This file has automatically been generated.
08/02/06 18:42:26
Telephone 4-2 |
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: | -478.562 |
Final log-likelihood: | -470.867 |
Likelihood ratio test: | 178.765 |
Rho-square: | 0.159541 |
Adjusted rho-square: | 0.145261 |
Final gradient norm: | 1.05918e-006 |
Variance-covariance: | from finite difference hessian |
Name | Value | Std err | t-test | Robust Std err | Robust t-test | |||
---|---|---|---|---|---|---|---|---|
ASC1 | -3.6416600e+000 | +6.9643418e-001 | -5.2290082e+000 | +6.9067328e-001 | -5.2726232e+000 | |||
ASC2 | -2.8611126e+000 | +6.4089477e-001 | -4.4642471e+000 | +6.3415864e-001 | -4.5116670e+000 | |||
ASC3 | -1.4939264e+000 | +4.9848168e-001 | -2.9969535e+000 | +4.7161908e-001 | -3.1676547e+000 | |||
ASC4 | -1.5418282e+000 | +9.5827936e-001 | -1.6089549e+000 | * | +9.8550768e-001 | -1.5645015e+000 | * | |
LCOST | -3.0799961e+000 | +6.2997740e-001 | -4.8890581e+000 | +6.4282107e-001 | -4.7913739e+000 | |||
NEST1B | +0.0000000e+000 | fixed | ||||||
NEST1S | +1.3082726e+000 | +1.0434091e+000 | +1.2538444e+000 | * | +1.0120660e+000 | +1.2926752e+000 | * | |
NEST2B | +0.0000000e+000 | fixed | ||||||
NEST2S | +3.1197503e+000 | +1.1489801e+000 | +2.7152344e+000 | +1.0965291e+000 | +2.8451141e+000 | |||
NEST3B | +0.0000000e+000 | fixed | ||||||
NEST3S | +3.8351234e-001 | +1.2112435e+000 | +3.1662696e-001 | * | +5.2827435e-001 | +7.2597190e-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 + NEST2B [ NEST2S ] * one |
5 | Alt5 | av5 | LCOST * lcost5 + NEST3B [ NEST3S ] * one |
Name | Value | Std err | t-test | Robust Std err | Robust t-test |
---|---|---|---|---|---|
NEST1B_NEST1S | +1.7115772e+000 | +2.7301270e+000 | +6.2692218e-001 | ||
NEST2B_NEST2S | +9.7328417e+000 | +7.1690620e+000 | +1.3576172e+000 | ||
NEST3B_NEST3S | +1.4708171e-001 | +9.2905363e-001 | +1.5831348e-001 |
Coefficient1 | Coefficient2 | Covariance | Correlation | t-test | Rob. cov. | Rob. corr. | Rob. t-test | ||
---|---|---|---|---|---|---|---|---|---|
ASC3 | ASC4 | 2.3818649e-001 | 4.9862699e-001 | 5.7649889e-002 | * | 2.1529039e-001 | 4.6320502e-001 | 5.4836555e-002 | * |
NEST1S | NEST3S | -1.8321784e-001 | -1.4497119e-001 | 5.4096672e-001 | * | 1.9595218e-001 | 3.6650656e-001 | 9.6864234e-001 | * |
ASC2 | LCOST | 3.6187632e-001 | 8.9628982e-001 | 7.5582728e-001 | * | 3.7461727e-001 | 9.1896671e-001 | 8.5109039e-001 | * |
ASC4 | NEST3S | -1.4655264e-002 | -1.2626124e-002 | -1.2390080e+000 | * | -1.0634571e-001 | -2.0426804e-001 | -1.5917938e+000 | * |
NEST1S | NEST2S | 3.4180649e-001 | 2.8511048e-001 | -1.3791377e+000 | * | 3.8269955e-001 | 3.4484900e-001 | -1.4985459e+000 | * |
ASC3 | NEST3S | -5.8852563e-003 | -9.7473090e-003 | -1.4284784e+000 | * | -9.3570995e-002 | -3.7556953e-001 | -2.2624008e+000 | |
ASC2 | ASC4 | 2.5139411e-001 | 4.0933251e-001 | -1.4513789e+000 | * | 2.4184153e-001 | 3.8696613e-001 | -1.3986748e+000 | * |
ASC4 | LCOST | 2.1155617e-001 | 3.5043591e-001 | 1.6285724e+000 | * | 2.2309438e-001 | 3.5215878e-001 | 1.5879732e+000 | * |
ASC4 | NEST1S | -2.1655904e-001 | -2.1658559e-001 | -1.8245453e+000 | * | -2.1654436e-001 | -2.1710910e-001 | -1.8288706e+000 | * |
ASC1 | LCOST | 3.9611842e-001 | 9.0285914e-001 | -1.8758093e+000 | * | 4.0959789e-001 | 9.2256071e-001 | -2.1071050e+000 | |
NEST2S | NEST3S | 4.0204715e-001 | 2.8889035e-001 | 1.9430040e+000 | * | 3.1883924e-001 | 5.5041731e-001 | 2.9788009e+000 | |
ASC3 | NEST1S | -2.2247837e-001 | -4.2774405e-001 | -2.0990736e+000 | -2.0192013e-001 | -4.2303803e-001 | -2.1811505e+000 | ||
ASC1 | ASC4 | 2.6914305e-001 | 4.0328397e-001 | -2.2577090e+000 | 2.5741573e-001 | 3.7818335e-001 | -2.1734274e+000 | ||
LCOST | NEST3S | -1.5668077e-001 | -2.0533325e-001 | -2.3472143e+000 | -1.1569418e-001 | -3.4069195e-001 | -3.6037547e+000 | ||
ASC2 | NEST3S | 4.5970894e-004 | 5.9219504e-004 | -2.3683158e+000 | -9.7864398e-002 | -2.9212403e-001 | -3.4647721e+000 | ||
ASC2 | NEST1S | -4.6707183e-001 | -6.9846129e-001 | -2.6726871e+000 | -4.7262376e-001 | -7.3639157e-001 | -2.7073460e+000 | ||
ASC4 | NEST2S | -3.8515300e-001 | -3.4980712e-001 | -2.6874425e+000 | -3.6286514e-001 | -3.3578794e-001 | -2.7376886e+000 | ||
LCOST | NEST1S | -4.9866710e-001 | -7.5863196e-001 | -2.7849210e+000 | -5.5010688e-001 | -8.4556724e-001 | -2.7546866e+000 | ||
ASC1 | NEST3S | -1.2818613e-002 | -1.5196008e-002 | -2.8621787e+000 | -1.0440844e-001 | -2.8615637e-001 | -4.0976869e+000 | ||
ASC3 | NEST2S | -3.8310849e-001 | -6.6889825e-001 | -3.0193752e+000 | -3.5558145e-001 | -6.8758688e-001 | -3.1568231e+000 | ||
ASC1 | NEST1S | -5.0578056e-001 | -6.9602919e-001 | -3.0785424e+000 | -5.1427978e-001 | -7.3572916e-001 | -3.1120779e+000 | ||
ASC3 | LCOST | 2.1178234e-001 | 6.7439692e-001 | 3.3678324e+000 | 2.0274865e-001 | 6.6876956e-001 | 3.3061334e+000 | ||
ASC2 | ASC3 | 2.5440766e-001 | 7.9633214e-001 | -3.5251891e+000 | 2.3069456e-001 | 7.7134394e-001 | -3.3843667e+000 | ||
ASC2 | NEST2S | -3.6700777e-001 | -4.9839768e-001 | -3.8094537e+000 | -3.5023450e-001 | -5.0366394e-001 | -3.9393827e+000 | ||
LCOST | NEST2S | -4.0199914e-001 | -5.5537669e-001 | -3.9046790e+000 | -3.6870151e-001 | -5.2307585e-001 | -4.0416914e+000 | ||
ASC1 | NEST2S | -3.9203398e-001 | -4.8992673e-001 | -4.2019494e+000 | -3.6812347e-001 | -4.8607211e-001 | -4.3503085e+000 | ||
ASC1 | ASC2 | 4.3400229e-001 | 9.7235582e-001 | -4.6846076e+000 | 4.2564516e-001 | 9.7180051e-001 | -4.6733116e+000 | ||
ASC1 | ASC3 | 2.7203591e-001 | 7.8360456e-001 | -4.9346107e+000 | 2.4606444e-001 | 7.5541366e-001 | -4.7168743e+000 |
Smallest singular value of the hessian: 3.4864878e-001