Use of crash surrogates and exceedance statistics to estimate road safety

► A new modeling paradigm that incorporates crash precursor events is proposed. ► The proposed approach to modeling improves representation of crash occurrence. ► A Pareto-based estimation of collision likelihood is explained and illustrated. ► The proposed paradigm allows integration of statistical and micro-simulation models.