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Author:

Lee, Hyang Min

Title:

Variable Selection and Regularized Mixture Modeling for Clustering

Graduate Program:

Statistics

Keywords:

Modal EM
Ridgeline EM
Wrapper method
Aggregated distinctiveness
Gaussian mixture models
Covariance shrinkage
BIC-type penalized log-likelihood
Mixture model based clustering
Model regularization

File:

Download Hyang_Min_Lee-Dissertation.pdf

Committee Members:

Jia Li, Dissertation Advisor/Co-Advisor
Jia Li, Committee Chair/Co-Chair
Bruce G Lindsay, Committee Member
Donald Richards, Committee Member
Peng Liu, Committee Member

Author:

Lee, Juyoun

Title:

Sampling contingency tables given sets of marginals and/or conditionals in the context of statistical disclosure limitation

Graduate Program:

Statistics

Keywords:

Algebraic Statistics
Monte Carlo)
Stochastic Computation and Simulation Methods (MCM
Categorical Data Analysis
Contingency Tables
Statistical Disclosure Limitation Method

File:

Download JuyounLee-Dissertation.pdf

Committee Members:

Aleksandra B Slavkovic, Dissertation Advisor/Co-Advisor
Aleksandra B Slavkovic, Committee Chair/Co-Chair
Donald Richards, Committee Member
Murali Haran, Committee Member
Yuri Zarhin, Committee Member