Understanding the effects of underreporting on injury severity estimation of single-vehicle motorcycle crashes: a hybrid approach incorporating majority class oversampling and random parameters with heterogeneity-in-means

The underreporting of crash data is a well-documented issue in road safety literature, but few studies have focused on addressing this problem in the context of analyzing crash injury severities. This paper aims to provide an empirical assessment of the impact of underreporting issue using a hybrid...

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Bibliographic Details

Main Authors:	Nawaf Alnawmasi, Apostolos Ziakopoulos, Athanasios Theofilatos, Yasir Ali
Format:	Default Article
Published:	2025
Subjects:	Transportation, logistics and supply chains Civil engineering Applied mathematics Underreporting Injury severity analysis Random parameters Mortorcycle crashes
Online Access:	https://hdl.handle.net/2134/30507632.v1
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