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Start Over Committee Member Runze Li Committee Member Matthew Reimherr

2. Dimension reduction for functional data

open_access
Open Access
Author:
Song, Jun
Title:
Dimension reduction for functional data
Graduate Program:
Statistics
Keywords:
dimension reduction
random operator
supervised machine learning
unsupervised machine learning
functional data analysis
handwriting data
speech recognition data
dimension reduction
random operator
supervised machine learning
unsupervised machine learning
functional data analysis
handwriting data
speech recognition data
File:
Download Thesis_Jun.pdf
Committee Members:
Bing Li, Dissertation Advisor/Co-Advisor
Bing Li, Committee Chair/Co-Chair
Naomi S. Altman, Committee Member
Runze Li, Committee Member
Christopher Parker, Outside Member
Matthew Reimherr, Committee Member

3. Statistical Learning on High-Dimensional Multi-Source Data

restricted_to_institution
Restricted (Penn State Only)
Author:
Liu, Shuo Shuo
Title:
Statistical Learning on High-Dimensional Multi-Source Data
Graduate Program:
Statistics (PHD)
Keywords:
Transfer Learning
Multi-View Clustering
High-Dimensional Data
Machine Learning
File:
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Committee Members:
Bing Li, Professor in Charge/Director of Graduate Studies
Xiang Zhu, Major Field Member
Lan Kong, Outside Unit & Field Member
Matthew Reimherr, Major Field Member
Runze Li, Chair & Dissertation Advisor

4. Varying Coefficient Mediation Model

restricted_to_institution
Restricted (Penn State Only)
Author:
Liao, Yujie
Title:
Varying Coefficient Mediation Model
Graduate Program:
Statistics (PHD)
Keywords:
Mediation analysis
Varying coefficient model
Indirect effect
Generalized linear model
File:
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Committee Members:
Bing Li, Major Field Member
Matthew Reimherr, Major Field Member
Runze Li, Chair & Dissertation Advisor
Helen Kamens, Outside Unit & Field Member
Ephraim Mont Hanks, Professor in Charge/Director of Graduate Studies