Analysis of Factors Associated with Highway Personal Car and Truck Run-Off-Road Crashes: Decision Tree and Mixed Logit Model with Heterogeneity in Means and Variances Approaches

Analysis of Factors Associated with Highway Personal Car and Truck Run-Off-Road Crashes: Decision Tree and Mixed Logit Model with Heterogeneity in Means and Variances Approaches

Among several approaches to analyzing crash research, the use of machine learning and econometric analysis has found potential in the analysis. This study aims to empirically examine factors influencing the single-vehicle crash for personal cars and trucks using decision trees (DT) and mixed binary...

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Bibliographic Details
Main Authors: Thanapong Champahom, Panuwat Wisutwattanasak, Chamroeun Se, Chinnakrit Banyong, Sajjakaj Jomnonkwao, Vatanavongs Ratanavaraha
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Informatics
Subjects:
data driven
econometric analysis
model accuracy
sensitivity
specificity
Online Access:https://www.mdpi.com/2227-9709/10/3/66

Internet

https://www.mdpi.com/2227-9709/10/3/66

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