This file has automatically been generated.
08/03/06 20:41:25
Telephone 3-5 |
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: | -476.199 |
Likelihood ratio test: | 168.101 |
Rho-square: | 0.150023 |
Adjusted rho-square: | 0.133959 |
Final gradient norm: | 9.27486e-006 |
Variance-covariance: | from finite difference hessian |
Name | Value | Std err | t-test | Robust Std err | Robust t-test | |||
---|---|---|---|---|---|---|---|---|
ASC1 | -5.1166411e+000 | +1.5730877e+000 | -3.2526102e+000 | +2.1570918e+000 | -2.3720090e+000 | |||
ASC2 | -3.9007787e+000 | +1.3175749e+000 | -2.9605745e+000 | +1.7980782e+000 | -2.1694154e+000 | |||
ASC3 | -1.1008337e+000 | +4.1001888e-001 | -2.6848365e+000 | +5.0963628e-001 | -2.1600379e+000 | |||
ASC4 | -1.3135309e+000 | +1.2105850e+000 | -1.0850381e+000 | * | +1.1268845e+000 | -1.1656305e+000 | * | |
ASC5 | +0.0000000e+000 | fixed | ||||||
LCOST | -3.2618068e+000 | +7.2574438e-001 | -4.4944293e+000 | +1.0273527e+000 | -3.1749631e+000 | |||
sigma1 | +2.8596699e+000 | +1.2633470e+000 | +2.2635664e+000 | +1.6606592e+000 | +1.7220089e+000 | * | ||
sigma2 | -3.3403810e+000 | +1.6019833e+000 | -2.0851535e+000 | +2.0995018e+000 | -1.5910350e+000 | * | ||
sigma3 | +0.0000000e+000 | fixed | ||||||
sigma4 | +9.0099197e-001 | +3.4417503e+000 | +2.6178307e-001 | * | +2.3379514e+000 | +3.8537669e-001 | * | |
sigma5 | +8.2404244e-002 | +6.4747821e-001 | +1.2726953e-001 | * | +6.3723526e-002 | +1.2931526e+000 | * |
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 | +8.1777119e+000 | +7.2255110e+000 | +1.1317832e+000 | ||
ASC2_sigma2 | +1.1158145e+001 | +1.0702469e+001 | +1.0425767e+000 | ||
ASC3_sigma3 | +0.0000000e+000 | fixed | |||
ASC4_sigma4 | +8.1178653e-001 | +6.2019788e+000 | +1.3089154e-001 | ||
ASC5_sigma5 | +6.7904595e-003 | +1.0670991e-001 | +6.3634763e-002 |
Coefficient1 | Coefficient2 | Covariance | Correlation | t-test | Rob. cov. | Rob. corr. | Rob. t-test | ||
---|---|---|---|---|---|---|---|---|---|
LCOST | sigma2 | 9.1522863e-001 | 7.8720517e-001 | 6.9927357e-002 | * | 1.9380823e+000 | 8.9853791e-001 | 6.2368354e-002 | * |
ASC3 | ASC4 | 1.9411979e-001 | 3.9108454e-001 | 1.9059381e-001 | * | 3.0535463e-001 | 5.3169770e-001 | 2.2188627e-001 | * |
sigma4 | sigma5 | 6.0161993e-002 | 2.6997136e-002 | 2.3489541e-001 | * | 1.5154639e-002 | 1.0172093e-001 | 3.5097408e-001 | * |
ASC4 | sigma4 | -2.5597756e+000 | -6.1436609e-001 | -5.1583298e-001 | * | -1.2236030e+000 | -4.6443578e-001 | -7.3077843e-001 | * |
sigma1 | sigma4 | 6.0179977e-001 | 1.3840443e-001 | 5.5989448e-001 | * | 1.1517241e+000 | 2.9664190e-001 | 8.0498739e-001 | * |
ASC3 | sigma4 | -2.2906453e-001 | -1.6232097e-001 | -5.6683951e-001 | * | -3.6894819e-001 | -3.0964893e-001 | -7.8738583e-001 | * |
ASC2 | LCOST | 8.7141576e-001 | 9.1131058e-001 | -8.8619931e-001 | * | 1.7714661e+000 | 9.5896931e-001 | -7.3999168e-001 | * |
ASC2 | sigma2 | 1.9587386e+000 | 9.2798979e-001 | -9.0330725e-001 | * | 3.6368998e+000 | 9.6339968e-001 | -9.2480205e-001 | * |
ASC4 | sigma5 | -1.9672918e-002 | -2.5098532e-002 | -1.0063581e+000 | * | -7.3503341e-003 | -1.0235944e-001 | -1.2297055e+000 | * |
sigma2 | sigma4 | -7.5283476e-001 | -1.3654076e-001 | -1.0630820e+000 | * | -1.4271472e+000 | -2.9074820e-001 | -1.1888379e+000 | * |
LCOST | sigma4 | -4.5570774e-001 | -1.8244138e-001 | -1.1421544e+000 | * | -8.1298335e-001 | -3.3847502e-001 | -1.4583942e+000 | * |
ASC4 | sigma2 | 5.4877311e-001 | 2.8296945e-001 | 1.1832264e+000 | * | 1.0867682e+000 | 4.5934740e-001 | 1.0827413e+000 | * |
ASC2 | sigma4 | -7.2228139e-001 | -1.5927652e-001 | -1.2387300e+000 | * | -1.3182591e+000 | -3.1358604e-001 | -1.4261945e+000 | * |
ASC1 | ASC2 | 1.7504340e+000 | 8.4453467e-001 | -1.4432269e+000 | * | 3.6353001e+000 | 9.3726643e-001 | -1.5497435e+000 | * |
ASC1 | sigma2 | 1.8096387e+000 | 7.1809345e-001 | -1.4897245e+000 | * | 3.9876856e+000 | 8.8051353e-001 | -1.7048075e+000 | * |
ASC1 | sigma4 | -8.5743771e-001 | -1.5836904e-001 | -1.5027596e+000 | * | -1.5969496e+000 | -3.1665556e-001 | -1.6492572e+000 | * |
ASC3 | sigma5 | -1.1523389e-002 | -4.3406144e-002 | -1.5144965e+000 | * | -7.1891940e-003 | -2.2137067e-001 | -2.2434600e+000 | |
ASC3 | sigma2 | 4.4416783e-001 | 6.7621572e-001 | 1.6482727e+000 | * | 8.7988545e-001 | 8.2233646e-001 | 1.3133275e+000 | * |
ASC4 | LCOST | 3.2521217e-001 | 3.7015857e-001 | 1.6819269e+000 | * | 6.1073663e-001 | 5.2753954e-001 | 1.8543668e+000 | * |
ASC2 | ASC4 | 5.6051255e-001 | 3.5141049e-001 | -1.7937203e+000 | * | 1.0319352e+000 | 5.0928918e-001 | -1.6566268e+000 | * |
sigma2 | sigma5 | -6.8681684e-002 | -6.6215216e-002 | -1.9368576e+000 | * | -3.2465349e-002 | -2.4266326e-001 | -1.6176739e+000 | * |
ASC1 | LCOST | 1.0505986e+000 | 9.2023806e-001 | -1.9550447e+000 | * | 2.1374011e+000 | 9.6449026e-001 | -1.5490896e+000 | * |
sigma1 | sigma5 | 6.8034319e-002 | 8.3172589e-002 | 2.0259575e+000 | 2.9829634e-002 | 2.8188218e-001 | 1.6895049e+000 | * | |
ASC4 | sigma1 | -4.2723068e-001 | -2.7934729e-001 | -2.1088547e+000 | -8.4421283e-001 | -4.5111997e-001 | -1.7455006e+000 | * | |
ASC1 | ASC4 | 6.5634029e-001 | 3.4465202e-001 | -2.3462402e+000 | 1.2138752e+000 | 4.9937411e-001 | -2.0342540e+000 | ||
sigma1 | sigma2 | -1.3168202e+000 | -6.5064762e-001 | 2.3783042e+000 | -2.9795362e+000 | -8.5457838e-001 | 1.7113917e+000 | * | |
ASC3 | sigma1 | -3.6341632e-001 | -7.0158113e-001 | -2.5093664e+000 | -7.0987073e-001 | -8.3876139e-001 | -1.8801522e+000 | * | |
ASC2 | sigma5 | -5.9869374e-002 | -7.0178527e-002 | -2.6408417e+000 | -2.8183995e-002 | -2.4597682e-001 | -2.1948280e+000 | ||
ASC2 | sigma1 | -1.2146141e+000 | -7.2969329e-001 | -2.8165412e+000 | -2.6506405e+000 | -8.8769086e-001 | -2.0118106e+000 | ||
ASC2 | ASC3 | 4.5965911e-001 | 8.5085725e-001 | -2.8214690e+000 | 8.3840959e-001 | 9.1492885e-001 | -2.0777445e+000 | ||
ASC1 | sigma1 | -1.8693916e+000 | -9.4064269e-001 | -2.8542519e+000 | -3.4790807e+000 | -9.7121499e-001 | -2.1042090e+000 | ||
ASC1 | sigma5 | -8.2415231e-002 | -8.0915065e-002 | -2.9727457e+000 | -3.5368558e-002 | -2.5730542e-001 | -2.3910689e+000 | ||
LCOST | sigma1 | -7.3915440e-001 | -8.0617405e-001 | -3.2258269e+000 | -1.5557658e+000 | -9.1189360e-001 | -2.3262340e+000 | ||
ASC1 | ASC3 | 5.5142179e-001 | 8.5492326e-001 | -3.2361593e+000 | 1.0083496e+000 | 9.1723826e-001 | -2.3597608e+000 | ||
LCOST | sigma5 | -4.8133340e-002 | -1.0243235e-001 | -3.2758064e+000 | -1.4126271e-002 | -2.1577851e-001 | -3.2064597e+000 | ||
ASC3 | LCOST | 2.6060142e-001 | 8.7576835e-001 | 5.1862394e+000 | 4.8711146e-001 | 9.3035450e-001 | 3.7008189e+000 |
Smallest singular value of the hessian: 7.6636841e-002