1. Evaluating the Reliability of Automatically Generated Pedestrian and Bicycle Crash Surrogates Open Access Author: Sengupta, Agnimitra Title: Evaluating the Reliability of Automatically Generated Pedestrian and Bicycle Crash Surrogates Graduate Program: Civil Engineering (MS) Keywords: traffic safetytransportation engineeringvulnerable road userpedestrian safetybicycle safetymachine learningstatistical modelingimbalanced datasurrogate safety measurestraffic conflict analysisBayesian optimization File: Download PSU_MS_Agnimitra_Sengupta.pdf Committee Members: S. Ilgin Guler, Thesis Advisor/Co-AdvisorVikash V. Gayah, Committee MemberPatrick Fox, Program Head/ChairXianbiao Hu, Committee Member