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Author:

Xu, Zhanxiong

Title:

Efficient parameter estimation methods using quantile regression in heteroscedastic models

Graduate Program:

Statistics

Keywords:

quantile regression
heteroscedastic models
optimal weighting
composite quantile regression

File:

Download Final_Dissertation.pdf

Committee Members:

Zhibiao Zhao, Dissertation Advisor/Co-Advisor
Zhibiao Zhao, Committee Chair/Co-Chair
Runze Li, Committee Member
Lingzhou Xue, Committee Member
Tao Yao, Outside Member

Author:

Tran, Tran

Title:

Facilitating Access and Advancing Analytical Methodology for Confidential Data via Differentially Private Quantile Regression

Graduate Program:

Statistics

Keywords:

differential privacy
quantile regression

File:

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Committee Members:

Bing Li, Professor in Charge/Director of Graduate Studies
Sarah Rajtmajer, Outside Unit & Field Member
hyebin song, Major Field Member
Matthew Reimherr, Co-Chair & Dissertation Advisor
Aleksandra Slavkovic, Co-Chair & Dissertation Advisor