Connecting Surrogate Safety Measures to Crash Probablity via Causal Probabilistic Time Series Prediction

Jiajian Lu, Offer Grembek, Mark Hansen

Surrogate safety measures can provide fast and pro-active safety analysis and give insights on the pre-crash process and crash failure mechanism by studying near misses. However, v…