A hierarchical Bayesian model jointly imputes missing ADT and estimates segment crash rates with flexible exposure exponents, outperforming Empirical Bayes by PSIS-LOO Δelpd of 9,394 on Ohio data.
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Beyond Empirical Bayes: A Hierarchical Bayesian Approach to Crash Rate Estimation with Missing Traffic Volume
A hierarchical Bayesian model jointly imputes missing ADT and estimates segment crash rates with flexible exposure exponents, outperforming Empirical Bayes by PSIS-LOO Δelpd of 9,394 on Ohio data.