSIGMA_STAR_Mobil141.09e-050.0126-8.3106.76e-050.0826-7.273.58e-13
coef_moreThanOneCarSIGMA_STAR_Mobil161.46e-060.00164-9.1302.02e-050.023-7.92.66e-15
coef_moreThanOneCarSIGMA_STAR_Mobil17-1.79e-05-0.0191-9.2502.05e-060.00228-8.076.66e-16
coef_moreThanOneCarbeta_ScaledIncome_10_more0.0001470.12410.209.44e-060.004517.642.11e-14
coef_moreThanOneCarbeta_ScaledIncome_4_6-0.000566-0.1559.150-0.000333-0.0536.982.98e-12
coef_moreThanOneCarbeta_ScaledIncome_6_80.0005040.1183.410.000657.64e-050.01012.30.0217
coef_moreThanOneCarbeta_ScaledIncome_8_10-0.00111-0.22210.10-0.000451-0.05167.593.2e-14
coef_moreThanOneCarbeta_ScaledIncome_lessthan_40.0002460.1158.4600.0001310.03576.186.37e-10
coef_moreThanOneCarcoef_age_65_more0.0002230.09518.011.11e-150.0003330.07835.86.57e-09
coef_moreThanOneCarcoef_haveChildren-5.15e-05-0.02991100.0002670.08478.810
coef_moreThanOneCarcoef_haveGA-0.000903-0.29114.400.0002370.047412.90
coef_moreThanOneCarcoef_highEducation-0.000487-0.244130-0.000373-0.10510.40
coef_moreThanOneCarcoef_individualHouse-0.000447-0.25110.80-0.000931-0.2978.134.44e-16
coef_moreThanOneCarcoef_intercept-6.5e-05-0.010422.50-0.00029-0.027316.10
coef_moreThanOneCarcoef_male4.83e-050.03029.580-0.000153-0.05196.992.66e-12
coef_moreThanOneCarcoef_moreThanOneBike-0.000789-0.36912.40-0.000827-0.22910.10

Smallest eigenvalue: 11.1784

Largest eigenvalue: 108399

Condition number: 9697.15