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 19:45:15.743126

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: 8.9605E-03
Nbr of threads: 36
Algorithm: Newton with trust region for simple bound constraints
Proportion analytical hessian: 100.0%
Relative projected gradient: 1.679056e-07
Relative change: 0.001228716854603018
Number of iterations: 41
Number of function evaluations: 102
Number of gradient evaluations: 31
Number of hessian evaluations: 31
Cause of termination: Relative gradient = 1.7e-07 <= 6.1e-06
Optimization time: 0:00:04.670130

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_F10.5630.06438.7600.05899.560
B_Mobil14_F10.7050.069810.100.059611.80
B_Mobil16_F10.540.06428.4100.06128.820
B_Mobil17_F10.4320.06396.761.42e-110.067.25.98e-13
INTER_Envir022.010.16911.900.15313.10
INTER_Envir034.570.18125.300.15828.80
INTER_Mobil115.140.16930.400.151340
INTER_Mobil144.910.18326.800.15731.20
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_more0.1030.02444.212.52e-050.0362.860.00425
beta_ScaledIncome_4_6-0.2520.0754-3.340.000830.108-2.330.0198
beta_ScaledIncome_6_80.30.08823.40.0006720.132.310.0209
beta_ScaledIncome_8_10-0.6210.104-5.982.17e-090.15-4.133.66e-05
beta_ScaledIncome_lessthan_40.1030.04432.330.020.06331.630.104
coef_age_65_more0.1030.04842.130.03330.07321.410.159
coef_haveChildren-0.04540.0357-1.270.2040.0542-0.8370.402
coef_haveGA-0.6890.0643-10.700.0861-81.33e-15
coef_highEducation-0.2980.0413-7.225.31e-130.0612-4.871.11e-06
coef_individualHouse-0.110.0369-2.980.002850.054-2.040.0416
coef_intercept-2.50.129-19.300.183-13.70
coef_male0.07160.0332.170.03020.05061.410.157
coef_moreThanOneBike-0.3280.0442-7.411.29e-130.0621-5.281.29e-07
coef_moreThanOneCar0.6250.048312.900.058110.70

Correlation of coefficients

Coefficient1Coefficient2CovarianceCorrelationt-testp-valueRob. cov.Rob. corr.Rob. t-testRob. p-value
B_Envir03_F1B_Envir02_F1-0.00132-0.30110.90-0.000532-0.153130
B_Mobil11_F1B_Envir02_F1-0.00101-0.24610.50-3.54e-05-0.010412.80
B_Mobil11_F1B_Envir03_F10.001480.336-1.410.1590.0009520.269-1.50.133
B_Mobil14_F1B_Envir02_F1-0.00141-0.31411.10-0.000911-0.26512.90
B_Mobil14_F1B_Envir03_F10.001870.3890.4490.6530.0009970.2780.4780.633
B_Mobil14_F1B_Mobil11_F10.001520.3391.840.06520.0008280.2361.940.0519
B_Mobil16_F1B_Envir02_F1-0.00105-0.25510.20-0.000815-0.2311.10
B_Mobil16_F1B_Envir03_F10.00140.317-1.690.09180.0008060.219-1.730.084
B_Mobil16_F1B_Mobil11_F10.001140.277-0.2970.7660.000980.272-0.3170.752
B_Mobil16_F1B_Mobil14_F10.001470.328-2.130.03360.001060.29-2.30.0217
B_Mobil17_F1B_Envir02_F1-0.000753-0.1849.4300.0002210.063911.50
B_Mobil17_F1B_Envir03_F10.001050.239-2.920.003490.0003880.108-2.980.00287
B_Mobil17_F1B_Mobil11_F10.0009480.231-1.650.09930.0008560.243-1.790.0733
B_Mobil17_F1B_Mobil14_F10.001150.257-3.350.000810.0004750.133-3.470.000515
B_Mobil17_F1B_Mobil16_F10.0008920.217-1.350.1780.0009110.248-1.450.146
INTER_Envir02B_Envir02_F10.01060.98423.600.008730.98625.90
INTER_Envir02B_Envir03_F1-0.00343-0.2966.692.26e-11-0.00138-0.157.749.99e-15
INTER_Envir02B_Mobil11_F1-0.00262-0.2427.431.05e-13-8.45e-05-0.009368.780
INTER_Envir02B_Mobil14_F1-0.00364-0.3096.479.94e-11-0.00242-0.2657.32.92e-13
INTER_Envir02B_Mobil16_F1-0.00271-0.257.544.82e-14-0.00215-0.2298.272.22e-16
INTER_Envir02B_Mobil17_F1-0.00195-0.1818.262.22e-160.0005680.06189.790
INTER_Envir03B_Envir02_F1-0.00343-0.29724.20-0.00136-0.14928.70
INTER_Envir03B_Envir03_F10.01220.98434.200.009360.98439.10
INTER_Envir03B_Mobil11_F10.003840.33123.500.002390.256260
INTER_Envir03B_Mobil14_F10.004830.38323.100.002560.27225.20
INTER_Envir03B_Mobil16_F10.003610.31223.400.002060.21225.60
INTER_Envir03B_Mobil17_F10.002710.23523.400.0009970.10525.30
INTER_Envir03INTER_Envir02-0.00917-0.3019.080-0.00363-0.1510.80
INTER_Mobil11B_Envir02_F1-0.00262-0.24228.90-7.99e-05-0.0091634.80
INTER_Mobil11B_Envir03_F10.003840.3327.900.002380.26230.40
INTER_Mobil11B_Mobil11_F10.01070.98442.900.008760.98448.90
INTER_Mobil11B_Mobil14_F10.003940.33327.700.002180.24129.90
INTER_Mobil11B_Mobil16_F10.002960.27228.100.002480.26831.30
INTER_Mobil11B_Mobil17_F10.002450.22728.200.00220.24331.70
INTER_Mobil11INTER_Envir02-0.00704-0.24611.80-0.000248-0.010714.50
INTER_Mobil11INTER_Envir030.01030.3362.870.004170.006160.2583.070.00216
INTER_Mobil14B_Envir02_F1-0.00364-0.3125.50-0.00235-0.25829.90
INTER_Mobil14B_Envir03_F10.004830.3842500.002540.26827.80
INTER_Mobil14B_Mobil11_F10.003940.33425.200.002190.23628.20
INTER_Mobil14B_Mobil14_F10.01260.98436.500.009240.98542.40
INTER_Mobil14B_Mobil16_F10.003810.32325.200.002740.28428.80
INTER_Mobil14B_Mobil17_F10.002970.25325.100.001250.13327.90
INTER_Mobil14INTER_Envir02-0.00974-0.31510.20-0.00635-0.26311.80
INTER_Mobil14INTER_Envir030.01290.391.740.08230.006790.2721.830.0666
INTER_Mobil14INTER_Mobil110.01050.339-1.130.2590.005970.251-1.210.225
INTER_Mobil16B_Envir02_F1-0.00271-0.2527.10-0.00215-0.23529.30
INTER_Mobil16B_Envir03_F10.003610.31125.600.002050.21526.30
INTER_Mobil16B_Mobil11_F10.002960.27325.900.002490.26727.60
INTER_Mobil16B_Mobil14_F10.003810.32325.500.002770.29326.90
INTER_Mobil16B_Mobil16_F10.01070.9844000.009550.98543.10
INTER_Mobil16B_Mobil17_F10.002310.21426.100.002350.24728.20
INTER_Mobil16INTER_Envir02-0.00725-0.25410.40-0.00583-0.2411.40
INTER_Mobil16INTER_Envir030.009670.3171.130.2570.005460.2181.170.242
INTER_Mobil16INTER_Mobil110.007930.277-1.70.08860.006570.274-1.860.0633
INTER_Mobil16INTER_Mobil140.01020.329-0.5740.5660.007420.297-0.6270.531
INTER_Mobil17B_Envir02_F1-0.00195-0.1826.100.0005570.061430.50
INTER_Mobil17B_Envir03_F10.002710.23322.900.0010.10623.60
INTER_Mobil17B_Mobil11_F10.002460.22623.600.00220.23825.50
INTER_Mobil17B_Mobil14_F10.002970.25222.900.001270.13623.70
INTER_Mobil17B_Mobil16_F10.002310.21323.600.002340.24325.70
INTER_Mobil17B_Mobil17_F10.01060.98438.100.009270.98541.20
INTER_Mobil17INTER_Envir02-0.00523-0.1839.5900.001420.059211.70
INTER_Mobil17INTER_Envir030.007260.238-0.30.7640.002720.109-0.3080.758
INTER_Mobil17INTER_Mobil110.006570.229-3.060.002210.005890.248-3.40.00067
INTER_Mobil17INTER_Mobil140.007960.257-1.920.05450.003550.143-2.010.0443
INTER_Mobil17INTER_Mobil160.006180.216-1.40.1610.006260.252-1.540.124
SIGMA_STAR_Envir01B_Envir02_F1-7.78e-06-0.0057925.80-9.74e-05-0.10428.30
SIGMA_STAR_Envir01B_Envir03_F11.47e-050.01028.076.66e-160.0001580.1639.680
SIGMA_STAR_Envir01B_Mobil11_F13.49e-060.0025910.100.0001570.16511.70
SIGMA_STAR_Envir01B_Mobil14_F11.47e-050.017.478.13e-140.0002150.2249.340
SIGMA_STAR_Envir01B_Mobil16_F16.27e-060.0046510.500.000110.11111.50
SIGMA_STAR_Envir01B_Mobil17_F1-1.73e-06-0.0012912.105.11e-050.052813.30
SIGMA_STAR_Envir01INTER_Envir02-2.02e-05-0.00571-4.477.85e-06-0.00028-0.113-4.871.09e-06
SIGMA_STAR_Envir01INTER_Envir033.81e-050.01-18.300.0004620.181-21.20
SIGMA_STAR_Envir01INTER_Mobil119.1e-060.00256-22.800.0004440.182-26.10
SIGMA_STAR_Envir01INTER_Mobil143.81e-050.00989-19.900.000640.252-23.80
SIGMA_STAR_Envir01INTER_Mobil161.63e-050.00458-20.800.0003580.14-22.60
SIGMA_STAR_Envir01INTER_Mobil17-4.38e-06-0.00123-19.100.0001890.0745-20.70
SIGMA_STAR_Envir02B_Envir02_F11.15e-050.0096224.300.0001250.14528.10
SIGMA_STAR_Envir02B_Envir03_F1-1.56e-06-0.001216.322.7e-102.37e-060.002657.263.89e-13
SIGMA_STAR_Envir02B_Mobil11_F16.3e-060.005238.3401.22e-050.01389.210
SIGMA_STAR_Envir02B_Mobil14_F1-3.48e-06-0.002665.739.77e-091.37e-050.01546.781.23e-11
SIGMA_STAR_Envir02B_Mobil16_F1-1.07e-06-0.0008928.680-5.25e-05-0.05759.090
SIGMA_STAR_Envir02B_Mobil17_F15.91e-060.0049310.404.56e-050.050911.30
SIGMA_STAR_Envir02INTER_Envir022.98e-050.00944-5.241.6e-070.0002450.107-5.835.61e-09
SIGMA_STAR_Envir02INTER_Envir03-4.05e-06-0.0012-1906.89e-060.00292-21.70
SIGMA_STAR_Envir02INTER_Mobil111.63e-050.00513-23.604.92e-050.0218-26.60
SIGMA_STAR_Envir02INTER_Mobil14-8.96e-06-0.00261-20.603.58e-050.0152-240
SIGMA_STAR_Envir02INTER_Mobil16-2.7e-06-0.000853-21.60-0.000108-0.0456-230
SIGMA_STAR_Envir02INTER_Mobil171.55e-050.00488-19.900.0001370.0582-21.50
SIGMA_STAR_Envir02SIGMA_STAR_Envir01-2.61e-07-0.000664-4.555.32e-063.23e-050.134-6.273.73e-10
SIGMA_STAR_Envir03B_Envir02_F14.2e-060.0036223.50-4.83e-06-0.0053926.10
SIGMA_STAR_Envir03B_Envir03_F1-2.11e-05-0.01695.592.22e-08-0.000195-0.2096.129.36e-10
SIGMA_STAR_Envir03B_Mobil11_F1-4.68e-06-0.004017.583.44e-14-4.66e-05-0.0518.222.22e-16
SIGMA_STAR_Envir03B_Mobil14_F1-1.45e-06-0.001145.054.48e-07-2.92e-06-0.003155.913.43e-09
SIGMA_STAR_Envir03B_Mobil16_F11.11e-060.0009537.942e-153.87e-050.04078.470
SIGMA_STAR_Envir03B_Mobil17_F17.38e-060.006379.6201.74e-050.018710.30
SIGMA_STAR_Envir03INTER_Envir021.09e-050.00355-5.543.06e-08-1.26e-05-0.00528-6.091.12e-09
SIGMA_STAR_Envir03INTER_Envir03-5.45e-05-0.0166-19.20-0.00045-0.183-21.60
SIGMA_STAR_Envir03INTER_Mobil11-1.22e-05-0.00396-23.90-0.00011-0.0469-26.70
SIGMA_STAR_Envir03INTER_Mobil14-3.98e-06-0.0012-20.906.66e-060.00272-24.30
SIGMA_STAR_Envir03INTER_Mobil162.9e-060.000945-21.900.0001050.0426-23.50
SIGMA_STAR_Envir03INTER_Mobil171.92e-050.00625-20.205.76e-050.0236-21.80
SIGMA_STAR_Envir03SIGMA_STAR_Envir01-1.12e-06-0.00294-6.431.25e-105.04e-050.201-8.930
SIGMA_STAR_Envir03SIGMA_STAR_Envir029.84e-080.000289-1.940.05222.88e-050.124-2.510.012
SIGMA_STAR_Mobil11B_Envir02_F1-8.97e-06-0.0077123.70-2.01e-05-0.021426.20
SIGMA_STAR_Mobil11B_Envir03_F13.34e-070.0002685.816.38e-092.02e-050.02066.652.9e-11
SIGMA_STAR_Mobil11B_Mobil11_F1-7.1e-06-0.006087.787.55e-15-9.35e-05-0.09738.310
SIGMA_STAR_Mobil11B_Mobil14_F14.48e-060.003535.241.62e-07-1.58e-05-0.01626.091.15e-09
SIGMA_STAR_Mobil11B_Mobil16_F13.83e-060.003288.154.44e-16-1.2e-05-0.0128.550
SIGMA_STAR_Mobil11B_Mobil17_F1-3.45e-06-0.002979.790-6.59e-05-0.067410.30
SIGMA_STAR_Mobil11INTER_Envir02-2.32e-05-0.00756-5.454.97e-08-3.97e-05-0.0159-5.992.05e-09
SIGMA_STAR_Mobil11INTER_Envir038.9e-070.000271-19.206.59e-050.0255-21.90
SIGMA_STAR_Mobil11INTER_Mobil11-1.84e-05-0.00597-23.80-0.000421-0.171-26.20
SIGMA_STAR_Mobil11INTER_Mobil141.15e-050.00344-20.80-2.44e-05-0.0095-24.20
SIGMA_STAR_Mobil11INTER_Mobil169.84e-060.0032-21.90-5.56e-05-0.0215-23.30
SIGMA_STAR_Mobil11INTER_Mobil17-9.08e-06-0.00296-20.10-0.000181-0.0705-21.50
SIGMA_STAR_Mobil11SIGMA_STAR_Envir013.03e-070.000795-5.962.55e-093.99e-050.152-7.835.11e-15
SIGMA_STAR_Mobil11SIGMA_STAR_Envir02-8.49e-07-0.00249-1.420.1543.35e-060.0138-1.70.09
SIGMA_STAR_Mobil11SIGMA_STAR_Envir031.18e-070.0003590.5230.6011.98e-050.07820.6210.535
SIGMA_STAR_Mobil14B_Envir02_F16.15e-060.0053723.303.56e-050.043826.30
SIGMA_STAR_Mobil14B_Envir03_F1-8.24e-07-0.0006725.368.47e-08-2.37e-05-0.0286.129.62e-10
SIGMA_STAR_Mobil14B_Mobil11_F19.04e-070.0007867.322.55e-13-1.39e-05-0.01678.038.88e-16
SIGMA_STAR_Mobil14B_Mobil14_F1-1.86e-05-0.01494.781.79e-06-0.000177-0.2115.396.96e-08
SIGMA_STAR_Mobil14B_Mobil16_F13.23e-070.0002817.671.75e-14-3.29e-05-0.03828.076.66e-16
SIGMA_STAR_Mobil14B_Mobil17_F11.15e-060.001019.330-2.06e-05-0.0244100
SIGMA_STAR_Mobil14INTER_Envir021.6e-050.00532-5.651.6e-080.0001110.0515-6.254.08e-10
SIGMA_STAR_Mobil14INTER_Envir03-2.36e-06-0.000731-19.40-8.19e-05-0.0368-220
SIGMA_STAR_Mobil14INTER_Mobil112.17e-060.000717-240-2.86e-05-0.0134-26.90
SIGMA_STAR_Mobil14INTER_Mobil14-4.82e-05-0.0147-20.90-0.000445-0.201-240
SIGMA_STAR_Mobil14INTER_Mobil166.98e-070.000231-220-9.03e-05-0.0405-23.50
SIGMA_STAR_Mobil14INTER_Mobil172.77e-060.000916-20.30-3.72e-05-0.0168-21.80
SIGMA_STAR_Mobil14SIGMA_STAR_Envir01-1.02e-06-0.00272-7.158.43e-131.28e-050.0562-9.490
SIGMA_STAR_Mobil14SIGMA_STAR_Envir023.48e-070.00104-2.680.007332.37e-050.113-3.590.000328
SIGMA_STAR_Mobil14SIGMA_STAR_Envir03-4.38e-07-0.00135-0.7370.4611e-050.046-0.9180.359
SIGMA_STAR_Mobil14SIGMA_STAR_Mobil11-4.98e-07-0.00153-1.260.2072.92e-050.127-1.60.11
SIGMA_STAR_Mobil16B_Envir02_F14.62e-070.00039323.905.9e-050.067627.10
SIGMA_STAR_Mobil16B_Envir03_F13.05e-060.002425.992.08e-091.06e-050.01176.885.94e-12
SIGMA_STAR_Mobil16B_Mobil11_F12.75e-060.002337.991.33e-15-2.69e-05-0.03028.710
SIGMA_STAR_Mobil16B_Mobil14_F12.42e-060.001895.426.09e-086.27e-060.006966.371.93e-10
SIGMA_STAR_Mobil16B_Mobil16_F1-1.04e-05-0.008858.310-0.00016-0.1738.490
SIGMA_STAR_Mobil16B_Mobil17_F1-1.01e-06-0.0008629.990-3.48e-05-0.038410.70
SIGMA_STAR_Mobil16INTER_Envir021.15e-060.000371-5.387.51e-080.0001620.0702-5.962.47e-09
SIGMA_STAR_Mobil16INTER_Envir037.97e-060.00241-19.102.05e-050.00859-21.80
SIGMA_STAR_Mobil16INTER_Mobil117.25e-060.00233-23.80-5.16e-05-0.0226-26.60
SIGMA_STAR_Mobil16INTER_Mobil146.49e-060.00193-20.702.7e-050.0114-24.20
SIGMA_STAR_Mobil16INTER_Mobil16-2.69e-05-0.00867-21.70-0.000505-0.211-22.80
SIGMA_STAR_Mobil16INTER_Mobil17-2.52e-06-0.000813-200-8.45e-05-0.0356-21.50
SIGMA_STAR_Mobil16SIGMA_STAR_Envir01-7.64e-08-0.000198-5.464.84e-083.05e-050.125-7.361.85e-13
SIGMA_STAR_Mobil16SIGMA_STAR_Envir024.19e-080.000122-0.9160.364.46e-050.198-1.260.206
SIGMA_STAR_Mobil16SIGMA_STAR_Envir03-4.97e-07-0.001491.030.3031.62e-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_Mobil14-3.75e-07-0.001141.770.07664.25e-050.22.460.014
SIGMA_STAR_Mobil17B_Envir02_F1-7.11e-06-0.005723.90-9.36e-06-0.010526.80
SIGMA_STAR_Mobil17B_Envir03_F18.13e-060.006096.157.53e-10-2.44e-05-0.02627.022.28e-12
SIGMA_STAR_Mobil17B_Mobil11_F1-1.15e-06-0.000928.134.44e-16-4.53e-05-0.04978.870
SIGMA_STAR_Mobil17B_Mobil14_F14.34e-060.003195.582.47e-08-2.26e-05-0.02456.527.09e-11
SIGMA_STAR_Mobil17B_Mobil16_F18.06e-070.0006458.4901.26e-050.01339.040
SIGMA_STAR_Mobil17B_Mobil17_F1-9.28e-06-0.0074710.10-0.000101-0.10910.70
SIGMA_STAR_Mobil17INTER_Envir02-1.84e-05-0.00562-5.291.19e-07-1.4e-05-0.0059-5.835.41e-09
SIGMA_STAR_Mobil17INTER_Envir032.11e-050.00599-190-5.58e-05-0.0228-21.70
SIGMA_STAR_Mobil17INTER_Mobil11-2.95e-06-0.000895-23.70-0.000123-0.0525-26.40
SIGMA_STAR_Mobil17INTER_Mobil141.14e-050.0032-20.60-6.6e-05-0.0271-240
SIGMA_STAR_Mobil17INTER_Mobil162.06e-060.000626-21.701.34e-050.00548-23.20
SIGMA_STAR_Mobil17INTER_Mobil17-2.41e-05-0.00733-19.90-0.000367-0.151-21.20
SIGMA_STAR_Mobil17SIGMA_STAR_Envir015.55e-070.00136-4.871.12e-062.37e-050.095-6.555.7e-11
SIGMA_STAR_Mobil17SIGMA_STAR_Envir02-5.65e-07-0.00155-0.4110.6811.99e-050.0861-0.5410.589
SIGMA_STAR_Mobil17SIGMA_STAR_Envir03-8.85e-07-0.00251.480.1381.86e-050.07771.880.0602
SIGMA_STAR_Mobil17SIGMA_STAR_Mobil113.57e-070.001010.9820.3265.78e-050.2291.320.186
SIGMA_STAR_Mobil17SIGMA_STAR_Mobil14-3.5e-07-0.001012.210.02744.69e-050.2163.150.00165
SIGMA_STAR_Mobil17SIGMA_STAR_Mobil169.04e-080.0002530.4830.6295.59e-050.2390.6850.493
beta_ScaledIncome_10_moreB_Envir02_F10.0002190.149.1803.94e-050.01898.880
beta_ScaledIncome_10_moreB_Envir03_F1-0.000411-0.245-7.254.03e-13-0.000593-0.274-7.273.55e-13
beta_ScaledIncome_10_moreB_Mobil11_F1-0.000218-0.139-6.41.57e-10-6.42e-05-0.0303-6.574.95e-11
beta_ScaledIncome_10_moreB_Mobil14_F1-0.000253-0.148-7.796.88e-15-5.56e-05-0.0259-8.550
beta_ScaledIncome_10_moreB_Mobil16_F1-0.000134-0.0851-6.196.17e-100.0001470.0667-6.342.35e-10
beta_ScaledIncome_10_moreB_Mobil17_F1-0.000157-0.1-4.653.29e-06-2.14e-05-0.00993-4.682.87e-06
beta_ScaledIncome_10_moreINTER_Envir020.0005640.137-11.406.83e-050.0124-12.10
beta_ScaledIncome_10_moreINTER_Envir03-0.00106-0.241-23.70-0.00155-0.271-260
beta_ScaledIncome_10_moreINTER_Mobil11-0.000565-0.137-28.90-0.000189-0.0348-32.20
beta_ScaledIncome_10_moreINTER_Mobil14-0.000658-0.147-25.50-0.000145-0.0256-29.60
beta_ScaledIncome_10_moreINTER_Mobil16-0.000347-0.0839-27.200.0003840.0672-29.30
beta_ScaledIncome_10_moreINTER_Mobil17-0.000406-0.0982-25.40-6.03e-05-0.0107-27.20
beta_ScaledIncome_10_moreSIGMA_STAR_Envir01-3.17e-06-0.00617-35.40-4.77e-05-0.082-28.20
beta_ScaledIncome_10_moreSIGMA_STAR_Envir021.3e-060.00283-33.10-1.18e-06-0.00219-26.10
beta_ScaledIncome_10_moreSIGMA_STAR_Envir031.99e-050.0448-32.505.92e-050.106-25.70
beta_ScaledIncome_10_moreSIGMA_STAR_Mobil11-1.75e-06-0.00394-32.102.09e-050.0356-25.10
beta_ScaledIncome_10_moreSIGMA_STAR_Mobil14-5.57e-06-0.0127-31.10-5.72e-06-0.0113-24.40
beta_ScaledIncome_10_moreSIGMA_STAR_Mobil16-9.99e-06-0.0223-32.20-2.46e-05-0.0453-250
beta_ScaledIncome_10_moreSIGMA_STAR_Mobil17-1.13e-06-0.00238-32.20-1.58e-05-0.0284-25.40
beta_ScaledIncome_4_6B_Envir02_F1-0.000606-0.1262.330.0199-0.000448-0.07171.930.0531
beta_ScaledIncome_4_6B_Envir03_F10.00110.213-10.200.001650.253-8.420
beta_ScaledIncome_4_6B_Mobil11_F10.000610.126-8.7900.0005940.0932-6.895.57e-12
beta_ScaledIncome_4_6B_Mobil14_F10.0004080.0775-9.690-0.000359-0.0557-7.573.64e-14
beta_ScaledIncome_4_6B_Mobil16_F10.0005250.108-8.4600.0002230.0337-6.461.02e-10
beta_ScaledIncome_4_6B_Mobil17_F10.0004670.0969-7.273.48e-130.000230.0355-5.611.98e-08
beta_ScaledIncome_4_6INTER_Envir02-0.00156-0.123-11.70-0.00108-0.0652-11.70
beta_ScaledIncome_4_6INTER_Envir030.002840.209-26.700.00420.245-28.60
beta_ScaledIncome_4_6INTER_Mobil110.001580.124-30.500.001510.0923-30.40
beta_ScaledIncome_4_6INTER_Mobil140.001060.0764-26.80-0.00101-0.0592-26.30
beta_ScaledIncome_4_6INTER_Mobil160.001360.107-28.400.0004960.029-26.70
beta_ScaledIncome_4_6INTER_Mobil170.00120.0942-26.600.0005690.0335-25.30
beta_ScaledIncome_4_6SIGMA_STAR_Envir011.66e-050.0105-19.206.19e-050.0355-13.80
beta_ScaledIncome_4_6SIGMA_STAR_Envir02-8.75e-06-0.00619-17.60-2.93e-05-0.0182-12.50
beta_ScaledIncome_4_6SIGMA_STAR_Envir03-5.9e-05-0.0431-16.90-0.000183-0.109-11.90
beta_ScaledIncome_4_6SIGMA_STAR_Mobil11-2.5e-06-0.00183-17.20-0.000122-0.0694-12.10
beta_ScaledIncome_4_6SIGMA_STAR_Mobil145.34e-050.0396-1707.16e-050.047-120
beta_ScaledIncome_4_6SIGMA_STAR_Mobil164.58e-060.00331-17.403.5e-050.0214-12.40
beta_ScaledIncome_4_6SIGMA_STAR_Mobil17-3.26e-06-0.00223-17.509.88e-070.000591-12.50
beta_ScaledIncome_4_6beta_ScaledIncome_10_more-0.00109-0.593-3.860.000115-0.00235-0.603-2.670.00763
beta_ScaledIncome_6_8B_Envir02_F10.0007250.1287.86.44e-150.0004510.06015.731e-08
beta_ScaledIncome_6_8B_Envir03_F1-0.00118-0.194-3.050.00232-0.0016-0.205-2.410.0159
beta_ScaledIncome_6_8B_Mobil11_F1-0.000692-0.122-2.280.0225-0.000664-0.0868-1.790.074
beta_ScaledIncome_6_8B_Mobil14_F1-0.000668-0.109-3.430.0006093.81e-050.00492-2.840.00448
beta_ScaledIncome_6_8B_Mobil16_F1-0.000297-0.0524-2.150.03170.0008810.111-1.750.0804
beta_ScaledIncome_6_8B_Mobil17_F1-0.000532-0.0944-1.160.246-0.000245-0.0314-0.9120.362
beta_ScaledIncome_6_8INTER_Envir020.001870.126-9.4800.001070.0538-8.740
beta_ScaledIncome_6_8INTER_Envir03-0.00304-0.191-19.80-0.00414-0.202-190
beta_ScaledIncome_6_8INTER_Mobil11-0.0018-0.12-24.20-0.00173-0.0883-23.30
beta_ScaledIncome_6_8INTER_Mobil14-0.00174-0.107-21.800.0002150.0105-22.70
beta_ScaledIncome_6_8INTER_Mobil16-0.000772-0.0518-23.100.002280.111-23.30
beta_ScaledIncome_6_8INTER_Mobil17-0.00137-0.0922-21.20-0.000675-0.0331-20.30
beta_ScaledIncome_6_8SIGMA_STAR_Envir01-8.63e-06-0.00466-10.50-0.000121-0.0579-7.26.07e-13
beta_ScaledIncome_6_8SIGMA_STAR_Envir021.35e-050.00818-9.120-1.53e-05-0.00791-6.273.58e-10
beta_ScaledIncome_6_8SIGMA_STAR_Envir035.66e-050.0354-8.6100.0002160.107-5.962.49e-09
beta_ScaledIncome_6_8SIGMA_STAR_Mobil112.4e-060.0015-8.700.0001520.0717-6.041.56e-09
beta_ScaledIncome_6_8SIGMA_STAR_Mobil14-2.88e-05-0.0182-8.320-3.44e-05-0.0188-5.749.57e-09
beta_ScaledIncome_6_8SIGMA_STAR_Mobil16-3.88e-05-0.024-8.80-9.38e-05-0.0478-6.061.37e-09
beta_ScaledIncome_6_8SIGMA_STAR_Mobil173.51e-060.00205-8.9703.99e-050.0199-6.25.52e-10
beta_ScaledIncome_6_8beta_ScaledIncome_10_more0.001580.7322.730.006420.003480.7441.860.0629
beta_ScaledIncome_6_8beta_ScaledIncome_4_6-0.00585-0.883.480.000503-0.0123-0.8762.390.0167
beta_ScaledIncome_8_10B_Envir02_F1-0.00129-0.194-0.9440.345-0.000362-0.0417-0.7630.446
beta_ScaledIncome_8_10B_Envir03_F10.002120.298-12.200.002430.269-8.830
beta_ScaledIncome_8_10B_Mobil11_F10.001370.206-10.700.000860.0971-7.583.4e-14
beta_ScaledIncome_8_10B_Mobil14_F10.001570.217-11.900.0004110.0458-8.330
beta_ScaledIncome_8_10B_Mobil16_F10.000860.129-10.10-0.000883-0.0959-6.924.54e-12
beta_ScaledIncome_8_10B_Mobil17_F10.001020.154-9.300.0001930.0214-6.555.78e-11
beta_ScaledIncome_8_10INTER_Envir02-0.00333-0.19-12.30-0.00076-0.033-120
beta_ScaledIncome_8_10INTER_Envir030.005490.293-28.800.006310.265-27.70
beta_ScaledIncome_8_10INTER_Mobil110.003560.202-32.100.002240.0985-28.50
beta_ScaledIncome_8_10INTER_Mobil140.004090.215-29.100.0010.0423-260
beta_ScaledIncome_8_10INTER_Mobil160.002230.127-290-0.00234-0.0982-23.70
beta_ScaledIncome_8_10INTER_Mobil170.002640.151-27.700.0005550.0235-23.80
beta_ScaledIncome_8_10SIGMA_STAR_Envir019.89e-060.00454-17.700.0002640.109-12.50
beta_ScaledIncome_8_10SIGMA_STAR_Envir02-7.93e-06-0.00408-16.502.48e-050.0111-11.50
beta_ScaledIncome_8_10SIGMA_STAR_Envir03-7.31e-05-0.0388-15.90-0.000229-0.0982-11.10
beta_ScaledIncome_8_10SIGMA_STAR_Mobil11-4.51e-07-0.000239-16.20-0.000123-0.0501-11.20
beta_ScaledIncome_8_10SIGMA_STAR_Mobil142.23e-050.012-15.903.49e-050.0165-11.10
beta_ScaledIncome_8_10SIGMA_STAR_Mobil165.06e-050.0266-16.400.0001650.0725-11.40
beta_ScaledIncome_8_10SIGMA_STAR_Mobil17-4.24e-07-0.00021-16.402.49e-050.0107-11.50
beta_ScaledIncome_8_10beta_ScaledIncome_10_more-0.00231-0.912-5.721.04e-08-0.00495-0.915-3.948.31e-05
beta_ScaledIncome_8_10beta_ScaledIncome_4_60.005670.725-5.162.5e-070.01180.727-3.570.000357
beta_ScaledIncome_8_10beta_ScaledIncome_6_8-0.00814-0.89-4.938.04e-07-0.0176-0.899-3.370.000749
beta_ScaledIncome_lessthan_4B_Envir02_F10.0002210.0787.991.33e-150.0001260.03447.111.13e-12
beta_ScaledIncome_lessthan_4B_Envir03_F1-0.000516-0.17-6.479.77e-11-0.000802-0.211-5.913.42e-09
beta_ScaledIncome_lessthan_4B_Mobil11_F1-0.000278-0.0975-5.641.71e-08-0.000169-0.0453-5.22e-07
beta_ScaledIncome_lessthan_4B_Mobil14_F1-0.000226-0.0731-7.051.76e-12-2.8e-05-0.0074-6.95.3e-12
beta_ScaledIncome_lessthan_4B_Mobil16_F1-0.00031-0.109-5.339.57e-08-0.00035-0.0903-4.752.05e-06
beta_ScaledIncome_lessthan_4B_Mobil17_F1-0.000185-0.0653-4.14.05e-05-4.35e-05-0.0115-3.750.000178
beta_ScaledIncome_lessthan_4INTER_Envir020.0005670.0759-11.100.00030.031-11.60
beta_ScaledIncome_lessthan_4INTER_Envir03-0.00133-0.166-23.10-0.00198-0.198-24.60
beta_ScaledIncome_lessthan_4INTER_Mobil11-0.000714-0.0953-28.10-0.000391-0.0409-30.30
beta_ScaledIncome_lessthan_4INTER_Mobil14-0.000586-0.0722-25.109.94e-079.97e-05-28.40
beta_ScaledIncome_lessthan_4INTER_Mobil16-0.0008-0.107-26.20-0.000821-0.0818-26.80
beta_ScaledIncome_lessthan_4INTER_Mobil17-0.000475-0.0634-24.80-2.69e-05-0.00271-25.90
beta_ScaledIncome_lessthan_4SIGMA_STAR_Envir01-1.54e-05-0.0166-23.202.43e-060.00238-17.50
beta_ScaledIncome_lessthan_4SIGMA_STAR_Envir02-1.59e-06-0.00191-21.101.33e-050.014-15.70
beta_ScaledIncome_lessthan_4SIGMA_STAR_Envir032.89e-050.036-20.508.19e-050.0833-15.10
beta_ScaledIncome_lessthan_4SIGMA_STAR_Mobil119.25e-070.00115-20.504.22e-050.0408-15.10
beta_ScaledIncome_lessthan_4SIGMA_STAR_Mobil14-1.91e-05-0.0241-19.70-3.25e-05-0.0365-14.50
beta_ScaledIncome_lessthan_4SIGMA_STAR_Mobil165.93e-060.0073-20.80-3.8e-05-0.0397-15.10
beta_ScaledIncome_lessthan_4SIGMA_STAR_Mobil17-1.7e-06-0.00197-20.80-2.38e-05-0.0243-15.30
beta_ScaledIncome_lessthan_4beta_ScaledIncome_10_more0.0003750.3460.00150.9990.000770.3380.001040.999
beta_ScaledIncome_lessthan_4beta_ScaledIncome_4_6-0.00233-0.6983.20.00137-0.00464-0.6772.250.0247
beta_ScaledIncome_lessthan_4beta_ScaledIncome_6_80.001960.503-2.580.009820.003970.483-1.730.0834
beta_ScaledIncome_lessthan_4beta_ScaledIncome_8_10-0.00192-0.4185.621.86e-08-0.00379-0.3983.919.11e-05
coef_age_65_moreB_Envir02_F10.0001970.06357.71.33e-140.0004790.1136.819.43e-12
coef_age_65_moreB_Envir03_F10.0002150.0648-6.973.07e-120.00110.25-6.95.21e-12
coef_age_65_moreB_Mobil11_F13.39e-050.0109-5.749.45e-090.0004050.0939-5.132.84e-07
coef_age_65_moreB_Mobil14_F1-0.000211-0.0623-6.885.8e-12-0.000221-0.0508-6.234.81e-10
coef_age_65_moreB_Mobil16_F1-0.000312-0.1-5.182.17e-07-0.000694-0.155-4.262.02e-05
coef_age_65_moreB_Mobil17_F1-0.000269-0.087-3.948.28e-05-0.000565-0.129-3.270.00106
coef_age_65_moreINTER_Envir020.0005060.0619-1100.001220.108-11.70
coef_age_65_moreINTER_Envir030.0005560.0635-24.300.002880.248-28.40
coef_age_65_moreINTER_Mobil118.97e-050.0109-28.700.001010.0916-31.20
coef_age_65_moreINTER_Mobil14-0.00054-0.0608-250-0.000579-0.0503-27.20
coef_age_65_moreINTER_Mobil16-0.000808-0.0987-260-0.00185-0.159-25.40
coef_age_65_moreINTER_Mobil17-0.000695-0.0848-24.40-0.00148-0.129-24.20
coef_age_65_moreSIGMA_STAR_Envir012.87e-050.0282-21.907.96e-050.0674-15.50
coef_age_65_moreSIGMA_STAR_Envir028.71e-060.00959-19.603.45e-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_Mobil146.96e-060.00803-18.40-4.03e-06-0.00391-12.70
coef_age_65_moreSIGMA_STAR_Mobil162.07e-050.0233-19.300.0001590.144-13.70
coef_age_65_moreSIGMA_STAR_Mobil171.53e-050.0162-19.406.04e-050.0534-13.60
coef_age_65_morebeta_ScaledIncome_10_more-0.000104-0.0880.003260.997-0.000444-0.1680.002110.998
coef_age_65_morebeta_ScaledIncome_4_60.0003990.1094.182.97e-050.001360.1722.970.00302
coef_age_65_morebeta_ScaledIncome_6_8-0.00027-0.0633-1.90.0568-0.00147-0.155-1.240.215
coef_age_65_morebeta_ScaledIncome_8_100.0004570.09096.565.53e-110.002340.2134.742.09e-06
coef_age_65_morebeta_ScaledIncome_lessthan_4-0.000207-0.09660.001730.999-0.000611-0.1320.001160.999
coef_haveChildrenB_Envir02_F1-9.59e-06-0.00426.148.32e-100.0003490.1126.041.55e-09
coef_haveChildrenB_Envir03_F18.56e-050.035-9.3903.75e-060.00115-8.860
coef_haveChildrenB_Mobil11_F10.0001590.0694-8.5300.0003480.109-8.058.88e-16
coef_haveChildrenB_Mobil14_F18.19e-050.0329-9.70-9.99e-05-0.0309-9.180
coef_haveChildrenB_Mobil16_F1-0.000108-0.047-7.815.55e-15-0.00056-0.169-6.623.5e-11
coef_haveChildrenB_Mobil17_F10.0001390.0608-6.692.17e-110.0002120.0654-6.111.02e-09
coef_haveChildrenINTER_Envir02-2.38e-05-0.00396-11.900.0008910.107-13.10
coef_haveChildrenINTER_Envir030.0002230.0346-25.20-1.36e-05-0.00159-27.60
coef_haveChildrenINTER_Mobil110.0004120.0681-30.400.000890.109-33.50
coef_haveChildrenINTER_Mobil140.0002080.0318-26.70-0.000228-0.0268-29.50
coef_haveChildrenINTER_Mobil16-0.000279-0.0462-27.80-0.00143-0.166-27.60
coef_haveChildrenINTER_Mobil170.0003560.0591-26.600.0004880.0573-27.80
coef_haveChildrenSIGMA_STAR_Envir01-1.09e-05-0.0145-3103.09e-050.0354-23.10
coef_haveChildrenSIGMA_STAR_Envir025.11e-060.00764-2906.39e-050.079-21.20
coef_haveChildrenSIGMA_STAR_Envir03-1.29e-06-0.00199-27.80-1.78e-05-0.0212-19.70
coef_haveChildrenSIGMA_STAR_Mobil11-1.1e-05-0.0169-280-1.95e-05-0.0221-19.80
coef_haveChildrenSIGMA_STAR_Mobil143.22e-060.00505-27.50-9.45e-06-0.0124-19.50
coef_haveChildrenSIGMA_STAR_Mobil161.99e-050.0304-28.804.58e-050.056-20.60
coef_haveChildrenSIGMA_STAR_Mobil17-7.14e-06-0.0103-28.302.29e-050.0274-20.60
coef_haveChildrenbeta_ScaledIncome_10_more-5.72e-05-0.0656-3.330.000872-8.06e-05-0.0413-2.240.0252
coef_haveChildrenbeta_ScaledIncome_4_69.18e-050.03412.510.0123.29e-050.005611.710.0868
coef_haveChildrenbeta_ScaledIncome_6_8-0.000262-0.0834-3.530.000418-0.00071-0.101-2.370.0178
coef_haveChildrenbeta_ScaledIncome_8_100.0003290.08885.46.85e-080.0007480.09183.710.000207
coef_haveChildrenbeta_ScaledIncome_lessthan_4-5.29e-05-0.0335-2.570.0102-1.52e-05-0.00443-1.780.0756
coef_haveChildrencoef_age_65_more0.0003130.181-2.710.006650.0008890.224-1.840.0657
coef_haveGAB_Envir02_F1-0.000988-0.24-1.910.0565-0.000166-0.0333-1.830.0672
coef_haveGAB_Envir03_F10.001770.401-18.700.0009890.191-14.30
coef_haveGAB_Mobil11_F10.001550.374-17.400.0009320.184-13.20
coef_haveGAB_Mobil14_F10.001510.336-1800.0001330.0258-13.50
coef_haveGAB_Mobil16_F10.00130.316-16.300.0008390.159-12.60
coef_haveGAB_Mobil17_F10.001040.254-14.300.0003010.0583-110
coef_haveGAINTER_Envir02-0.00256-0.236-13.90-0.000265-0.0201-15.20
coef_haveGAINTER_Envir030.004580.394-31.600.002540.187-31.80
coef_haveGAINTER_Mobil110.004010.368-3700.002410.185-36.60
coef_haveGAINTER_Mobil140.003920.332-32.400.0003310.0244-31.50
coef_haveGAINTER_Mobil160.003370.31-3400.0020.147-32.50
coef_haveGAINTER_Mobil170.00270.248-31.400.0007420.0548-29.70
coef_haveGASIGMA_STAR_Envir01-2.92e-05-0.0216-28.400.0001860.134-22.70
coef_haveGASIGMA_STAR_Envir022.46e-050.0204-27.105.72e-050.0445-20.90
coef_haveGASIGMA_STAR_Envir03-1.64e-05-0.014-26.20-6.21e-07-0.000465-20.10
coef_haveGASIGMA_STAR_Mobil11-1.84e-05-0.0157-26.40-3.3e-05-0.0235-20.10
coef_haveGASIGMA_STAR_Mobil142.99e-050.026-26.207.17e-050.0591-20.10
coef_haveGASIGMA_STAR_Mobil163.27e-060.00277-26.704.61e-050.0354-20.50
coef_haveGASIGMA_STAR_Mobil173.01e-060.00241-26.805.07e-050.0381-20.70
coef_haveGAbeta_ScaledIncome_10_more-0.000253-0.161-10.90-0.000297-0.0958-8.212.22e-16
coef_haveGAbeta_ScaledIncome_4_60.0004950.102-4.653.34e-060.0002340.0251-3.20.00138
coef_haveGAbeta_ScaledIncome_6_8-0.000504-0.089-8.70-0.000359-0.0321-6.253.99e-10
coef_haveGAbeta_ScaledIncome_8_100.001130.17-0.6060.5440.000980.0757-0.4070.684
coef_haveGAbeta_ScaledIncome_lessthan_4-0.000262-0.0921-9.730-0.000224-0.0411-7.273.64e-13
coef_haveGAcoef_age_65_more1.72e-050.00552-9.8600.0009420.149-7.593.15e-14
coef_haveGAcoef_haveChildren0.0001770.0771-9.0500.0003540.0758-6.555.58e-11
coef_highEducationB_Envir02_F1-0.000493-0.1862.40.0163-6.42e-07-0.0001822.350.0186
coef_highEducationB_Envir03_F10.0008140.287-1400.0005540.151-12.30
coef_highEducationB_Mobil11_F10.0007580.285-13.100.0008850.246-11.70
coef_highEducationB_Mobil14_F10.001070.371-1500.001330.363-14.70
coef_highEducationB_Mobil16_F10.0007460.281-12.700.0008290.221-110
coef_highEducationB_Mobil17_F10.0006780.257-1100.0009190.25-9.840
coef_highEducationINTER_Envir02-0.00128-0.184-12.80-4.6e-05-0.0049-140
coef_highEducationINTER_Envir030.002110.283-2800.001440.149-30.20
coef_highEducationINTER_Mobil110.001960.281-33.500.002280.246-36.70
coef_highEducationINTER_Mobil140.002760.365-30.200.003380.351-35.30
coef_highEducationINTER_Mobil160.001930.277-31.400.002170.224-32.50
coef_highEducationINTER_Mobil170.001760.253-29.300.002420.252-31.20
coef_highEducationSIGMA_STAR_Envir012.69e-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_Envir036.7e-060.00893-30.404.64e-050.0489-21.90
coef_highEducationSIGMA_STAR_Mobil11-4.15e-06-0.00552-30.501.1e-050.011-21.90
coef_highEducationSIGMA_STAR_Mobil14-2.39e-05-0.0323-29.60-3.89e-05-0.0451-21.30
coef_highEducationSIGMA_STAR_Mobil16-6.22e-06-0.00821-30.80-6.59e-05-0.0713-21.80
coef_highEducationSIGMA_STAR_Mobil17-1.09e-05-0.0135-30.70-3.87e-05-0.0409-22.10
coef_highEducationbeta_ScaledIncome_10_more-4.72e-05-0.0468-8.192.22e-169.65e-050.0438-5.768.47e-09
coef_highEducationbeta_ScaledIncome_4_65.31e-050.0171-0.540.589-0.00025-0.0378-0.3650.715
coef_highEducationbeta_ScaledIncome_6_8-7.84e-05-0.0215-6.091.12e-090.0002960.0372-4.232.37e-05
coef_highEducationbeta_ScaledIncome_8_100.0001060.02482.910.00356-0.00079-0.08581.930.0536
coef_highEducationbeta_ScaledIncome_lessthan_4-0.000109-0.0598-6.441.23e-10-0.000145-0.0374-4.477.76e-06
coef_highEducationcoef_age_65_more-0.000124-0.0621-6.129.48e-10-0.000287-0.0641-4.084.52e-05
coef_highEducationcoef_haveChildren-8.17e-05-0.0555-4.516.52e-06-0.000332-0.1-2.950.00318
coef_highEducationcoef_haveGA0.0005490.2075.671.41e-080.0002210.04193.770.00016
coef_individualHouseB_Envir02_F1-0.000328-0.1394.947.86e-07-0.000512-0.1644.535.95e-06
coef_individualHouseB_Envir03_F10.0004230.167-10.800.0006360.196-10.80
coef_individualHouseB_Mobil11_F10.000210.0887-9.4500.0001080.0341-8.570
coef_individualHouseB_Mobil14_F10.0005070.197-11.300.0007960.247-11.70
coef_individualHouseB_Mobil16_F10.0002110.089-9.1300.0001380.0417-8.134.44e-16
coef_individualHouseB_Mobil17_F10.0001540.0654-7.564.04e-14-8.75e-06-0.00271-6.712e-11
coef_individualHouseINTER_Envir02-0.000849-0.137-11.90-0.00138-0.166-12.40
coef_individualHouseINTER_Envir030.001090.165-26.200.001650.193-29.80
coef_individualHouseINTER_Mobil110.0005450.0874-30.900.0002890.0354-33.10
coef_individualHouseINTER_Mobil140.001320.194-27.900.0020.235-32.60
coef_individualHouseINTER_Mobil160.0005480.0879-28.900.0004110.0481-29.80
coef_individualHouseINTER_Mobil170.0003980.0639-270-2.06e-05-0.00243-27.70
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-05-0.0135-21.90
coef_individualHouseSIGMA_STAR_Envir03-1.07e-05-0.016-28.502.56e-050.0306-21.20
coef_individualHouseSIGMA_STAR_Mobil119.55e-060.0143-29.207.94e-060.00902-21.20
coef_individualHouseSIGMA_STAR_Mobil14-2.05e-05-0.0311-280-2.38e-05-0.0313-20.70
coef_individualHouseSIGMA_STAR_Mobil167.7e-060.0114-29.401.22e-050.0149-21.60
coef_individualHouseSIGMA_STAR_Mobil176.14e-060.00856-29.40-1.71e-06-0.00205-21.70
coef_individualHousebeta_ScaledIncome_10_more-9.31e-05-0.103-4.64.22e-06-0.000206-0.106-3.130.00174
coef_individualHousebeta_ScaledIncome_4_60.0002190.07881.750.08050.0006230.1071.230.219
coef_individualHousebeta_ScaledIncome_6_8-0.000325-0.1-4.143.42e-05-0.000776-0.111-2.810.00502
coef_individualHousebeta_ScaledIncome_8_100.0004290.1124.811.48e-060.0008110.13.30.000954
coef_individualHousebeta_ScaledIncome_lessthan_4-0.000137-0.0841-3.550.000381-0.000391-0.114-2.430.0153
coef_individualHousecoef_age_65_more-0.000233-0.13-3.30.000968-0.000766-0.194-2.150.0314
coef_individualHousecoef_haveChildren-8.89e-05-0.0676-1.220.223-0.00035-0.12-0.7980.425
coef_individualHousecoef_haveGA7.73e-050.03267.922.44e-15-0.000209-0.04495.592.33e-08
coef_individualHousecoef_highEducation0.000170.1123.60.0003130.0003810.1152.450.0143
coef_interceptB_Envir02_F10.00030.0362-14.100.0003330.0315-10.50
coef_interceptB_Envir03_F19.11e-050.0103-21.700.0006570.0597-16.80
coef_interceptB_Mobil11_F1-1.25e-05-0.0015-21.200.0001070.00993-160
coef_interceptB_Mobil14_F1-0.000385-0.0426-21.40-0.000353-0.0323-16.50
coef_interceptB_Mobil16_F12.37e-050.00285-21.100.0004150.0371-15.90
coef_interceptB_Mobil17_F1-0.00016-0.0193-20.10-8.6e-05-0.00785-15.20
coef_interceptINTER_Envir020.001230.0562-21.800.001080.0385-19.30
coef_interceptINTER_Envir03-0.000373-0.016-31.600.001040.0361-29.70
coef_interceptINTER_Mobil11-0.000539-0.0246-35.40-0.000154-0.00557-32.10
coef_interceptINTER_Mobil14-0.0016-0.0675-320-0.0014-0.0487-300
coef_interceptINTER_Mobil16-0.000422-0.0193-3400.0005740.0198-30.40
coef_interceptINTER_Mobil17-0.000795-0.0363-32.30-0.000686-0.0239-28.70
coef_interceptSIGMA_STAR_Envir011.63e-050.00598-28.60-0.000297-0.101-20.20
coef_interceptSIGMA_STAR_Envir021.8e-050.00742-27.70-9.36e-06-0.00343-19.70
coef_interceptSIGMA_STAR_Envir03-3.88e-05-0.0165-27.20-0.000196-0.069-19.30
coef_interceptSIGMA_STAR_Mobil11-1.59e-05-0.00678-27.40-0.000123-0.0411-19.40
coef_interceptSIGMA_STAR_Mobil143.61e-050.0156-27.202.95e-050.0114-19.40
coef_interceptSIGMA_STAR_Mobil16-1.8e-05-0.00759-27.502.85e-050.0103-19.60
coef_interceptSIGMA_STAR_Mobil175.03e-060.002-27.604.46e-050.0158-19.70
coef_interceptbeta_ScaledIncome_10_more-0.000535-0.169-19.20-0.00117-0.178-13.50
coef_interceptbeta_ScaledIncome_4_60.003910.401-18.600.007710.39-130
coef_interceptbeta_ScaledIncome_6_8-0.0031-0.272-160-0.00631-0.266-11.20
coef_interceptbeta_ScaledIncome_8_100.002810.209-12.700.005960.217-8.930
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-1.92e-06-0.000416-18.301.56e-050.00157-12.90
coef_interceptcoef_haveGA-7.77e-05-0.00933-12.500.0002640.0168-9.010
coef_interceptcoef_highEducation-0.000218-0.0408-160-5.15e-05-0.0046-11.40
coef_interceptcoef_individualHouse-0.000335-0.0703-17.40-0.000201-0.0204-12.50
coef_maleB_Envir02_F1-6.39e-05-0.03027.787.11e-15-0.000686-0.2356.662.78e-11
coef_maleB_Envir03_F1-0.000121-0.0532-7.711.27e-147.47e-050.0246-7.721.2e-14
coef_maleB_Mobil11_F1-0.000313-0.147-6.421.35e-10-0.00069-0.231-5.71.17e-08
coef_maleB_Mobil14_F1-4.99e-05-0.0216-8.134.44e-160.0002270.0752-8.420
coef_maleB_Mobil16_F1-5.32e-05-0.0251-6.421.38e-100.0002740.0885-6.176.99e-10
coef_maleB_Mobil17_F1-0.000266-0.126-4.771.87e-06-0.000614-0.202-4.192.79e-05
coef_maleINTER_Envir02-0.000164-0.0294-11.20-0.00181-0.234-11.20
coef_maleINTER_Envir03-0.000311-0.0522-24.300.0001950.0243-27.20
coef_maleINTER_Mobil11-0.00081-0.145-28.60-0.00179-0.234-29.80
coef_maleINTER_Mobil14-0.000134-0.0221-25.900.0005420.068-29.90
coef_maleINTER_Mobil16-0.000139-0.0249-27.300.0006650.0829-29.10
coef_maleINTER_Mobil17-0.000693-0.124-25.10-0.00154-0.194-25.40
coef_maleSIGMA_STAR_Envir018.87e-060.0128-30.20-3.83e-05-0.0468-21.80
coef_maleSIGMA_STAR_Envir02-1.8e-05-0.0291-27.30-1.6e-05-0.0212-19.70
coef_maleSIGMA_STAR_Envir03-3.65e-06-0.00609-26.40-1.15e-05-0.0146-18.80
coef_maleSIGMA_STAR_Mobil112.3e-050.0384-27.302.98e-050.0361-19.20
coef_maleSIGMA_STAR_Mobil14-1.59e-05-0.0269-25.80-8.4e-06-0.0118-18.60
coef_maleSIGMA_STAR_Mobil16-7.53e-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_more3.37e-050.0417-0.7780.4361.16e-050.00637-0.5060.613
coef_malebeta_ScaledIncome_4_6-0.000147-0.0593.850.0001195.69e-050.01042.720.00652
coef_malebeta_ScaledIncome_6_80.0001270.0437-2.460.01391.84e-050.0028-1.640.101
coef_malebeta_ScaledIncome_8_10-0.000234-0.06846.244.44e-10-0.000284-0.03734.321.6e-05
coef_malebeta_ScaledIncome_lessthan_4-2.57e-05-0.0176-0.5640.573-0.000167-0.0522-0.3780.706
coef_malecoef_age_65_more-0.000297-0.185-0.4960.62-0.000899-0.243-0.320.749
coef_malecoef_haveChildren-3.69e-05-0.03132.370.0179-0.000326-0.1191.490.136
coef_malecoef_haveGA-0.000218-0.10310.10-0.000457-0.1057.293.16e-13
coef_malecoef_highEducation-0.000137-0.1016.672.57e-11-0.00043-0.1394.371.26e-05
coef_malecoef_individualHouse-3.16e-05-0.02593.620.000293-3.11e-05-0.01142.440.0147
coef_malecoef_intercept-0.000116-0.027219.10-0.000195-0.021113.50
coef_moreThanOneBikeB_Envir02_F1-0.000835-0.2951.920.0553-0.000828-0.2311.790.0732
coef_moreThanOneBikeB_Envir03_F10.0008790.29-14.300.0005510.148-12.50
coef_moreThanOneBikeB_Mobil11_F10.0005980.21-12.70-6.33e-05-0.0173-10.30
coef_moreThanOneBikeB_Mobil14_F10.0009550.309-14.700.000780.211-13.50
coef_moreThanOneBikeB_Mobil16_F10.0007280.256-12.800.0004380.115-10.60
coef_moreThanOneBikeB_Mobil17_F10.00050.177-10.70-2.48e-05-0.00666-8.770
coef_moreThanOneBikeINTER_Envir02-0.00216-0.29-12.50-0.0021-0.221-13.20
coef_moreThanOneBikeINTER_Envir030.002270.285-28.200.001390.142-30.30
coef_moreThanOneBikeINTER_Mobil110.001550.207-330-0.000163-0.0174-33.30
coef_moreThanOneBikeINTER_Mobil140.002470.305-29.900.001880.192-33.20
coef_moreThanOneBikeINTER_Mobil160.001880.251-31.300.001080.11-31.30
coef_moreThanOneBikeINTER_Mobil170.00130.173-28.90-6.14e-05-0.0063-28.50
coef_moreThanOneBikeSIGMA_STAR_Envir011.08e-050.0116-32.304.59e-050.0459-24.90
coef_moreThanOneBikeSIGMA_STAR_Envir02-1.97e-05-0.0238-29.90-4.5e-05-0.0486-22.40
coef_moreThanOneBikeSIGMA_STAR_Envir03-1.88e-06-0.00234-29.20-1.9e-06-0.00197-21.80
coef_moreThanOneBikeSIGMA_STAR_Mobil111.67e-050.0208-29.705.63e-070.000556-220
coef_moreThanOneBikeSIGMA_STAR_Mobil14-6.31e-06-0.00797-28.80-2.52e-05-0.0288-21.50
coef_moreThanOneBikeSIGMA_STAR_Mobil16-3.31e-06-0.00408-29.702.74e-050.0292-22.40
coef_moreThanOneBikeSIGMA_STAR_Mobil175.2e-060.00604-29.80-5.87e-05-0.0612-22.10
coef_moreThanOneBikebeta_ScaledIncome_10_more-7.75e-05-0.0717-8.272.22e-165.75e-050.0257-6.071.28e-09
coef_moreThanOneBikebeta_ScaledIncome_4_60.0002190.0656-0.8910.3733.63e-060.000541-0.6070.544
coef_moreThanOneBikebeta_ScaledIncome_6_8-0.000341-0.0874-6.157.75e-10-9.26e-05-0.0115-4.341.42e-05
coef_moreThanOneBikebeta_ScaledIncome_8_100.0005110.1112.710.00672-0.000178-0.01911.790.0735
coef_moreThanOneBikebeta_ScaledIncome_lessthan_4-0.000214-0.109-6.536.4e-11-0.000443-0.113-4.614.12e-06
coef_moreThanOneBikecoef_age_65_more0.0002740.128-7.032.07e-120.0007130.157-4.881.04e-06
coef_moreThanOneBikecoef_haveChildren-0.000414-0.262-4.439.34e-06-0.00102-0.302-3.010.00264
coef_moreThanOneBikecoef_haveGA0.000370.134.947.95e-07-0.000468-0.08753.270.00107
coef_moreThanOneBikecoef_highEducation0.0004050.222-0.5530.580.0004890.129-0.3630.716
coef_moreThanOneBikecoef_individualHouse-7.99e-06-0.0049-3.770.000162-2.14e-05-0.0064-2.640.00832
coef_moreThanOneBikecoef_intercept-0.000412-0.07215.50-0.000266-0.023411.20
coef_moreThanOneBikecoef_male-2.2e-05-0.015-7.187.01e-130.0002120.0674-5.162.49e-07
coef_moreThanOneCarB_Envir02_F10.001410.45618.600.001130.33616.80
coef_moreThanOneCarB_Envir03_F1-0.0017-0.512-0.4530.651-0.0012-0.344-0.4770.633
coef_moreThanOneCarB_Mobil11_F1-0.00131-0.4230.6480.517-0.000719-0.210.6790.497
coef_moreThanOneCarB_Mobil14_F1-0.00182-0.539-0.7740.439-0.00148-0.427-0.8110.418
coef_moreThanOneCarB_Mobil16_F1-0.00134-0.4330.8860.375-0.000832-0.2340.9040.366
coef_moreThanOneCarB_Mobil17_F1-0.000861-0.2792.140.03260.0001960.05612.380.0175
coef_moreThanOneCarINTER_Envir020.003650.448-9.0400.002890.325-9.530
coef_moreThanOneCarINTER_Envir03-0.00439-0.503-18.80-0.00304-0.33-21.20
coef_moreThanOneCarINTER_Mobil11-0.0034-0.416-23.20-0.00181-0.207-26.20
coef_moreThanOneCarINTER_Mobil14-0.00472-0.532-20.10-0.00379-0.414-22.70
coef_moreThanOneCarINTER_Mobil16-0.00348-0.425-21.40-0.00209-0.227-23.10
coef_moreThanOneCarINTER_Mobil17-0.00223-0.272-20.600.0004930.054-23.60
coef_moreThanOneCarSIGMA_STAR_Envir01-1.55e-05-0.0152-11.80-0.000199-0.212-9.820
coef_moreThanOneCarSIGMA_STAR_Envir021.92e-050.0212-9.6305.49e-050.0633-8.390
coef_moreThanOneCarSIGMA_STAR_Envir036.47e-060.00738-8.6402.02e-050.0224-7.441.03e-13
coef_moreThanOneCarSIGMA_STAR_Mobil11-8.18e-06-0.00932-8.850-5.2e-06-0.00549-7.583.42e-14
coef_moreThanOneCarSIGMA_STAR_Mobil141.09e-050.0126-8.306.77e-050.0827-7.263.77e-13
coef_moreThanOneCarSIGMA_STAR_Mobil161.47e-060.00166-9.1302.03e-050.0231-7.92.89e-15
coef_moreThanOneCarSIGMA_STAR_Mobil17-1.79e-05-0.019-9.2402.15e-060.00239-8.066.66e-16
coef_moreThanOneCarbeta_ScaledIncome_10_more0.0001470.12510.201.04e-050.004997.642.11e-14
coef_moreThanOneCarbeta_ScaledIncome_4_6-0.000569-0.1569.160-0.000339-0.05396.982.9e-12
coef_moreThanOneCarbeta_ScaledIncome_6_80.0005070.1193.410.0006618.14e-050.01082.290.0219
coef_moreThanOneCarbeta_ScaledIncome_8_10-0.00112-0.22310.10-0.000456-0.05217.593.15e-14
coef_moreThanOneCarbeta_ScaledIncome_lessthan_40.0002470.1168.4600.0001340.03646.186.44e-10
coef_moreThanOneCarcoef_age_65_more0.0002220.09498.011.11e-150.0003330.07835.86.46e-09
coef_moreThanOneCarcoef_haveChildren-5.06e-05-0.02931100.0002680.08528.810
coef_moreThanOneCarcoef_haveGA-0.000903-0.2914.400.0002390.047812.90
coef_moreThanOneCarcoef_highEducation-0.000488-0.244130-0.000375-0.10510.40
coef_moreThanOneCarcoef_individualHouse-0.000447-0.25110.80-0.000932-0.2978.134.44e-16
coef_moreThanOneCarcoef_intercept-6.76e-05-0.010822.50-0.000295-0.027716.10
coef_moreThanOneCarcoef_male4.89e-050.03069.580-0.000151-0.051472.64e-12
coef_moreThanOneCarcoef_moreThanOneBike-0.000791-0.3712.40-0.000829-0.2310.10

Smallest eigenvalue: 11.1739

Largest eigenvalue: 108389

Condition number: 9700.12