MSCT: Addressing Time-Varying Confounding Bias With Marginal Structural Causal Transformer for Counterfactual Post-Crash Traffic Prediction

Yansheng Liu, Shuang Li, Weiqi Li, Duxin Chen, Lu Dong, Nan Zhang, Daniel J. Graham, Pan Liu, Ziyuan Pu

Source record

Source: Crossref

Published: Sep 1, 2026

DOI: 10.1109/tits.2026.3690629

Open original source ↗

Evidence graph

No public relationships recorded yet.

Integrity note: This page is a factual metadata record created by deterministic ingestion. It is not a claim that the work moves a mathematical frontier or has been independently verified.