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Author:

Sudhakar Shetty, Samidha

Title:

Statistical Analysis of Missing Not at Random Problems with a Nonparametric Regression Model and Semiparametric Missingness Mechanism.

Graduate Program:

Statistics (PHD)

Keywords:

Efficient influence function model misspecification
nonignorable missing data
propensity of missing data
robust estimation
semiparametric statistics.
Nonignorable missing data
Semiparametric statistics
Efficient influence function
Robust estimation
Efficient estimation

File:

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Committee Members:

Bing Li, Professor in Charge/Director of Graduate Studies
Yanyuan Ma, Chair & Dissertation Advisor
Xiaoyue Niu, Major Field Member
Rongling Wu, Outside Unit & Field Member
Bing Li, Major Field Member

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