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Start Over Committee Member Naomi S Altman Committee Member Aleksandra B Slavkovic

1. Optimization and Statistical Estimation for the Post Randomization Method

open_access
Open Access
Author:
Woo, Yong
Title:
Optimization and Statistical Estimation for the Post Randomization Method
Graduate Program:
Statistics
Keywords:
Post Randomization Method
Statistical Disclosure Control
EM Algorithm
Generalized Linear Models
Constrained Optimization
File:
Download jwoo_dissertation_final.pdf
Committee Members:
Aleksandra B Slavkovic, Dissertation Advisor/Co-Advisor
Donald Richards, Dissertation Advisor/Co-Advisor
Naomi S Altman, Committee Member
Stephanie Trea Lanza, Committee Member

2. Projection Test for High-dimensional Mean Vectors with Optimal Direction

open_access
Open Access
Author:
Huang, Yuan
Title:
Projection Test for High-dimensional Mean Vectors with Optimal Direction
Graduate Program:
Statistics
Keywords:
High-dimensional data
Hotelling's T2 test
Projection test
One-sample problem
Two-sample problem
File:
Download YuanHuang_FinalVersion.pdf
Committee Members:
Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
David Russell Hunter, Committee Member
Naomi S Altman, Committee Member
Lan Kong, Committee Member
Aleksandra B Slavkovic, Committee Member

3. STATISTICAL DATA PRIVACY METHODS FOR INCREASING RESEARCH OPPORTUNITIES

open_access
Open Access
Author:
Snoke, Joshua Valor
Title:
STATISTICAL DATA PRIVACY METHODS FOR INCREASING RESEARCH OPPORTUNITIES
Graduate Program:
Statistics
Keywords:
Statistical Data Privacy
Disclosure Control
Multiparty Computation
Differential Privacy
Partitioned Data
Synthetic Data
File:
Download dissertation.pdf
Committee Members:
Aleksandra B Slavkovic, Dissertation Advisor/Co-Advisor
Naomi S Altman, Committee Chair/Co-Chair
Matthew Logan Reimherr, Committee Member
Timothy Raymond Brick, Committee Member
Timothy Raymond Brick, Outside Member

4. Privacy Preserving Methods in the Era of Big Data: New Methods and Connections

open_access
Open Access
Author:
Nixon, Michelle Anne
Title:
Privacy Preserving Methods in the Era of Big Data: New Methods and Connections
Graduate Program:
Statistics
Keywords:
Statistical Data Privacy
Synthetic Data
Statistical Disclosure Control
Differential Privacy
Knockoffs
File:
Download Nixon_dissertationFinal.pdf
Committee Members:
Aleksandra B Slavkovic, Dissertation Advisor/Co-Advisor
Aleksandra B Slavkovic, Committee Chair/Co-Chair
Naomi S Altman, Committee Member
Lingzhou Xue, Committee Member
Jennifer Lynne Van Hook, Outside Member
Ephraim Mont Hanks, Program Head/Chair