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Author:

Wu, Kun-Feng

Title:

DEFINING, SCREENING, AND TESTING CRASH SURROGATES USING NATURALISTIC DRIVING DATA

Graduate Program:

Civil Engineering

Keywords:

traffic safety
crash surrogate
naturalistic driving study data analysis

File:

Download Thesis_V15.pdf

Committee Members:

Paul Peter Jovanis, Dissertation Advisor/Co-Advisor
Paul Peter Jovanis, Committee Chair/Co-Chair
Martin T Pietrucha, Committee Member
Eric Todd Donnell, Committee Member
Aleksandra B Slavković, Committee Member

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

Author:

Sengupta, Agnimitra

Title:

Evaluating the Reliability of Automatically Generated Pedestrian and Bicycle Crash Surrogates

Graduate Program:

Civil Engineering (MS)

Keywords:

traffic safety
transportation engineering
vulnerable road user
pedestrian safety
bicycle safety
machine learning
statistical modeling
imbalanced data
surrogate safety measures
traffic conflict analysis
Bayesian optimization

File:

Download PSU_MS_Agnimitra_Sengupta.pdf

Committee Members:

S. Ilgin Guler, Thesis Advisor/Co-Advisor
Vikash V. Gayah, Committee Member
Patrick Fox, Program Head/Chair
Xianbiao Hu, Committee Member