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Start Over Committee Member Ephraim Mont Hanks Committee Member Runze Li

11. Multi-block ADMM Algorithms for High-dimensional Sparse Estimation

open_access
Open Access
Author:
Wen, Jiawei
Title:
Multi-block ADMM Algorithms for High-dimensional Sparse Estimation
Graduate Program:
Statistics
Keywords:
Feature partition
Alternating direction method of multipliers
High dimensional data
File:
Download jiawei_dissertation.pdf
Committee Members:
Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
Ethan Xingyuan Fang, Committee Chair/Co-Chair
Lingzhou Xue, Committee Member
Helen Marie Kamens, Outside Member
Ephraim Mont Hanks, Program Head/Chair
Ethan Xingyuan Fang, Dissertation Advisor/Co-Advisor

12. Statistical Inference for High Dimensional Models

restricted_to_institution
Restricted (Penn State Only)
Author:
Cui, Shijie
Title:
Statistical Inference for High Dimensional Models
Graduate Program:
Statistics (PHD)
Keywords:
statistics
statistical inference
high dimension
partially linear single index
matrix
rank
double robust
measurement error
misspecified
sparse SVD
File:
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Committee Members:
Lingzhou Xue, Major Field Member
Yanyuan Ma, Major Field Member
Rongling Wu, Outside Unit & Field Member
Bing Li, Major Field Member
Runze Li, Chair & Dissertation Advisor
Ephraim Mont Hanks, Professor in Charge/Director of Graduate Studies

13. Everyone Counts: Advanced Methods for Estimating Marginalized Populations

open_access
Open Access
Author:
Laga, Ian
Title:
Everyone Counts: Advanced Methods for Estimating Marginalized Populations
Graduate Program:
Statistics (PHD)
Keywords:
HIV
Key Population
Bayesian Modeling
Small Area Estimation
Prevalence Mapping
Size Estimation
Aggregated Relational Data
File:
Download Ian_Laga_Dissertation.pdf
Committee Members:
Ashton Verdery, Outside Unit & Field Member
Xiaoyue Niu, Co-Chair & Dissertation Advisor
Le Bao, Co-Chair & Dissertation Advisor
Hyungsuk Tak, Major Field Member
Runze Li, Major Field Member
Ephraim Mont Hanks, Program Head/Chair

14. New advances in structure learning of graphical models

restricted_to_institution
Restricted (Penn State Only)
Author:
Tao, Jun
Title:
New advances in structure learning of graphical models
Graduate Program:
Statistics (PHD)
Keywords:
graphical model
statistical learning
File:
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Committee Members:
Ephraim Mont Hanks, Professor in Charge/Director of Graduate Studies
Lingzhou Xue, Chair & Dissertation Advisor
Antonio Blanca, Outside Unit & Field Member
Bing Li, Dissertation Co-Advisor
Runze Li, Major Field Member

15. New Statistical Tools for Independence and Conditional Independence

open_access
Open Access
Author:
Cai, Zhanrui
Title:
New Statistical Tools for Independence and Conditional Independence
Graduate Program:
Statistics (PHD)
Keywords:
Online leaerning
dimension reduction
test of independence
test of conditional independence
causal discovery
File:
Download Zhanrui.pdf
Committee Members:
Bharath Kumar Sriperumbudur, Major Field Member
Yanyuan Ma, Major Field Member
Bing Li, Major Field Member
Ming Wang, Outside Unit & Field Member
Runze Li, Chair & Dissertation Advisor
Ephraim Mont Hanks, Program Head/Chair