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Author:

Seo, Byungtae

Title:

DOUBLY-SMOOTHED MAXIMUM LIKELIHOOD ESTIMATION

Graduate Program:

Statistics

Keywords:

Mixture models
Measurement error models
Minimum distance estimation
Nonparametric statistics
Kullback-Leibler distance
Kernel smoothing

File:

Download Seo_thesis.pdf

Committee Members:

Bruce G Lindsay, Committee Chair/Co-Chair
Bing Li, Committee Member
David Russell Hunter, Committee Member
Hung Yu Lin, Committee Member

Author:

Kuruppumullage Don, Prabhani

Title:

Estimation and Model Selection for Block Clustering with Mixtures: A Composite Likelihood Approach

Graduate Program:

Statistics

Keywords:

Block clustering
Composite Likelihood
EM algorithm
Mixture models

File:

Download Prabhani.pdf

Committee Members:

Bruce G Lindsay, Dissertation Advisor/Co-Advisor
Francesca Chiaromonte, Dissertation Advisor/Co-Advisor
Bruce G Lindsay, Committee Chair/Co-Chair
Francesca Chiaromonte, Committee Chair/Co-Chair
David Russell Hunter, Committee Member
Kateryna Dmytrivna Makova, Committee Member
Dr Aleksandra Slavkovic, Special Member

Author:

Pujet-Mercier, Mehdi

Title:

Uncertainty propagation for perturbed two-body orbits using Gaussian mixture models

Graduate Program:

Aerospace Engineering

Keywords:

Kalman
Filtering
Gaussian Mixture
Molniya
Uncertainties
Two-body
Mixture models
Gaussian Sum Filter
Adaptive Gaussian
Ballistic coefficient

File:

Download MehdiPujetMercier-Dissertation.pdf

Committee Members:

Puneet Singla, Thesis Advisor/Co-Advisor
Robert Graham Melton, Committee Member
Amy Ruth Pritchett, Program Head/Chair

Author:

Sauteraud, Renan

Title:

Statistical Methods for the Functional Genomic Analysis of the X Chromosome

Graduate Program:

Biostatistics (PHD)

Keywords:

Biostatistics
X-Chromosome inactivation
Mixture models
Sex-biased diseases

File:

Download Penn_State_University_thesis___Renan.pdf

Committee Members:

Dajiang Liu, Chair & Dissertation Advisor
David Mauger, Major Field Member
Arthur Berg, Major Field Member
Nancy Olsen, Special Member
Arthur Berg, Program Head/Chair
Laura Carrel, Outside Field Member & Dissertation Advisor
Ziaur Rahman, Outside Unit Member