1. Nonparametric Models for Crossed Mixed Effects Designs Open Access Author: Gaugler, Trent Title: Nonparametric Models for Crossed Mixed Effects Designs Graduate Program: Statistics Keywords: mixed effects modelshypothesis testingnonparametric statisticsU-statisticsNeyman-Scott asymptotics File: Download TrentGaugler-Dissertation.pdf Committee Members: Michael G Akritas, Committee Chair/Co-ChairRana Arnold, Committee MemberThomas P Hettmansperger, Committee MemberD Wayne Osgood, Committee Member
2. Multiple Hypothesis Testing of Discrete Data Open Access Author: Austin, Stefanie Rose Title: Multiple Hypothesis Testing of Discrete Data Graduate Program: Statistics Keywords: statisticshypothesis testingmultiple testingfalse discovery rateFDRdiscretebenjamini and hochbergnull hypotheses File: Download Austin_Stefanie_Master_Thesis_final.pdf Committee Members: Naomi S Altman, Thesis Advisor/Co-Advisor
3. Differentially Private Hypothesis Testing For Normal Random Variables. Open Access Author: Solea, Eftychia Title: Differentially Private Hypothesis Testing For Normal Random Variables. Graduate Program: Statistics Keywords: differential privacyhypothesis testingnormal distribution File: Download Eftychia-MS.pdf Committee Members: Aleksandra B Slavkovic, Thesis Advisor/Co-Advisor
4. Tests of Hypotheses on Regression Coefficients in High-Dimensional Regression Models Restricted (Penn State Only) Author: Zhao, Ye Alex Title: Tests of Hypotheses on Regression Coefficients in High-Dimensional Regression Models Graduate Program: Statistics Keywords: high-dimensional inferenceregression coefficient testinghypothesis testing File: Login to Download Committee Members: Ephraim Hanks, Professor in Charge/Director of Graduate StudiesRongling Wu, Outside Unit & Field MemberLe Bao, Major Field MemberRunze Li, Chair & Dissertation AdvisorEthan Fang, Major Field Member