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Fig 1.

Layouts of the four selected signalized intersections.

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Fig 2.

Ratios of road and traffic management conditions at each signalized intersection.

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Table 1.

Characteristics of four selected signalized intersections.

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Table 2.

Number of traffic violations by vehicle type and ownership.

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Fig 3.

Time distribution of traffic violations.

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Fig 4.

Number of traffic violations under various weather conditions.

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Table 3.

Descriptions of independent variables.

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Table 4.

Estimation results of OMLM and REMLM of WWD.

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Table 5.

Estimation results of OMLM and REMLM of RLR.

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Table 6.

Estimation results of OMLM and REMLM of VTM.

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Table 7.

Marginal effects of explanatory variables in REMLM.

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