Search

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

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

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