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1. CAUSAL MODELING APPROACH TO DETERMINE THE EFFECTIVENESS OF TRAFFIC SAFETY COUNTERMEASURES

open_access
Open Access
Author:
SASIDHARAN, LEKSHMI
Title:
CAUSAL MODELING APPROACH TO DETERMINE THE EFFECTIVENESS OF TRAFFIC SAFETY COUNTERMEASURES
Graduate Program:
Civil Engineering
Keywords:
regression estimation
causal models
propensity scores
matching
stratification
File:
Download LEKSHMI-DISSERTATION.pdf
Committee Members:
Eric Todd Donnell, Dissertation Advisor/Co-Advisor
Eric Todd Donnell, Committee Chair/Co-Chair
Paul Peter Jovanis, Committee Member
Martin T Pietrucha, Committee Member
Joseph Francis Schafer, Committee Member

2. Data-adaptive Approaches to Modeling Propensity Scores in Causal Inference Problems

open_access
Open Access
Author:
Zhu, Yeying
Title:
Data-adaptive Approaches to Modeling Propensity Scores in Causal Inference Problems
Graduate Program:
Statistics
Keywords:
causal inference
data-adaptive
data mining
observational studies
propensity scores
File:
Download Yeying-Dissertation.pdf
Committee Members:
Debashis Ghosh, Dissertation Advisor/Co-Advisor
Debashis Ghosh, Committee Chair/Co-Chair
Aleksandra B Slavkovic, Committee Member
Runze Li, Committee Member
Donna Coffman, Committee Member

3. Estimating the Safety Effects of Horizontal Curves on Pennsylvania Two-lane Rural Roads

open_access
Open Access
Author:
Gooch, Jeffrey Paul
Title:
Estimating the Safety Effects of Horizontal Curves on Pennsylvania Two-lane Rural Roads
Graduate Program:
Civil Engineering
Keywords:
Highway safety
traffic safety
horizontal curves
propensity scores
potential outcomes
negative binomial
mixed effects
File:
Download Final_Thesis_Gooch.pdf
Committee Members:
Eric Todd Donnell, Thesis Advisor/Co-Advisor
Vikash Varun Gayah, Thesis Advisor/Co-Advisor
Martin T Pietrucha, Thesis Advisor/Co-Advisor

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

open_access
Open Access
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