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Fig 1.

Hierarchical structure of corporate taxi crashes.

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Table 1.

Data description for company and driver levels.

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Table 1 Expand

Table 2.

Output of principal component analysis for the company level.

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Table 2 Expand

Table 3.

Output of principal component analysis for driver level.

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Table 3 Expand

Table 4.

Performance of the Bayesian hierarchical probit Model.

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Table 4 Expand

Table 5.

Estimation results of the Bayesian hierarchical probit Model.

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Table 5 Expand

Table 6.

Basic statistics of raw data utilized for analysis.

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Table 6 Expand