Article

Estimating Nonlinear and Heterogeneous Determinants of Crash Severity Using Causal Machine Learning

2026-06-24

Abstract excerpt

<title>Abstract</title> <p>This study investigates the causal relationship between high speed road conditions and crash severity in Great Britain, based on 503,475 collisions reported to the police in the STATS19 database (2020 to 2024). The term "severe" is used to describe crashes that are either fatal or serious, and "non-severe" is used to denote crashes that are not fatal or serious. The treatment variable i...

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Literature Corpus work: 4203672e-9923-5640-8694-59342faacb9b
DOI: 10.21203/rs.3.rs-9952066/v1

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