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148 I N N O VAT I O N S I N T R AV E L D E M A N D M O D E L I N G , V O L U M E 2
TABLE 4 Home-Based Other Time-of-Day Choice Model
Home to Other Other to Home
Observations 12,816 12,277
Final log L 42,890.3 36,732.7
Rho-sq. (0) 0.034 0.137
Rho-sq. (constant) 0.007 0.014
Alternatives Variable Definition Coefficient tStat Coefficient tStat
AM1AM10 AM Delay max(0, AM GC NI GC) 0.06 constant 0.3936 5.9
MD1MD10 MD Delay max(0, MD GC NI GC) 0.06 constant 0.2209 8.6
PM1PM10 PM Delay max(0, PM GC NI GC) 0.94 constant 0.10 constant
EV EV Delay max(0, EV GC NI GC) 0 0
AM1AM5 AM Shift Early AM Delay x (7.5t) 0.0705 7.9
AM1AM5 AM Shift Early2 AM Delay x (7.5t)2
AM6AM10 AM Shift Later AM Delay x (t7.5) 0.0533 6.6 0.0659 1.3
AM6AM10 AM Shift Later2 AM Delay x (t7.5)2
MD1MD5 MD Shift Early MD Delay x (12.5t) 0.06646 6.9
MD1MD5 MD Shift Later MD Delay x (t12.5) 0.07048 3.5
PM1PM5 PM Shift Early PM Delay x (17.0t) 0.02375 2.9 0.1184 5.6
PM1PM5 PM Shift Early2 PM Delay x (17.0t)2 0.05623 4.5
PM6PM10 PM Shift Later PM Delay x (t17.0) 0.04191 8.9 0.02461 6.1
PM6PM10 PM Shift Later2 PM Delay x (t17.0)2
AM1AM10 AM HH size min(HH size,4) 0.5104 9.8
AM1AM10 AM Shared ride dummy(car occ.>1) 1.181 10.2 2.04 14.7
MD1MD10 MD HH size min(HH size,4) 0.2226 9.1
MD1MD10 MD Shared ride dummy(car occ.>1) 0.3611 3.4
MD1MD10 MD Crossing dummy(Bridge_N > 0) 0.2625 1.8
PM1PM10 PM Shared ride dummy(car occ.>1) 1.032 9.0 0.3235 4.7
EV EV Shared ride dummy(car occ.>1) 0.5723 9.8
AM1AM5 AM SR Shift Early AM Shared Ride x (7.5t) 0.5179 8.2
AM6AM10 AM HS Shift Late AM HH Size x (t7.5) 0.0513 2.7 0.2111 4.9
AM6AM10 AM SR Shift Late AM Shared Ride x (t7.5) 0.5855 10.5 0.7224 6.9
MD1MD5 MD SR Shift Early MD Shared Ride x (12.5t) 0.1739 3.8
MD6MD10 MD HS Shift Late MD HH Size x (t12.5) 0.182 7.7
MD6MD10 MD SR Shift Late MD Shared Ride x (t12.5) 0.262 5.2
PM1PM5 PM HS Shift Early PM HH Size x (17.0t) 0.1518 6.7 0.09922 4.3
PM1PM5 PM SR Shift Early PM Shared Ride x (17.0t) 0.5215 8.9 0.1104 2.2
PM6PM10 PM SR Shift Late PM Shared Ride x (t17.0) 0.1959 4.3 0.1915 4.8
Travel Toll
Model Travel Run Optimizer
Results
Initial
Toll
Results
Final Toll Toll Iterative Travel
Results Optimizer Travel Run Model
Iterative Toll
Results
FIGURE 1 Toll optimization.
