\(Bj\) vs Choice empÃrico
Demandas EmpÃricas
Modelo MNL
##
## Call:
## mlogit(formula = choice ~ B01 + B02 + B03 + B04 + B05 + B06 +
## B07 + B08 + B09 + B10 + B11 + B12 + B13 + B14 + B15 + B16 +
## B17 + B18 + B19 + B20 + B21 + B22 + B23 + B24 + B25 + B26 +
## B27 + B28 + B29 + B30 + B31 + B32 + B33 + B34 + B35 + B36 +
## B37 + B38 + px1 + px2 - 1, data = datalogit, method = "nr")
##
## Frequencies of alternatives:choice
## B01 B02 B03 B04 B05 B06 B07 B08
## 0.0187143 0.0185714 0.0321429 0.0385714 0.0225714 0.0221429 0.0381429 0.0207143
## B09 B10 B11 B12 B13 B14 B15 B16
## 0.0254286 0.0260000 0.0130000 0.0291429 0.0184286 0.0028571 0.0051429 0.0061429
## B17 B18 B19 B20 B21 B22 B23 B24
## 0.0088571 0.0182857 0.0101429 0.0042857 0.0070000 0.0068571 0.0078571 0.0182857
## B25 B26 B27 B28 B29 B30 B31 B32
## 0.0172857 0.0412857 0.0204286 0.0251429 0.0132857 0.0131429 0.0094286 0.0784286
## B33 B34 B35 B36 B37 B38 B39
## 0.0844286 0.0338571 0.0538571 0.0605714 0.0510000 0.0724286 0.0061429
##
## nr method
## 5 iterations, 0h:0m:11s
## g'(-H)^-1g = 0.00305
## successive function values within tolerance limits
##
## Coefficients :
## Estimate Std. Error z-value Pr(>|z|)
## B01 2.1500e+00 1.8248e-01 11.7821 < 2.2e-16 ***
## B02 2.1328e+00 1.9257e-01 11.0758 < 2.2e-16 ***
## B03 1.8533e+00 2.3877e-01 7.7619 8.438e-15 ***
## B04 2.0350e+00 1.7869e-01 11.3884 < 2.2e-16 ***
## B05 2.2979e+00 1.8495e-01 12.4248 < 2.2e-16 ***
## B06 2.4018e+00 2.0752e-01 11.5734 < 2.2e-16 ***
## B07 2.0305e+00 2.6374e-01 7.6989 1.377e-14 ***
## B08 1.4007e+00 4.4196e-01 3.1694 0.0015273 **
## B09 1.6628e+00 2.3389e-01 7.1094 1.166e-12 ***
## B10 1.6840e+00 2.8902e-01 5.8265 5.659e-09 ***
## B11 1.8944e+00 2.0945e-01 9.0445 < 2.2e-16 ***
## B12 1.7672e+00 1.7607e-01 10.0374 < 2.2e-16 ***
## B13 1.2817e+00 1.8242e-01 7.0261 2.125e-12 ***
## B14 3.0914e-01 3.0350e-01 1.0186 0.3084004
## B15 4.5611e-03 2.3788e-01 0.0192 0.9847025
## B16 2.3884e-01 2.4870e-01 0.9604 0.3368696
## B17 1.4531e+00 2.2962e-01 6.3283 2.478e-10 ***
## B18 1.3077e+00 1.8725e-01 6.9836 2.876e-12 ***
## B19 7.0751e-01 2.0044e-01 3.5298 0.0004159 ***
## B20 6.1361e-01 2.5857e-01 2.3731 0.0176417 *
## B21 3.3864e-01 2.1239e-01 1.5944 0.1108376
## B22 3.1095e-01 2.6815e-01 1.1596 0.2461943
## B23 4.4863e-01 2.1296e-01 2.1066 0.0351496 *
## B24 1.2748e+00 1.8455e-01 6.9073 4.938e-12 ***
## B25 1.2004e+00 1.9089e-01 6.2886 3.203e-10 ***
## B26 2.0835e+00 1.6766e-01 12.4270 < 2.2e-16 ***
## B27 1.3951e+00 1.9599e-01 7.1185 1.091e-12 ***
## B28 1.6002e+00 1.8758e-01 8.5306 < 2.2e-16 ***
## B29 9.9192e-01 2.5175e-01 3.9401 8.144e-05 ***
## B30 1.0016e+00 2.4157e-01 4.1462 3.381e-05 ***
## B31 5.8659e-01 2.0476e-01 2.8649 0.0041721 **
## B32 2.7462e+00 1.6295e-01 16.8528 < 2.2e-16 ***
## B33 2.8560e+00 1.7344e-01 16.4668 < 2.2e-16 ***
## B34 2.7711e+00 2.1105e-01 13.1297 < 2.2e-16 ***
## B35 2.3746e+00 1.7942e-01 13.2345 < 2.2e-16 ***
## B36 2.4943e+00 1.8524e-01 13.4652 < 2.2e-16 ***
## B37 2.3590e+00 1.7830e-01 13.2301 < 2.2e-16 ***
## B38 2.6674e+00 2.2397e-01 11.9095 < 2.2e-16 ***
## px1 -5.0007e-05 2.8912e-04 -0.1730 0.8626799
## px2 1.4743e-04 1.3601e-03 0.1084 0.9136847
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Log-Likelihood: -21398
\(Bj\) synt vs \(Bj\) estim
