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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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M. E. Ergin

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Open access Aug 2026

Investigating Traffic Crash-Type Determinants in Different Urban Environments: A City-Specific Random Parameter Multinomial Logit Approach

This study tests whether the random-parameter structure of a Multinomial Logit crash-type model is itself spatially stable, using individual-level likelihood-ratio tests estimated separately for Ankara (28,825 crashes) and İzmir (24,280 crashes) between 2023 and 2024. In this study, the traffic accidents examined were...

Tamkin Karimi, M. E. Ergin · 0 citations

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