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Author:

Constantinou, Panayiotis

Title:

TESTING SEPARABILITY OF FUNCTIONAL DATA

Graduate Program:

Statistics

Keywords:

Separability
Functional data
Space-time processes
Functional panels

File:

Download Panayiotis_Constantinou-thesis.pdf

Committee Members:

Matthew Logan Reimherr, Dissertation Advisor/Co-Advisor
Matthew Logan Reimherr, Committee Chair/Co-Chair
Michael G Akritas, Committee Member
Bing Li, Committee Member
John C Liechty, Outside Member

Author:

Choi, Hyunphil

Title:

Confidence Regions and Bands : for Functional Parameters and Hypothesis Testing Inversion

Graduate Program:

Statistics

Keywords:

Functional Data Analysis
Hypothesis Testing
Confidence Regions
Confidence Bands
Principal Component Analysis
Gaussian Process
Distribution Goodness-of-Fit Tests
Kolmogorov-Smirnov
Anderson-Darling
Time Series
Bootstrap
Test-Inversion
Market Predictability

File:

Download Thesis_HyunphilChoi_0622A.pdf

Committee Members:

Matthew Logan Reimherr, Dissertation Advisor/Co-Advisor
Matthew Logan Reimherr, Committee Chair/Co-Chair
Bing Li, Committee Member
Bharath Kumar Sriperumbudur, Committee Member
Timothy T Simin, Outside Member

Author:

Yang, Songshan

Title:

TIME-VARYING EFFECT MODEL FOR STUDYING GROUP DIFFERENCE IN HEALTH BEHAVIOR

Graduate Program:

Statistics

Keywords:

Time varying-coefficient effect model

File:

Download Penn_State_University_Thesis.pdf

Committee Members:

Runze Li, Thesis Advisor/Co-Advisor
Bing Li, Committee Member
Matthew Logan Reimherr, Committee Member

Author:

Yang, Songshan

Title:

NEW STATISTICAL ANALYTIC TOOLS FOR HIGH DIMENSIONAL DATA

Graduate Program:

Statistics

Keywords:

High Dimensional Data
Feature Screening
Statistical Inference

File:

Download YourName-Dissertation.pdf

Committee Members:

Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
Bing Li, Committee Member
Matthew Logan Reimherr, Committee Member
Jingzhi Huang, Outside Member

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