Skip to content

Author

Changhe Liu

1 paper indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Aug 2026

Spatiotemporal path analysis of collision frequency using restricted spatial regression with speed difference as a mediator.

Developing reliable collision analysis models is a fundamental task in road safety research. Understanding the spatiotemporal effects of highway collisions is essential for effective prevention and control strategies. This study examines multiple spatiotemporal random effect models using three key approaches: [i] incor...

Changhe Liu, Bo Wang, Chi Zhang et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.