1. SAFETY EFFECTS OF SHOULDER AND CENTERLINE RUMBLE STRIPS: A BAYESIAN PROPENSITY SCORE MATCHING FRAMEWORK Open Access Author: Li, Lingyu Title: SAFETY EFFECTS OF SHOULDER AND CENTERLINE RUMBLE STRIPS: A BAYESIAN PROPENSITY SCORE MATCHING FRAMEWORK Graduate Program: Civil Engineering Keywords: Propensity score matchingcrash modification factorshoulder and centerline rumble stripssafety effect estimatescausal inferenceBayesian methodcovariate balancing File: Download Lingyu_Doctoral_Dissertation_Final.pdf Committee Members: Eric T. Donnell, Dissertation Advisor/Co-AdvisorEric T. Donnell, Committee Chair/Co-ChairVikash V. Gayah, Committee MemberS. Ilgin Guler, Committee MemberKari Lock Morgan, Outside Member