Restaurants in 250m buffer interacted with PM (*10-2) - - - - - - 0.257 5.11 Commercial venues in 250m interacted with AM (*10-3) - - - - 0.558 6.68 -0.642 -5.21 Commercial venues in 250m interacted with PM (*10-3) - - - - - - -0.515 -5.80 TAZ Industrial and Resources (km2) - - - - - - -4.361 -21.68 TAZ Parks and Recreational Areas (km2) - - - - - - 0.124 4.76 TAZ Commerces (km2) - - - - - - 8.895 53.82 Log-likelihood at convergence (Number of observations) -98,811 (68,880) - = Not applicable TABLE 2 Aggregate Measures of Fit Full sample Old port and Downtown >5 km from Downtown (not old port) Availability levels/ Measures of fit Actual shares Predicted shares (% Actual shares Predicted shares (% Actual shares Predicted shares (% (% records) records) (% records) records) (% records) records) 0-0.2 25.8 36.8 19.5 26.8 39.4 19.8 0.2-0.4 18.1 17.3 17.5 18.4 18.2 19.4 0.4-0.6 20.4 16.2 24.9 19.5 16.1 22.7 0.6-0.8 17.4 13.4 20.6 16.8 12.1 20.2 0.8-1 18.3 16.4 17.6 18.5 14.2 18.0 MAPE 2.84 7.12 5.08 RMSE 0.76 1.86 1.49 Records 68,880 15,120 16,632
Restaurants in 250m buffer interacted with PM (*10-2) 0.257 5.11 - - - - - - Commercial venues in 250m interacted with AM (*10-3) 0.558 6.68 - - -0.642 -5.21 - - Commercial venues in 250m interacted with PM (*10-3) -0.515 -5.80 - - - - - - TAZ Industrial and Resources (km2) -4.361 -21.68 - - - - - - TAZ Parks and Recreational Areas (km2) - - 0.124 4.76 - - - - TAZ Commerces (km2) - - - - - - 8.895 53.82 Log-likelihood at convergence (Number of observations) -98,811 (68,880) - = Not applicable TABLE 2 Aggregate Measures of Fit Availability levels/ Measures of fit Full sample Old port and Downtown >5 km from Downtown (not old port) Actual shares (% records) Predicted shares (% records) Actual shares (% records) Predicted shares (% records) Actual shares (% records) Predicted shares (% records) 0-0.2 25.8 26.8 36.8 39.4 19.5 19.8 0.2-0.4 18.1 18.4 17.3 18.2 17.5 19.4 0.4-0.6 20.4 19.5 16.2 16.1 24.9 22.7 0.6-0.8 17.4 16.8 13.4 12.1 20.6 20.2 0.8-1 18.3 18.5 16.4 14.2 17.6 18.0 MAPE 2.84 7.12 5.08 RMSE 0.76 1.86 1.49 Records 68,880 15,120 16,632