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Journal of Transportation and Statistics
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Volume 8 Number 1
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Paper 7
Table 1 - Modeling Results for the BGEE Model with and without Correlation
Excel
|
CSV
Parameter
Without correlation
With correlation
Coefficient
t
statistic
Coefficient
t
statistic
Intercept
−3.682
−20.29
−3.699
−20.11
Information familiarity: 1 if subject uses pre-trip and/or en route traffic information usually or everyday, 0 otherwise
0.406
10.12
0.421
9.94
Information provision: 1 for scenario 4 where en route information is provided without long-term advice, 0 otherwise
0.236
2.07
0.243
2.11
Same color: 1 if the two coming links were with the same color (qualitative congestion level), 0 otherwise
−0.467
−4.20
−0.476
−4.28
System learning: 1 for the second 5 trial days of the experiment, 0 for the first 5 trial days
3.469
15.75
3.598
15.70
Heavy rain: 1 for heavy rain condition; 0 for light rain or clear-sky
0.415
3.24
0.402
3.17
Number of movements since the origin
0.610
9.78
0.634
9.61
Interaction terms
Heavy rain × Same color
0.453
2.25
0.536
2.16
Number of movements since the origin × System learning
0.406
6.14
0.511
6.06
Summary statistics
df
F
statistic
df
F
statistic
Overall model
9
6,742.27
10
8,543.12