This file has automatically been generated.
08/03/06 20:19:22
Telephone 3-3 |
Model: | Mixed Multinomial Logit |
Number of draws: | 2000 |
Number of estimated parameters: | 9 |
Number of observations: | 434 |
Number of individuals: | 434 |
Null log-likelihood: | -560.25 |
Init log-likelihood: | -477.781 |
Final log-likelihood: | -471.135 |
Likelihood ratio test: | 178.229 |
Rho-square: | 0.159062 |
Adjusted rho-square: | 0.142998 |
Final gradient norm: | 2.90957e-006 |
Variance-covariance: | from finite difference hessian |
Name | Value | Std err | t-test | Robust Std err | Robust t-test | |||
---|---|---|---|---|---|---|---|---|
ASC1 | -3.2966229e+000 | +5.0207437e-001 | -6.5660052e+000 | +4.5391763e-001 | -7.2626016e+000 | |||
ASC2 | -2.5489297e+000 | +4.7528368e-001 | -5.3629648e+000 | +4.1764586e-001 | -6.1030885e+000 | |||
ASC3 | -1.3679949e+000 | +4.2983330e-001 | -3.1826174e+000 | +3.9989030e-001 | -3.4209256e+000 | |||
ASC4 | -1.0510796e+000 | +8.7002759e-001 | -1.2080992e+000 | * | +8.0561599e-001 | -1.3046906e+000 | * | |
ASC5 | +0.0000000e+000 | fixed | ||||||
LCOST | -2.7012857e+000 | +4.1598624e-001 | -6.4936900e+000 | +3.4672016e-001 | -7.7909681e+000 | |||
sigma1 | +0.0000000e+000 | fixed | ||||||
sigma2 | -2.8425653e-001 | +1.2736821e+000 | -2.2317699e-001 | * | +6.3062430e-001 | -4.5075416e-001 | * | |
sigma3 | -2.9058072e+000 | +1.0176084e+000 | -2.8555260e+000 | +9.0575027e-001 | -3.2081770e+000 | |||
sigma4 | -1.9021091e-001 | +3.1244164e+000 | -6.0878860e-002 | * | +5.2563070e-001 | -3.6187177e-001 | * | |
sigma5 | +2.5758726e-001 | +1.5264612e+000 | +1.6874799e-001 | * | +7.9443991e-001 | +3.2423757e-001 | * |
Name | Value | Std err | t-test 1 | Robust Std err | Robust t-test 1 | ||
---|---|---|---|---|---|---|---|
Scale1 | +1.0000000e+000 | fixed |
1 | Alt1 | av1 | ASC1 [ sigma1 ] * one + LCOST * lcost1 |
2 | Alt2 | av2 | ASC2 [ sigma2 ] * one + LCOST * lcost2 |
3 | Alt3 | av3 | ASC3 [ sigma3 ] * one + LCOST * lcost3 |
4 | Alt4 | av4 | ASC4 [ sigma4 ] * one + LCOST * lcost4 |
5 | Alt5 | av5 | ASC5 [ sigma5 ] * one + LCOST * lcost5 |
Name | Value | Std err | t-test | Robust Std err | Robust t-test |
---|---|---|---|---|---|
ASC1_sigma1 | +0.0000000e+000 | fixed | |||
ASC2_sigma2 | +8.0801773e-002 | +7.2410488e-001 | +1.1158849e-001 | ||
ASC3_sigma3 | +8.4437154e+000 | +5.9139475e+000 | +1.4277630e+000 | ||
ASC4_sigma4 | +3.6180190e-002 | +1.1885962e+000 | +3.0439430e-002 | ||
ASC5_sigma5 | +6.6351198e-002 | +7.8639392e-001 | +8.4373997e-002 |
Coefficient1 | Coefficient2 | Covariance | Correlation | t-test | Rob. cov. | Rob. corr. | Rob. t-test | ||
---|---|---|---|---|---|---|---|---|---|
sigma2 | sigma4 | -4.2041039e-002 | -1.0564367e-002 | -2.7770810e-002 | * | -5.5702037e-002 | -1.6804270e-001 | -1.0612043e-001 | * |
sigma4 | sigma5 | -2.2618483e-001 | -4.7425160e-002 | -1.2643195e-001 | * | -1.9479587e-002 | -4.6648530e-002 | -4.6030869e-001 | * |
LCOST | sigma3 | 2.4950838e-001 | 5.8942084e-001 | 2.4279853e-001 | * | 1.6370208e-001 | 5.2127468e-001 | 2.6118001e-001 | * |
sigma2 | sigma5 | 1.1823606e-001 | 6.0813941e-002 | -2.8108871e-001 | * | 1.4862912e-001 | 2.9666899e-001 | -6.3350212e-001 | * |
ASC4 | sigma4 | 6.6262300e-001 | 2.4376120e-001 | -2.8391755e-001 | * | -5.5592387e-002 | -1.3128241e-001 | -8.4557956e-001 | * |
ASC3 | ASC4 | 8.0791593e-002 | 2.1603946e-001 | -3.5880798e-001 | * | 5.6771026e-002 | 1.7622106e-001 | -3.8004045e-001 | * |
ASC3 | sigma4 | 1.8051777e-002 | 1.3441601e-002 | -3.7412352e-001 | * | 1.4801614e-003 | 7.0418615e-003 | -1.7893760e+000 | * |
ASC2 | sigma3 | 2.4075699e-001 | 4.9778905e-001 | 4.0410823e-001 | * | 1.7116089e-001 | 4.5246802e-001 | 4.4180674e-001 | * |
ASC1 | sigma3 | 2.5211824e-001 | 4.9346407e-001 | -4.4155909e-001 | * | 1.8126811e-001 | 4.4089573e-001 | -4.7964999e-001 | * |
ASC4 | sigma2 | 5.2852818e-002 | 4.7695135e-002 | -5.0856552e-001 | * | -1.1231140e-002 | -2.2106759e-002 | -7.4160482e-001 | * |
ASC2 | LCOST | 1.6201760e-001 | 8.1946484e-001 | 5.5668223e-001 | * | 1.2057742e-001 | 8.3268113e-001 | 6.5876593e-001 | * |
ASC2 | sigma4 | 3.0334064e-002 | 2.0427197e-002 | -7.4862216e-001 | * | 1.2083001e-003 | 5.5040948e-003 | -3.5228344e+000 | |
ASC4 | sigma5 | 1.5620279e-002 | 1.1761697e-002 | -7.4863009e-001 | * | -5.3310474e-003 | -8.3295859e-003 | -1.1518536e+000 | * |
LCOST | sigma4 | 5.8096236e-002 | 4.4699238e-002 | -8.0136390e-001 | * | 1.2556460e-002 | 6.8898125e-002 | -4.1204513e+000 | |
sigma3 | sigma4 | 6.5005472e-002 | 2.0445622e-002 | -8.3144592e-001 | * | 1.7880663e-002 | 3.7557306e-002 | -2.6364890e+000 | |
ASC3 | sigma2 | 9.8910951e-002 | 1.8066885e-001 | -8.5431759e-001 | * | 1.7633610e-002 | 6.9924546e-002 | -1.4995161e+000 | * |
ASC1 | sigma4 | 3.4223169e-002 | 2.1816409e-002 | -9.8501612e-001 | * | 3.9450326e-004 | 1.6534567e-003 | -4.4765449e+000 | |
ASC3 | sigma5 | -1.0220391e-001 | -1.5576923e-001 | -9.8579023e-001 | * | -8.3220196e-002 | -2.6195507e-001 | -1.6612783e+000 | * |
ASC4 | sigma3 | 6.7026971e-002 | 7.5706976e-002 | 1.4402330e+000 | * | 3.7577505e-002 | 5.1498123e-002 | 1.5707623e+000 | * |
sigma3 | sigma5 | -6.3567905e-001 | -4.0923377e-001 | -1.4690490e+000 | * | -3.0721944e-001 | -4.2695212e-001 | -2.2008614e+000 | |
LCOST | sigma5 | -3.4053730e-001 | -5.3629031e-001 | -1.6581582e+000 | * | -7.2186383e-002 | -2.6206869e-001 | -3.1263644e+000 | |
ASC2 | sigma5 | -1.4544091e-001 | -2.0046932e-001 | -1.6633537e+000 | * | -5.0677343e-002 | -1.5273712e-001 | -2.9470246e+000 | |
ASC2 | ASC4 | 1.0128164e-001 | 2.4493159e-001 | -1.6956776e+000 | * | 7.6939808e-002 | 2.2867297e-001 | -1.8305086e+000 | * |
sigma2 | sigma3 | 1.6071308e-001 | 1.2399653e-001 | 1.7150933e+000 | * | -1.9197951e-002 | -3.3610556e-002 | 2.3387446e+000 | |
ASC4 | LCOST | 6.1664071e-002 | 1.7038062e-001 | 1.8373493e+000 | * | 5.6179034e-002 | 2.0112548e-001 | 2.0360909e+000 | |
ASC3 | sigma3 | 2.9415008e-001 | 6.7249371e-001 | 1.9344188e+000 | * | 2.3969837e-001 | 6.6178319e-001 | 2.1728423e+000 | |
LCOST | sigma2 | 1.3973778e-001 | 2.6373868e-001 | -1.9631610e+000 | 6.0889240e-003 | 2.7847792e-002 | -3.3987960e+000 | ||
ASC2 | sigma2 | 2.7211640e-001 | 4.4951146e-001 | -1.9832559e+000 | 6.8136574e-002 | 2.5870297e-001 | -3.4303705e+000 | ||
ASC1 | sigma5 | -1.7849507e-001 | -2.3290157e-001 | -2.0731563e+000 | -5.9112983e-002 | -1.6392484e-001 | -3.6362191e+000 | ||
ASC1 | LCOST | 1.7498277e-001 | 8.3781527e-001 | -2.1715825e+000 | 1.3376225e-001 | 8.4991875e-001 | -2.4565588e+000 | ||
ASC1 | ASC4 | 1.0827941e-001 | 2.4788189e-001 | -2.5224966e+000 | 8.1059548e-002 | 2.2166598e-001 | -2.6975770e+000 | ||
ASC1 | sigma2 | 2.3241582e-001 | 3.6344324e-001 | -2.5373083e+000 | 5.7639858e-002 | 2.0136090e-001 | -4.3102097e+000 | ||
ASC3 | LCOST | 1.1116220e-001 | 6.2169602e-001 | 3.6223662e+000 | 9.0079913e-002 | 6.4969272e-001 | 4.2169252e+000 | ||
ASC2 | ASC3 | 1.5612132e-001 | 7.6420392e-001 | -3.7645179e+000 | 1.2609524e-001 | 7.5500466e-001 | -4.1202401e+000 | ||
ASC1 | ASC2 | 2.2538014e-001 | 9.4448419e-001 | -4.5324762e+000 | 1.7730504e-001 | 9.3526752e-001 | -4.6496038e+000 | ||
ASC1 | ASC3 | 1.6354281e-001 | 7.5781527e-001 | -5.8216590e+000 | 1.3402495e-001 | 7.3835929e-001 | -6.1638096e+000 |
Smallest singular value of the hessian: 1.0183331e-001