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Fig 1.

Structure of the nested logit model.

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Table 1.

Definitions of variables for the Michigan crash database.

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Table 1 Expand

Fig 2.

D2 distribution disaggregated by hazardous action of D1.

(a) driver age, (b) driver gender, (c) vehicle type.

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Fig 2 Expand

Table 2.

Chi-square tests of the D2 distribution.

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Table 2 Expand

Table 3.

IRs of driving cohorts.

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Table 3 Expand

Table 4.

The result of multinomial logit model regression.

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Table 4 Expand

Table 5.

The result of nested logit model regression.

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Table 5 Expand

Table 6.

Comparison of the statistical models.

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Table 6 Expand