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Author:

Lin, Junyi

Title:

Variance-bias Trade-off in Generalized Linear Regression Models

Graduate Program:

Statistics

Keywords:

bias and variance tradeoff
covariate-adjusted approach
generalized linear model

File:

Download MasterThesis_Junyi.pdf

Committee Members:

Dr Runze Li, Thesis Advisor/Co-Advisor
Runze Li, Thesis Advisor/Co-Advisor

Author:

Lin, Junyi

Title:

Model Misspecification and Feature Screening for Ultrahigh Dimensional Data

Graduate Program:

Statistics

Keywords:

Covariate-adjusted approach; generalized linear re

File:

Download JunyiLin-Dissertation.pdf

Committee Members:

Runze Li, Committee Chair/Co-Chair
Naomi Altman, Committee Member
Debashis Ghosh, Committee Member
Hunter David, Committee Member
Ping Xu, Committee Member

Author:

Lin, Junli

Title:

Copula Versions of RKHS-Based and Distance-Based Criteria

Graduate Program:

Statistics

Keywords:

kernel methods
permutation method
two-sample problems
copula
kernel methods
permutation methods
V-statistic

File:

Download JunliLin-Dissertation.pdf

Committee Members:

Michael Akritas, Dissertation Advisor/Co-Advisor
Michael Akritas, Committee Chair/Co-Chair
Matthew Reimherr, Committee Member
Bharath Sriperumbudur, Committee Member
Jesse Barlow, Outside Member