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Author:

Lee, Kevin Haeseung

Title:

Statistical Learning of Complex Large-Scale Dynamic Systems

Graduate Program:

Statistics

Keywords:

Statistical learning
Model-based clustering
Dynamic networks
Graphical model
EM algorithm
Variational inference

File:

Download Kevin_Lee_Dissertation.pdf

Committee Members:

Lingzhou Xue, Dissertation Advisor/Co-Advisor
Lingzhou Xue, Committee Chair/Co-Chair
David R. Hunter, Committee Member
Runze Li, Committee Member
Nanyin Zhang, Outside Member
Mark S. Handcock, Special Member

Author:

Lyu, Yafei

Title:

STATISTICAL INTEGRATION OF GENOMIC DATA ACROSS LABS, PLATFORMS AND EXPERIMENTAL CONDITIONS

Graduate Program:

Bioinformatics and Genomics

Keywords:

High throughput sequencing
Data integration
Co-expression network
Copula
Graphical model
mixture model

File:

Download Yafei_Thesis.pdf

Committee Members:

Qunhua Li, Dissertation Advisor/Co-Advisor
Qunhua Li, Committee Chair/Co-Chair
Yu Zhang, Committee Member
Ross Cameron Hardison, Committee Member
Lingzhou Xue, Outside Member
Rongling Wu, Committee Member