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Author:

Li, Mengyan

Title:

Statistical Inference with Corrupted Data

Graduate Program:

Statistics

Keywords:

Measurement error model
Efficient score method
Semiparametric regression
High dimensional inference
Nonignorable missing data
Statistical inference

File:

Download Dissertation_Mengyan_final.pdf

Committee Members:

Yanyuan Ma, Dissertation Advisor/Co-Advisor
Yanyuan Ma, Committee Chair/Co-Chair
Michael G Akritas, Committee Member
Bing Li, Committee Member
Lan Kong, Outside Member
Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
Ephraim Mont Hanks, Program Head/Chair

Author:

Wen, Jiawei

Title:

Multi-block ADMM Algorithms for High-dimensional Sparse Estimation

Graduate Program:

Statistics

Keywords:

Feature partition
Alternating direction method of multipliers
High dimensional data

File:

Download jiawei_dissertation.pdf

Committee Members:

Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
Ethan Xingyuan Fang, Committee Chair/Co-Chair
Lingzhou Xue, Committee Member
Helen Marie Kamens, Outside Member
Ephraim Mont Hanks, Program Head/Chair
Ethan Xingyuan Fang, Dissertation Advisor/Co-Advisor