This file has automatically been generated.
08/02/06 18:56:32
Telephone 4-3 |
Model: | Mixed Multinomial Logit |
Number of draws: | 2000 |
Number of estimated parameters: | 8 |
Number of observations: | 434 |
Number of individuals: | 434 |
Null log-likelihood: | -560.25 |
Init log-likelihood: | -478.265 |
Final log-likelihood: | -470.259 |
Likelihood ratio test: | 179.982 |
Rho-square: | 0.160626 |
Adjusted rho-square: | 0.146347 |
Final gradient norm: | 2.50071e-006 |
Variance-covariance: | from finite difference hessian |
Name | Value | Std err | t-test | Robust Std err | Robust t-test | |||
---|---|---|---|---|---|---|---|---|
ASC1 | -3.7901967e+000 | +7.0296897e-001 | -5.3916984e+000 | +6.7766207e-001 | -5.5930483e+000 | |||
ASC2 | -2.9974921e+000 | +6.4911856e-001 | -4.6177884e+000 | +6.2211837e-001 | -4.8182022e+000 | |||
ASC3 | -1.6418156e+000 | +5.4558241e-001 | -3.0092898e+000 | +5.1263854e-001 | -3.2026768e+000 | |||
ASC4 | -1.2113663e+000 | +1.0329704e+000 | -1.1727019e+000 | * | +9.5473323e-001 | -1.2688008e+000 | * | |
LCOST | -3.2342550e+000 | +6.3147463e-001 | -5.1217496e+000 | +6.2815868e-001 | -5.1487865e+000 | |||
NEST1B | +0.0000000e+000 | fixed | ||||||
NEST1S | +1.4779368e+000 | +1.0228230e+000 | +1.4449585e+000 | * | +8.7846231e-001 | +1.6824135e+000 | * | |
NEST2B | +0.0000000e+000 | fixed | ||||||
NEST2S | +3.4945569e+000 | +1.3129475e+000 | +2.6616120e+000 | +1.2820217e+000 | +2.7258172e+000 | |||
NEST3B | +0.0000000e+000 | fixed | ||||||
NEST3S | +5.9401240e-001 | +1.4170607e+000 | +4.1918627e-001 | * | +8.5718866e-001 | +6.9297744e-001 | * |
Name | Value | Std err | t-test 1 | Robust Std err | Robust t-test 1 | ||
---|---|---|---|---|---|---|---|
Scale1 | +1.0000000e+000 | fixed |
1 | Alt1 | av1 | ASC1 * one + LCOST * lcost1 + NEST1B [ NEST1S ] * one |
2 | Alt2 | av2 | ASC2 * one + LCOST * lcost2 + NEST1B [ NEST1S ] * one |
3 | Alt3 | av3 | ASC3 * one + LCOST * lcost3 + NEST2B [ NEST2S ] * one |
4 | Alt4 | av4 | ASC4 * one + LCOST * lcost4 + NEST3B [ NEST3S ] * one |
5 | Alt5 | av5 | LCOST * lcost5 + NEST3B [ NEST3S ] * one |
Name | Value | Std err | t-test | Robust Std err | Robust t-test |
---|---|---|---|---|---|
NEST1B_NEST1S | +2.1842972e+000 | +3.0233356e+000 | +7.2247924e-001 | ||
NEST2B_NEST2S | +1.2211928e+001 | +9.1763396e+000 | +1.3308060e+000 | ||
NEST3B_NEST3S | +3.5285073e-001 | +1.6835033e+000 | +2.0959314e-001 |
Coefficient1 | Coefficient2 | Covariance | Correlation | t-test | Rob. cov. | Rob. corr. | Rob. t-test | ||
---|---|---|---|---|---|---|---|---|---|
ASC3 | ASC4 | 1.3728096e-001 | 2.4359147e-001 | -4.1227182e-001 | * | 1.2198287e-001 | 2.4923300e-001 | -4.4627162e-001 | * |
NEST1S | NEST3S | -4.5883180e-001 | -3.1656621e-001 | 4.4352330e-001 | * | 1.5291638e-001 | 2.0307406e-001 | 8.0669527e-001 | * |
ASC2 | LCOST | 3.5065259e-001 | 8.5545491e-001 | 6.8688998e-001 | * | 3.5157094e-001 | 8.9964378e-001 | 8.4518974e-001 | * |
ASC4 | NEST3S | -1.1929409e-001 | -8.1497184e-002 | -9.9177514e-001 | * | -9.7403311e-002 | -1.1901872e-001 | -1.3305471e+000 | * |
NEST1S | NEST2S | 2.8433670e-001 | 2.1173129e-001 | -1.3591958e+000 | * | 3.5732759e-001 | 3.1728390e-001 | -1.5463948e+000 | * |
ASC3 | NEST3S | 3.1398934e-002 | 4.0613095e-002 | -1.4929015e+000 | * | -1.4695504e-001 | -3.3442351e-001 | -1.9674079e+000 | |
ASC1 | LCOST | 3.8529770e-001 | 8.6796927e-001 | -1.5895070e+000 | * | 3.8540781e-001 | 9.0539472e-001 | -1.9297762e+000 | * |
ASC2 | ASC4 | 1.8013723e-001 | 2.6865293e-001 | -1.6816541e+000 | * | 1.7443772e-001 | 2.9368742e-001 | -1.8328435e+000 | * |
ASC4 | NEST1S | -1.0274628e-001 | -9.7247344e-002 | -1.7661137e+000 | * | -1.3503747e-001 | -1.6100862e-001 | -1.9242291e+000 | * |
NEST2S | NEST3S | 6.3199769e-001 | 3.3968757e-001 | 1.8463585e+000 | * | 6.2592293e-001 | 5.6957257e-001 | 2.7328307e+000 | |
ASC4 | LCOST | 1.5573185e-001 | 2.3874467e-001 | 1.8828168e+000 | * | 1.6184561e-001 | 2.6986684e-001 | 2.0409206e+000 | |
LCOST | NEST3S | -2.2552485e-001 | -2.5202873e-001 | -2.2645450e+000 | -1.9041391e-001 | -3.5363309e-001 | -3.1152105e+000 | ||
ASC3 | NEST1S | -2.2628651e-001 | -4.0550648e-001 | -2.3276549e+000 | -1.6428580e-001 | -3.6480908e-001 | -2.6721553e+000 | ||
ASC2 | NEST3S | 7.3526265e-002 | 7.9933720e-002 | -2.3773001e+000 | -1.1260827e-001 | -2.1116447e-001 | -3.0944920e+000 | ||
ASC1 | ASC4 | 1.9640963e-001 | 2.7048225e-001 | -2.3857881e+000 | 1.8634689e-001 | 2.8802284e-001 | -2.5813515e+000 | ||
ASC4 | NEST2S | -1.9376744e-001 | -1.4287148e-001 | -2.6396173e+000 | -1.8036991e-001 | -1.4736240e-001 | -2.7558994e+000 | ||
ASC1 | NEST3S | 5.3595059e-002 | 5.3802214e-002 | -2.8329258e+000 | -1.2566572e-001 | -2.1633523e-001 | -3.6467651e+000 | ||
ASC2 | NEST1S | -4.4367411e-001 | -6.6825092e-001 | -2.9164275e+000 | -3.7803614e-001 | -6.9173089e-001 | -3.2342457e+000 | ||
ASC3 | NEST2S | -4.7394126e-001 | -6.6163243e-001 | -2.9807398e+000 | -4.6434820e-001 | -7.0654061e-001 | -3.0505228e+000 | ||
LCOST | NEST1S | -4.2051395e-001 | -6.5106448e-001 | -3.1166577e+000 | -4.4654805e-001 | -8.0923694e-001 | -3.2836374e+000 | ||
ASC3 | LCOST | 2.2104907e-001 | 6.4161192e-001 | 3.1576991e+000 | 2.1316316e-001 | 6.6195965e-001 | 3.3128742e+000 | ||
ASC2 | ASC3 | 2.7674551e-001 | 7.8144102e-001 | -3.3321577e+000 | 2.3950575e-001 | 7.5098569e-001 | -3.2801160e+000 | ||
ASC1 | NEST1S | -4.7558446e-001 | -6.6144083e-001 | -3.3375380e+000 | -4.1091948e-001 | -6.9027226e-001 | -3.6769489e+000 | ||
ASC2 | NEST2S | -3.9087902e-001 | -4.5863898e-001 | -3.7946748e+000 | -3.9011572e-001 | -4.8913083e-001 | -3.8722514e+000 | ||
LCOST | NEST2S | -4.7284364e-001 | -5.7031432e-001 | -3.8414128e+000 | -4.4771216e-001 | -5.5594796e-001 | -3.9286096e+000 | ||
ASC1 | NEST2S | -4.2161013e-001 | -4.5680149e-001 | -4.1635886e+000 | -4.1442281e-001 | -4.7701835e-001 | -4.2545998e+000 | ||
ASC1 | ASC2 | 4.4368939e-001 | 9.7234159e-001 | -4.7253912e+000 | 4.0892030e-001 | 9.6995697e-001 | -4.7024665e+000 | ||
ASC1 | ASC3 | 2.9500023e-001 | 7.6917621e-001 | -4.7821563e+000 | 2.5578824e-001 | 7.3630226e-001 | -4.6831627e+000 |
Smallest singular value of the hessian: 3.3683995e-001