biogeme 3.1.0 [October 1, 2018]

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

This file has automatically been generated on 2018-12-27 16:16:30.981206

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:	26triangularPanelMixture.html
Database name:	swissmetro

Estimation report

Number of estimated parameters:	7
Sample size:	752
Observations:	6768
Excluded observations:	3960
Init log likelihood:	-6964.663
Final log likelihood:	-3872.108
Likelihood ratio test for the init. model:	6185.109
Rho-square for the init. model:	0.444
Rho-square-bar for the init. model:	0.443
Akaike Information Criterion:	7758.217
Bayesian Information Criterion:	7790.576
Final gradient norm:	4.1026E-02
Diagnostic:	b'CONVERGENCE: NORM_OF_PROJECTED_GRADIENT_<=_PGTOL'
Database readings:	36
Iterations:	29
Data processing time:	0:00:00.000007
Number of draws:	500
Draws generation time:	0:00:00.810735
Optimization time:	0:03:42.884515
Nbr of threads:	8

Estimated parameters

Click on the headers of the columns to sort the table [Credits]

Name	Value	Std err	t-test	p-value	Rob. Std err	Rob. t-test	Rob. p-value
ASC_CAR	-0.957	0.207	-4.63	3.69e-06	1.13	-0.844	0.399
ASC_TRAIN	-2.35	0.257	-9.14	0	0.702	-3.35	0.000817
B_COST	-2.51	0.158	-15.9	0	0.504	-4.99	6.02e-07
B_TIME	-2.71	0.137	-19.7	0	0.749	-3.61	0.000301
SIGMA_CAR	-7.98	0.678	-11.8	0	3.13	-2.55	0.0107
SIGMA_SM	-5.01	0.525	-9.56	0	2.15	-2.33	0.0197
SIGMA_TRAIN	-7.29	0.563	-12.9	0	0.816	-8.94	0

Correlation of coefficients

Click on the headers of the columns to sort the table [Credits]

Coefficient1	Coefficient2	Covariance	Correlation	t-test	p-value	Rob. cov.	Rob. corr.	Rob. t-test	Rob. p-value
ASC_TRAIN	ASC_CAR	0.013	0.245	-4.84	1.32e-06	0.682	0.857	-2.17	0.0303
B_COST	ASC_CAR	0.0142	0.435	-7.86	4e-15	0.376	0.659	-1.76	0.0789
B_COST	ASC_TRAIN	0.00255	0.0627	-0.564	0.573	0.199	0.563	-0.28	0.779
B_TIME	ASC_CAR	0.000181	0.00638	-7.07	1.49e-12	-0.639	-0.752	-0.99	0.322
B_TIME	ASC_TRAIN	-0.00876	-0.249	-1.12	0.263	-0.471	-0.895	-0.253	0.8
B_TIME	B_COST	0.00786	0.362	-1.15	0.251	-0.152	-0.402	-0.182	0.855
SIGMA_CAR	ASC_CAR	0.0748	0.534	-11.8	0	3.41	0.963	-3.41	0.000645
SIGMA_CAR	ASC_TRAIN	-0.000654	-0.00375	-7.76	8.22e-15	1.63	0.743	-2.13	0.0334
SIGMA_CAR	B_COST	0.0599	0.559	-9.06	0	0.945	0.6	-1.92	0.0553
SIGMA_CAR	B_TIME	0.0395	0.425	-8.35	0	-1.41	-0.604	-1.45	0.146
SIGMA_SM	ASC_CAR	0.0298	0.275	-7.98	1.55e-15	2.34	0.962	-3.68	0.000236
SIGMA_SM	ASC_TRAIN	0.00521	0.0386	-4.63	3.67e-06	1.21	0.803	-1.62	0.104
SIGMA_SM	B_COST	0.0328	0.396	-5.16	2.51e-07	0.782	0.722	-1.37	0.17
SIGMA_SM	B_TIME	0.0212	0.295	-4.6	4.32e-06	-1.06	-0.66	-0.852	0.394
SIGMA_SM	SIGMA_CAR	0.15	0.422	4.51	6.46e-06	6.46	0.96	2.44	0.0148
SIGMA_TRAIN	ASC_CAR	0.00135	0.0116	-10.6	0	-0.658	-0.712	-3.5	0.000457
SIGMA_TRAIN	ASC_TRAIN	0.0979	0.675	-11.4	0	-0.29	-0.507	-3.75	0.000178
SIGMA_TRAIN	B_COST	-0.000988	-0.0111	-8.14	4.44e-16	-0.222	-0.54	-4.09	4.29e-05
SIGMA_TRAIN	B_TIME	0.00135	0.0175	-7.94	2e-15	0.381	0.624	-6.73	1.71e-11
SIGMA_TRAIN	SIGMA_CAR	-0.0211	-0.0553	0.765	0.444	-1.73	-0.677	0.186	0.853
SIGMA_TRAIN	SIGMA_SM	-0.0554	-0.187	-2.72	0.00655	-1.23	-0.699	-0.82	0.412

Smallest eigenvalue: 1.73496

Smallest singular value: 1.73496