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Start Over Committee Member Ephraim Hanks Committee Member Runze Li Access Level restricted_to_institution

1. Topics on High-Dimensional Statistical Methods for Compositional Data

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Restricted (Penn State Only)
Author:
Srinivasan, Arun
Title:
Topics on High-Dimensional Statistical Methods for Compositional Data
Graduate Program:
Statistics (PHD)
Keywords:
compositional data analysis
robust statistics
human microbiome
high-dimensional statistics
covariance estimation
knockoff filter
variable selection
tyler's m-estimator
huber's m-estimator
File:
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Committee Members:
Lingzhou Xue, Chair & Dissertation Advisor
Xiang Zhan, Outside Unit & Field Member
Runze Li, Major Field Member
Francesca Chiaromonte, Major Field Member
Ephraim Hanks, Professor in Charge/Director of Graduate Studies

2. Tests of Hypotheses on Regression Coefficients in High-Dimensional Regression Models

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Restricted (Penn State Only)
Author:
Zhao, Ye Alex
Title:
Tests of Hypotheses on Regression Coefficients in High-Dimensional Regression Models
Graduate Program:
Statistics (PHD)
Keywords:
high-dimensional inference
regression coefficient testing
hypothesis testing
File:
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Committee Members:
Ephraim Hanks, Professor in Charge/Director of Graduate Studies
Rongling Wu, Outside Unit & Field Member
Le Bao, Major Field Member
Runze Li, Chair & Dissertation Advisor
Ethan Fang, Major Field Member