Search

Author:

Wood, Jonathan Sayre

Title:

Causal inference in traffic safety research: comparison of the empirical Bayes and propensity scores-potential outcomes methods

Graduate Program:

Civil Engineering

Keywords:

Causal inference
empirical Bayes
transportation safety
genetic matching
propensity scores
crash modification factor

File:

Download Wood_Doctoral_Thesis_Final.pdf

Committee Members:

Eric Todd Donnell, Dissertation Advisor/Co-Advisor
Eric Todd Donnell, Committee Chair/Co-Chair
Sukran Ilgin Guler, Committee Member
Martin T Pietrucha, Committee Member
Luke John Keele, Special Member
Glenn A Firebaugh, Special Member

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 matching
crash modification factor
shoulder and centerline rumble strips
safety effect estimates
causal inference
Bayesian method
covariate balancing

File:

Download Lingyu_Doctoral_Dissertation_Final.pdf

Committee Members:

Eric T. Donnell, Dissertation Advisor/Co-Advisor
Eric T. Donnell, Committee Chair/Co-Chair
Vikash V. Gayah, Committee Member
S. Ilgin Guler, Committee Member
Kari Lock Morgan, Outside Member