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Author:

Duan, Wenxiao

Title:

Maximum Entropy Conditional Probability Modeling For Survival Analysis

Graduate Program:

Electrical Engineering

Keywords:

Maximum Entropy
Survival Analysis
SNP
Gradient Ascent

File:

Download MECPM_Final_Version.pdf

Committee Members:

David Jonathan Miller, Thesis Advisor/Co-Advisor
William Kenneth Jenkins, Thesis Advisor/Co-Advisor

Author:

Liu, Xiaoyu

Title:

Joint Modeling of Longitudinal and Survival Data: New Models, Computing Techniques and Applications

Graduate Program:

Statistics

Keywords:

Joint modeling
Longitudinal Study
Survival Analysis
EM-algorithm
Nonparametric

File:

Download Dissertation_X.Liu_Submission.pdf

Committee Members:

Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
David Russell Hunter, Committee Member
Zhibiao Zhao, Committee Member
Stephanie Trea Lanza, Committee Member

Author:

Charania, Rahim Karim

Title:

PREDICTING AND MODELLING THE STATISTICAL LIKELIHOOD OF CARDIAC INCIDENTS USING THE COX PROPORTIONAL HAZARDS MODEL

Graduate Program:

Industrial Engineering

Keywords:

Survival Analysis
Cox Regression Models
Kaplan-Meier Curves
Cardiac Events
Heart Disease
Prediction
Statistical Modelling
Reliability Engineering
Survival Analysis
Cox Regression Models
Kaplan-Meier Curves
Cardiac Events
Heart Disease
Prediction
Statistical Modelling
Reliability Engineering

File:

Download Final_Thesis_Rahim.pdf

Committee Members:

Hui Yang, Thesis Advisor/Co-Advisor

Author:

Zhao, Ge

Title:

Semiparamertic dimension reduction model and applications

Graduate Program:

Statistics

Keywords:

Survival Analysis
Sufficient Dimension Reduction
Semiparametric
Nonparametric

File:

Download GeZhaoDissertation.pdf

Committee Members:

Yanyuan Ma, Dissertation Advisor/Co-Advisor
Yanyuan Ma, Committee Chair/Co-Chair
Michael G Akritas, Committee Member
Bing Li, Committee Member
James Z Wang, Outside Member

Author:

Clayman, Carly

Title:

RNA Sequencing and Clinical Data Analysis of Multiple Cancer Types on the National Cancer Institute's Genomic Data Commons

Graduate Program:

Engineering Science

Keywords:

RNA Sequencing
Genomic Data Commons
TCGA
Prostate Cancer
Survival Analysis
Boruta Random Forest
Feature Selection
Clustering Analysis
Principal Component Analysis
Clinical Data
RNA-Seq
Cancer
Landmark Genes

File:

Download MS_Thesis_Clayman_2019.pdf

Committee Members:

Satish Mahadevan Srinivasan, Thesis Advisor/Co-Advisor
Raghu Sangwan, Committee Member
Youakim Badr, Committee Member
Colin Neill, Program Head/Chair