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Author:

Simsek, Caner

Title:

And I Took That Personally: Explaining The Differing Routes to Personalist Dictatorships

Graduate Program:

Political Science (PHD)

Keywords:

authoritarian regimes
personalist regimes
security personalization
purges

File:

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Committee Members:

Lee Banaszak, Program Head/Chair
Vineeta Yadav, Major Field Member
Joseph Wright, Co-Chair & Dissertation Advisor
Runze Li, Outside Unit & Field Member
Bruce Desmarais, Co-Chair of Committee

Author:

Liu, Shuo Shuo

Title:

Statistical Learning on High-Dimensional Multi-Source Data

Graduate Program:

Statistics (PHD)

Keywords:

Transfer Learning
Multi-View Clustering
High-Dimensional Data
Machine Learning

File:

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Committee Members:

Bing Li, Professor in Charge/Director of Graduate Studies
Xiang Zhu, Major Field Member
Lan Kong, Outside Unit & Field Member
Matthew Reimherr, Major Field Member
Runze Li, Chair & Dissertation Advisor

Author:

Zhang, Zhe

Title:

Inference Methods for High-Dimensional Data: A Focus On Different Hypothesis Testing Problems

Graduate Program:

Statistics (PHD)

Keywords:

statistical inference
high dimension
marginal coordinate hypothesis
sufficient dimension reduction
partial linear model
power enhancement
linear hypothesis

File:

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Committee Members:

Murali Haran, Program Head/Chair
Bing Li, Major Field Member
Zhibiao Zhao, Major Field Member
Ming Wang, Outside Unit & Field Member
Runze Li, Chair & Dissertation Advisor

Author:

Zhang, Qi

Title:

Dimension Reduction and Graphical Models using Optimal Transport

Graduate Program:

Statistics (PHD)

Keywords:

Sufficient dimension reduction;
Metric space-valued data;
Graphical model;
Optimal transport;

File:

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Committee Members:

Bing Li, Professor in Charge/Director of Graduate Studies
Lingzhou Xue, Co-Chair & Dissertation Advisor
Ting He, Outside Unit & Field Member
Bing Li, Co-Chair & Dissertation Advisor
Runze Li, Major Field Member

Author:

Tong, Zhaoxue

Title:

Robust Techniques for High-dimensional Data: Modern Approaches and Applications

Graduate Program:

Statistics (PHD)

Keywords:

feature screening
false discovery rate control
robust regression
and precision matrix estimation
feature screening
false discovery rate control
robust regression
precision matrix estimation
heavy-tailed data
model-free
strong oracle property
winsorization

File:

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Committee Members:

Bing Li, Professor in Charge/Director of Graduate Studies
Yanyuan Ma, Major Field Member
Bing Li, Major Field Member
Ming Wang, Outside Unit & Field Member
Runze Li, Chair & Dissertation Advisor

Author:

Li, Xinru

Title:

Large-scale Discrete Optimization via Simulation Using Gaussian Markov Random Field

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Gaussian Markov random field
discrete optimization via simulation
linear algebraic
high-dimensional
parallelization

File:

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Committee Members:

Eunhye Song, Chair & Dissertation Advisor
Enrique Del Castillo, Major Field Member
Russell Barton, Major Field Member
Runze Li, Outside Unit, Field & Minor Member
Steven Landry, Program Head/Chair
Andreas Waechter, Special Member
Member Committee, Special Member