BTS | Table 3 - Estimated Models for New Construction

Table 3
Estimated Models for New Construction

Variable	Hypothesis	Logit		Mixed logit
Variable	Hypothesis	Coefficient	z	Coefficient	z
Length of the link (L_ij)	-S	–5.91E-01	–1.35	1.84E-01	0.27
Capacity of the parallel link (C_p)	-S	–3.31E-01*	–1.86	–4.87E-01*	–1.67
Length of the parallel link (L_p)	+S	4.93E-01*	1.58	1.42E+00*	1.97
Congestion on parallel link (Q_p /C_p)	+S	–1.96E-05	–1.25	–5.23E-05*	–1.87
Access (A)	+S	4.24E-05*	4.70	1.92E-04*	2.71
Time period of construction (T)	-S	7.31E-01*	2.24	3.00E+00*	3.27
Cost of construction (E_ij)	-S	–2.82E-01*	–2.48	–8.97E-01*	–3.36
Budget (B)	+S	5.68E-06*	3.06	7.78E-06*	3.96
Distance from downtown (X)	+S	–1.21E-01*	–5.69	–3.08E-01*	–6.62
Node density (D)	-S	–6.32E-04	–0.18	–1.27E-02*	–1.73
Constant		–6.09E+00*	–6.02	–1.24E+02*	–2.92
Triangular deviation
Constant		—	—	4.72E+01*	2.36
Number of observations		89,031		89,031
Log likelihood		–473.19		–459.68

* Significant at 90% confidence interval.