Search

Start Over Degree PHD Committee Member Runze Li Committee Member Matthew Logan Reimherr

1. New Procedures for Cox's Model with High Dimensional Predicotrs

open_access
Open Access
Author:
Yu, Ye
Title:
New Procedures for Cox's Model with High Dimensional Predicotrs
Graduate Program:
Statistics
Keywords:
Cox's model
Partial Likelihood
ultrahigh dimensional survival data
model selection consistency
Penalized Likelihood
File:
Download Ye_Dissertation.pdf
Committee Members:
Runze Li, Dissertation Advisor/Co-Advisor
Matthew Logan Reimherr, Committee Member
Lingzhou Xue, Committee Member
Lan Kong, Committee Member

2. FUNCTIONAL DATA BASED INFERENCE FOR HIGH FREQUENCY FINANCIAL DATA

open_access
Open Access
Author:
Taoufik, Bahaeddine
Title:
FUNCTIONAL DATA BASED INFERENCE FOR HIGH FREQUENCY FINANCIAL DATA
Graduate Program:
Statistics
Keywords:
Functional Data
Nonlinear Functional Regression
Cross-section of returns
Cumulative intraday returns
Reproducing kernel Hilbert spaces
File:
Download Dissertation_B_Taoufik.pdf
Committee Members:
Matthew Logan Reimherr, Dissertation Advisor/Co-Advisor
Matthew Logan Reimherr, Committee Chair/Co-Chair
Runze Li, Committee Member
Zhibiao Zhao, Committee Member
John C Liechty, Outside Member

4. Functional Principal Component Analysis and Sparse Functional Regression

open_access
Open Access
Author:
Petrovich, Justin Peter
Title:
Functional Principal Component Analysis and Sparse Functional Regression
Graduate Program:
Statistics
Keywords:
functional data analysis
sparse functional data
FPCA
scalar-on-function regression
File:
Download JustinPetrovich-Dissertation.pdf
Committee Members:
Matthew Logan Reimherr, Dissertation Advisor/Co-Advisor
Matthew Logan Reimherr, Committee Chair/Co-Chair
Runze Li, Committee Member
Ephraim Mont Hanks, Committee Member
Stephanie Trea Lanza, Outside Member
Carrie Daymont, Special Member

5. Functional Manifold Data Analysis

open_access
Open Access
Author:
Kang, Hyun Bin
Title:
Functional Manifold Data Analysis
Graduate Program:
Statistics
Keywords:
Functional Data Analysis
Shape Analysis
Object Oriented Data Analysis
Manifold Learning
Reproducing Kernel Hilbert Space
File:
Download HyunBinKang_dissertation.pdf
Committee Members:
Matthew Logan Reimherr, Dissertation Advisor/Co-Advisor
Matthew Logan Reimherr, Committee Chair/Co-Chair
Runze Li, Committee Member
Bing Li, Committee Member
Mark Shriver, Outside Member

6. Regularization Methods In Functional Data Analysis

open_access
Open Access
Author:
Mirshani, Ardalan
Title:
Regularization Methods In Functional Data Analysis
Graduate Program:
Statistics
Keywords:
Functional Data
Differential Privacy
Hilbert Space
Variable Selection
Reproducing Kernel Hilbert Space
Oracle Property
Elastic Net
Smooth Estimate
Density Estimation
File:
Download PhD_Thesis__Ardalan_Mirshani_.pdf
Committee Members:
Matthew Logan Reimherr, Dissertation Advisor/Co-Advisor
Matthew Logan Reimherr, Committee Chair/Co-Chair
Runze Li, Committee Member
Francesca Chiaromonte, Committee Member
Kateryna Dmytrivna Makova, Outside Member
Ephraim Mont Hanks, Program Head/Chair