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Connecting Surrogate Safety Measures to Crash Probablity via Causal Probabilistic Time Series Prediction
The autoregressive structure mimicked the causal relationship between condition, action and crash outcome and the probability density functions are used to calculate the conditional action probability, crash probability and conditional crash probability.
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