Assessing the interdependence of rider fault-status and injury severity in motorcycle rear-end crashes: insights from bivariate probit and XGBoost-SHAP models

• Chamroeun SeSuranaree University of Technology
• Thanapong ChampahomRajamangala University of Technology Isan
• Kestsirin TheerathitichaipaSuranaree University of Technology
• Manlika SeefongSuranaree University of Technology
• Sajjakaj JomnonkwaoSuranaree University of Technology
• Vatanavongs RatanavarahaSuranaree University of Technology
• Tassana BoonyooKing Mongkut's University of Technology Thonburi
• Ampol KaroonsoontawongKing Mongkut's University of Technology Thonburi