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Author:

Markley, Scott Conrad

Title:

Joint Parsimonious Modeling and Model Order Selection for Multivariate Gaussian Mixtures

Graduate Program:

Electrical Engineering

Keywords:

Expectation Maximization
Model Order Selection
Bayesian Information Criterion
Multivariate Gaussian

File:

Download ScottMarkley-Thesis.pdf

Committee Members:

David Jonathan Miller, Thesis Advisor/Co-Advisor
David Jonathan Miller, Thesis Advisor/Co-Advisor

Author:

Midya, Vishal

Title:

Frequentist and Bayesian hypothesis testing focusing on meaningful effect sizes

Graduate Program:

Biostatistics

Keywords:

Testing of Hypothesis
Bayes Factor
Bayesian Information Criterion
Effect Size
Type 2 Error
Interval Null Hypothesis
Type 1 Error
ROPE

File:

Download Penn_State_University_thesis___Vishal_Midya.pdf

Committee Members:

Jiangang Liao, Dissertation Advisor/Co-Advisor
Jiangang Liao, Committee Chair/Co-Chair
Vonn Andrew Walter, Committee Member
Pritish Mondal, Special Member
Arun Kumar Sharma, Outside Member
Arthur Steven Berg, Program Head/Chair
Arthur Steven Berg, Committee Chair/Co-Chair
Arthur Steven Berg, Dissertation Advisor/Co-Advisor