Developing Pedestrian Fatality Prediction Models Using Historical Crash Data: Application of Binary Logistic Regression and Boosted Tree Mechanism

Pedestrian fatality rate plays a key role in examining effectiveness of the road safety. The present study attempts to examine the effect of various categories of accused vehicles and the average 85th percentile speed at accident location on the pedestrian crash fatality. The study also attempts to...

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Autors principals:	Malaya Mohanty, Bitati Sarkar, Piotr Gorzelańczyk, Rachita Panda, Srinivasa Rao Gandupalli, Ampereza Ankunda
Format:	Artigo
Idioma:	Inglês
Publicat:	University of Žilina 2023-04-01
Col·lecció:	Communications
Matèries:	pedestrian fatalities vehicle category 85th percentile speed binary logistic model boosted tree model
Accés en línia:	https://komunikacie.uniza.sk/artkey/csl-202302-0018_developing-pedestrian-fatality-prediction-models-using-historical-crash-data-application-of-binary-logistic-re.php
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