A hybrid of regularization method and generalized path analysis: modeling single-vehicle run-off-road crashes in a cross-sectional study

Abstract Background Determining risk factors of single-vehicle run-off-road (SV-ROR) crashes, as a significant number of all the single-vehicle crashes and all the fatalities, may provide infrastructure for quicker and more effective safety measures to explore the influencing and moderating variable...

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Bibliographic Details
Published in:BMC Medical Research Methodology
Main Authors: Fatemeh Jahanjoo, Mohammad Asghari-Jafarabadi, Homayoun Sadeghi-Bazargani
Format: Article
Language:English
Published: BMC 2023-10-01
Subjects:
Accident
Traffic accidents
Causal effect
Ridge regression
Lasso regression
Elastic net regression
Online Access:https://doi.org/10.1186/s12874-023-02041-0

Internet

https://doi.org/10.1186/s12874-023-02041-0

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