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Author:

Karwa, Vishesh

Title:

SAFETY EFFECTS OF PAVEMENT MARKING RETROREFLECTIVITY:AN APPLICATION OF CAUSAL BAYESIAN NETWORKS

Graduate Program:

Civil Engineering

Keywords:

safety
Pavement marking retroreflecitivyt
Causal Inference
Bayeisan Networks

File:

Download Vishesh_Karwa.pdf

Committee Members:

Eric Todd Donnell, Thesis Advisor/Co-Advisor
Eric Todd Donnell, Thesis Advisor/Co-Advisor

Author:

Yang, Qiong

Title:

Reinvestigation of causal effects of Right Heart catheterization: a matching approach

Graduate Program:

Statistics

Keywords:

Right Heart Catheterization
Causal Inference
Matching
Sensitivity Analysis

File:

Download Qiong-Master.pdf

Committee Members:

Debashis Ghosh, Thesis Advisor/Co-Advisor
Aleksandra B Slavkovic, Thesis Advisor/Co-Advisor
Spiro E Stefanou, Thesis Advisor/Co-Advisor

Author:

Cho, Youngjoo

Title:

Semiparametric Analysis of Failure Time Data in the Presence of Dependent Censoring

Graduate Program:

Statistics

Keywords:

Bivariate Data
Failure Times
Perturbation Method
Resampling
U-statistics
Causal Inference
Observational Study

File:

Download Youngjoo_Cho-Dissertation.pdf

Committee Members:

Debashis Ghosh, Dissertation Advisor/Co-Advisor
Debashis Ghosh, Committee Chair/Co-Chair
David Russell Hunter, Committee Member
Runze Li, Committee Member
Christopher Jon Zorn, Committee Member

Author:

Naz, Syeda

Title:

ESSAYS ON BIRTH SPACING AND FERTILITY IN SOUTH ASIA

Graduate Program:

Health Policy and Administration

Keywords:

Fertility
Birth Spacing
Birth Interval
Family Planning
Reproductive Health
Demographic Methods
Causal Inference

File:

Download Dissertation_SN_Final.pdf

Committee Members:

Mary Shenk, Outside Field Member
Jeannette Rogowski, Major Field Member
Nancy Luke, Outside Unit Member
Yubraj Acharya, Chair & Dissertation Advisor
Chris Hollenbeak, Program Head/Chair

Author:

Hsieh, Tsung Yu

Title:

Explainable Predictive Modeling and Causal Effect Estimation from Complex Time-varying Data

Graduate Program:

Computer Science and Engineering

Keywords:

Explainable Machine Learning
Time Series Learning
Deep Neural Networks
Attention Networks
Functional Data Analysis
Causal Inference

File:

Download Dissertation-TsungYuHsieh.pdf

Committee Members:

David Miller, Major Field Member
Wang-Chien Lee, Major Field Member
Vasant Honavar, Chair & Dissertation Advisor
Matthew Reimherr, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair

Author:

Khademi, Aria

Title:

Excursions in Causal Data Science: Fairness, Causal Attribution, and Applications

Graduate Program:

Informatics

Keywords:

Artificial Intelligence
Machine Learning
Causal Inference
Interpretable Machine Learning
Fairness
Health Care
Causal Attribution

File:

Download PhD_Dissertation_Aria_Khademi.pdf

Committee Members:

Daniel Susser, Major Field Member
Sarah Rajtmajer, Major Field Member
Vasant Honavar, Chair & Dissertation Advisor
Aleksandra Slavkovic, Outside Unit, Field & Minor Member
Mary Beth Rosson, Program Head/Chair

Author:

Park, Mingean

Title:

POLICY AND POPULATION: INSTITUTIONS AND FERTILITY BEHAVIOR

Graduate Program:

Public Administration

Keywords:

Population Policy
Family Policy
Fertility Behavior
Birth Rate
Pregnancy
Abortion Bans
Policy Bundles
Polycentricity
Causal Inference
Spatiotemporal Models

File:

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Committee Members:

Goktug Morcol, Professor in Charge/Director of Graduate Studies
Shugo Shinohara, Special Member
Lilliard Richardson, Outside Unit Member
Sungwoog Choi, Outside Field Member
Younhee Kim, Chair & Dissertation Advisor
Dan Mallinson, Major Field Member

Author:

Li, Cong

Title:

Essays on Applied Microeconomics

Graduate Program:

Economics

Keywords:

Ability Tracking
Regression Discontinuity
Applied Micro
Causal Inference
Skill Formation Function

File:

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Committee Members:

Barry Ickes, Program Head/Chair
John Cheslock, Outside Unit & Field Member
Mark Roberts, Major Field Member
Ewout Verriest, Chair & Dissertation Advisor
James Tybout, Major Field Member

Author:

Wu, Xue

Title:

Statistical Methods Development for Analyzing Biomarkers, Treatments and Survival Endpoints

Graduate Program:

Biostatistics

Keywords:

Time-to-event Endpoints
Causal Inference
High Dimensional Data
Propensity Score Matching
Time-dependent Confounders
Observational Studies

File:

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Committee Members:

Dave Mauger, Major Field Member
Ming Wang, Special Member
Shouhao Zhou, Major Field Member
Vernon Chinchilli, Chair & Dissertation Advisor
Andrew Foy, Outside Unit & Field Member
Chixiang Chen, Special Member
Arthur Berg, Professor in Charge/Director of Graduate Studies