biogeme 3.1.0 [October 1, 2018]

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 2018-12-27 15:59:02.941545

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:	15panelDiscrete.html
Database name:	swissmetro

Estimation report

Number of estimated parameters:	8
Sample size:	752
Observations:	6768
Excluded observations:	3960
Init log likelihood:	-3613.821
Final log likelihood:	-3611.339
Likelihood ratio test for the init. model:	4.964714
Rho-square for the init. model:	0.000687
Rho-square-bar for the init. model:	-0.00153
Akaike Information Criterion:	7238.678
Bayesian Information Criterion:	7275.66
Final gradient norm:	3.0897E-02
Diagnostic:	b'CONVERGENCE: NORM_OF_PROJECTED_GRADIENT_<=_PGTOL'
Database readings:	30
Iterations:	27
Data processing time:	0:00:00.000007
Number of draws:	1000
Draws generation time:	0:00:01.760401
Optimization time:	0:11:54.547105
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	0.218	0.208	1.05	0.296	0.228	0.954	0.34
ASC_TRAIN	-0.768	0.205	-3.75	0.00018	0.208	-3.69	0.000227
B_COST	-3.28	0.19	-17.3	0	0.375	-8.75	0
B_TIME	-6.87	0.348	-19.7	0	0.469	-14.6	0
SIGMA_CAR	3.84	0.232	16.6	0	0.334	11.5	0
SIGMA_SM	1.67	0.23	7.25	4.18e-13	0.221	7.53	4.91e-14
SIGMA_TRAIN	2.21	0.259	8.52	0	0.23	9.62	0
W_OTHER	0.758	0.0264	28.7	0	0.0303	25	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	0.0119	0.279	-3.97	7.07e-05	0.0159	0.334	-3.91	9.4e-05
B_COST	ASC_CAR	0.00966	0.245	-14.3	0	0.0116	0.135	-8.5	0
B_COST	ASC_TRAIN	0.00181	0.0466	-9.2	0	-0.00307	-0.0394	-5.76	8.35e-09
B_TIME	ASC_CAR	-0.0123	-0.17	-16.3	0	-0.0279	-0.261	-12.4	0
B_TIME	ASC_TRAIN	-0.00194	-0.0272	-14.9	0	0.00573	0.0586	-12.2	0
B_TIME	B_COST	0.0319	0.482	-11.8	0	0.0343	0.195	-6.65	2.99e-11
SIGMA_CAR	ASC_CAR	-0.00436	-0.0905	11.2	0	-0.0104	-0.137	8.44	0
SIGMA_CAR	ASC_TRAIN	-0.00477	-0.1	14.2	0	-0.0121	-0.174	10.9	0
SIGMA_CAR	B_COST	-0.0276	-0.628	18.7	0	0.0391	0.313	17.1	0
SIGMA_CAR	B_TIME	-0.0453	-0.562	20.8	0	-0.0766	-0.489	15.4	0
SIGMA_SM	ASC_CAR	0.00101	0.0212	4.73	2.28e-06	-0.000362	-0.00716	4.55	5.43e-06
SIGMA_SM	ASC_TRAIN	0.00338	0.0716	8.2	2.22e-16	-0.00111	-0.0241	7.92	2.44e-15
SIGMA_SM	B_COST	-0.0118	-0.269	14.7	0	-0.0284	-0.343	9.97	0
SIGMA_SM	B_TIME	-0.0266	-0.332	17.9	0	-0.0469	-0.452	14.2	0
SIGMA_SM	SIGMA_CAR	0.00474	0.0889	-6.98	3.05e-12	0.0105	0.143	-5.83	5.7e-09
SIGMA_TRAIN	ASC_CAR	-0.00195	-0.0362	5.89	3.94e-09	-0.000206	-0.00393	6.14	8.12e-10
SIGMA_TRAIN	ASC_TRAIN	-0.0231	-0.435	7.55	4.44e-14	-0.0193	-0.404	8.11	4.44e-16
SIGMA_TRAIN	B_COST	0.00302	0.0614	17.6	0	0.0215	0.25	14.2	0
SIGMA_TRAIN	B_TIME	-0.00345	-0.0383	20.5	0	-0.0111	-0.103	16.7	0
SIGMA_TRAIN	SIGMA_CAR	0.00745	0.124	-5.02	5.28e-07	0.0153	0.2	-4.47	7.78e-06
SIGMA_TRAIN	SIGMA_SM	-0.0278	-0.466	1.29	0.197	-0.0173	-0.34	1.47	0.143
W_OTHER	ASC_CAR	0.000263	0.0478	2.59	0.00956	0.000583	0.0845	2.37	0.0176
W_OTHER	ASC_TRAIN	0.00149	0.274	7.65	2e-14	0.00258	0.409	7.71	1.24e-14
W_OTHER	B_COST	0.000765	0.152	21.5	0	-0.000599	-0.0528	10.7	0
W_OTHER	B_TIME	0.00397	0.432	22.6	0	0.00786	0.554	16.8	0
W_OTHER	SIGMA_CAR	-0.00113	-0.185	-13	0	-0.00386	-0.382	-8.9	0
W_OTHER	SIGMA_SM	-0.00105	-0.172	-3.86	0.000115	-0.00169	-0.252	-3.94	8.02e-05
W_OTHER	SIGMA_TRAIN	0.000454	0.0662	-5.6	2.09e-08	-0.000646	-0.093	-6.19	5.85e-10

Smallest eigenvalue: 6.05784

Smallest singular value: 6.05784