Socio-Economic Characteristics |
Coefficients(β) |
Exp(β) |
P-value |
t-Statistics |
Constant |
2.435 |
|
0.002 |
2.991 |
Gender |
0.814 |
2.256 |
0.006 |
3.434 |
Age |
0.346 |
1.413 |
0.030 |
2.160 |
Level of education |
0.291 |
1.337 |
0.048 |
1.974 |
Level of income |
-0.251 |
0.778 |
0.066 |
-1.838 |
Transport Facility Attributes |
Coefficients(β) |
Exp(β) |
P-value |
t-Statistics |
Access mode to MRT station |
-0.45 |
0.637 |
0.089 |
-1.701 |
Access time to MRT station |
-0.513 |
0.598 |
0.006 |
-3.42 |
Waiting time at MRT station |
-0.139 |
0.87 |
0.066 |
-1.832 |
Seat availability |
1.479 |
1.614 |
0.695 |
1.815 |
Travel time difference (min) |
0.158 |
1.171 |
0.025 |
2.229 |
Travel cost difference(S$) |
0.13 |
1.138 |
0.100 |
1.641 |
Threshold Parameters for Index |
Coefficients(β) |
P-value |
t-Statistics |
μ1 |
1.512 |
0.000 |
5.015 |
μ2 |
2.812 |
0.000 |
7.968 |
μ3 |
4.1 |
0.000 |
8.935 |
Summary Statistics |
Number of observations |
360 |
Log likelihood function |
-127.22 |
Restricted log likelihood |
-175.6669 |
Degrees of freedom |
350 |
χ2 |
96.88975 |
ρ2 |
0.274 |