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Author:

Agarwal, Amal

Title:

Model-Based Clustering of Nonparametric Weighted Networks

Graduate Program:

Statistics

Keywords:

Exponential-family random graphical model
Local likelihood
Variational inference

File:

Download Amal-Dissertation.pdf

Committee Members:

Lingzhou Xue, Thesis Advisor/Co-Advisor
Zhibiao Zhao, Committee Member
Ephraim Mont Hanks, Program Head/Chair

Author:

Agarwal, Amal

Title:

Statistical Network Modeling and its Applications in Complex Large-Scale Systems

Graduate Program:

Statistics

Keywords:

Clustering
Environmental studies
Exponential-family random graphical model
Variational Inference
Dynamic Network
Weighted Network
Pollution Detection

File:

Download Amal-Dissertation.pdf

Committee Members:

Lingzhou Xue, Dissertation Advisor/Co-Advisor
Lingzhou Xue, Committee Chair/Co-Chair
David Russell Hunter, Committee Member
Dennis Kon-Jin Lin, Committee Member
Xiang Zhan, Outside Member
Aleksandra B Slavkovic, Committee Member
Ephraim Mont Hanks, Program Head/Chair