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Author:

Kang, Doh Yung

Title:

CAUSAL INFERENCE BY SEMIPARAMETRIC IMPUTATION

Graduate Program:

Statistics

Keywords:

estimating function
survey inference
imputation
Causal inference
missing data

File:

Download joseph-Dissertation.pdf

Committee Members:

Joseph Francis Schafer, Committee Chair/Co-Chair
Rana Arnold, Committee Member
Vernon Michael Chinchilli, Committee Member
Murali Haran, 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

Author:

Xiong, Sihan

Title:

BAYESIAN NONPARAMETRIC MODELING OF CATEGORICAL DATA WITH APPLICATIONS TO DYNAMIC DATA-DRIVEN SYSTEMS

Graduate Program:

Mechanical Engineering

Keywords:

Bayesian nonparametric
Causal inference
Panel Data
Variational Inference
Sequential Classification
Information fusion

File:

Download thesis_submit.pdf

Committee Members:

Asok Ray, Dissertation Advisor/Co-Advisor
Asok Ray, Committee Chair/Co-Chair
Shashi Phoha, Committee Member
Christopher D. Rahn, Committee Member
Mark Levi, Outside Member

Author:

Mondal, Orville

Title:

Essays in Causal Inference and Experimental Design

Graduate Program:

Economics (PHD)

Keywords:

Causal inference
Non-compliance
External validity
experimental design

File:

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Committee Members:

Keisuke Hirano, Chair & Dissertation Advisor
Joris Pinkse, Major Field Member
Barry Ickes, Program Head/Chair
Michael Gechter, Major Field Member
David Vanness, Outside Unit & Field Member

Author:

Hu, Eric

Title:

Bilingualism, School Socioeconomic Composition, and Language Instruction Program: Three Studies on Student’s Academic, Behavioral, and Executive Functioning in Elementary School

Graduate Program:

Educational Theory and Policy (PHD)

Keywords:

Academic achievement
Elementary
ECLS-K:2011
Growth trajectories
Causal inference
Bilingualism
Language instructional program
School Socioeconomic Composition

File:

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Committee Members:

Mimi Schaub, Professor in Charge/Director of Graduate Studies
Amy Crosson, Outside Unit Member
Soo-yong Byun, Minor & Outside Field Member
Paul Morgan, Chair & Dissertation Advisor
Mimi Schaub, Major Field Member

Author:

Lee, Boyoon

Title:

Anti-Immigrant Attitudes in Asia

Graduate Program:

Political Science (PHD)

Keywords:

Anti-immigrant attitudes
Asia
Immigration
Causal inference
Conjoint analysis

File:

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Committee Members:

Jonathan Abel, Outside Unit & Field Member
Charles Crabtree, Special Member
Bruce Desmarais, Major Field Member
Boliang Zhu, Major Field Member
Matthew Golder, Chair & Dissertation Advisor
Michael Nelson, Professor in Charge/Director of Graduate Studies

Author:

Huang, Siyi

Title:

Analytics and Modeling for Substance Use: Transition Patterns, Policy Effects, and Patient Engagement Optimization

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Substance use
Latent transition analysis
Causal inference
Dynamic prgramming
Optimization
Capacity management

File:

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Committee Members:

Yue Zhang, Outside Unit & Field Member
Ling Rothrock, Professor in Charge/Director of Graduate Studies
Uday Shanbhag, Major Field Member
Paul Griffin, Co-Chair & Dissertation Advisor
Qiushi Chen, Co-Chair & Dissertation Advisor