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

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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

2. Statistical Inference for High Dimensional Models

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Restricted (Penn State Only)
Author:
Cui, Shijie
Title:
Statistical Inference for High Dimensional Models
Graduate Program:
Statistics (PHD)
Keywords:
statistics
statistical inference
high dimension
partially linear single index
matrix
rank
double robust
measurement error
misspecified
sparse SVD
File:
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Committee Members:
Lingzhou Xue, Major Field Member
Yanyuan Ma, Major Field Member
Rongling Wu, Outside Unit & Field Member
Bing Li, Major Field Member
Runze Li, Chair & Dissertation Advisor
Ephraim Mont Hanks, Professor in Charge/Director of Graduate Studies