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Author:

Wang, Haiyan

Title:

Testing in multifactor heteroscedastic ANOVA and repeated measures designs with large number of levels

Graduate Program:

Statistics

Keywords:

repeated measurements
ANOVA
longitudinal or funcitonal data
nonparametric procedures
large dimentional data
Rank tests

File:

Download whythesis.pdf

Committee Members:

Michael G Akritas, Committee Chair/Co-Chair
Rana Arnold, Committee Member
Bing Li, Committee Member
Vernon Michael Chinchilli, Committee Member

Author:

Simeonov, Ivan Botev

Title:

AN APPLICATION OF SPATIAL POINT PROCESS METHODS TO RSV INFECTION EXPERIMENTS

Graduate Program:

Statistics

Keywords:

spatial point process
intensity
K function
RSVA
infection experiments

File:

Download ibsMSAugust262010.pdf

Committee Members:

John Fricks, Thesis Advisor/Co-Advisor
John Fricks, Thesis Advisor/Co-Advisor
Francesca Chiaromonte, Thesis Advisor/Co-Advisor

Author:

Cruz_Medina, Isidro Roberto

Title:

Almost Nonparametric and Nonparametric Estimation in Mixture Models

Graduate Program:

Statistics

Keywords:

symmetric distributions
multinomial mixtures
training samples

File:

Download driver.pdf

Committee Members:

Bruce G. Lindsay, Committee Member
Calyampudi Radhakrishna Rao, Committee Member
Thomas P Hettmansperger, Committee Chair/Co-Chair
Hoben Thomas, Committee Member

Author:

Dialsingh, Isaac

Title:

False Discovery Rates when the Statistics are Discrete

Graduate Program:

Statistics

Keywords:

false discovery rate
discrete test statistics

File:

Download Isaac_thesis.pdf

Committee Members:

Naomi S Altman, Dissertation Advisor/Co-Advisor
Naomi S Altman, Committee Chair/Co-Chair
Debashis Ghosh, Committee Member
James Landis Rosenberger, Committee Member
Bruce G Lindsay, Committee Member
Claude Walker Depamphilis, Committee Member
Runzi Li, Special Member

Author:

Dziak, John Joseph

Title:

PENALIZED QUADRATIC INFERENCE FUNCTIONS FOR VARIABLE SELECTION IN LONGITUDINAL RESEARCH

Graduate Program:

Statistics

Keywords:

SCAD
LASSO
QIF
GEE
generalized estimating equations
variable selection

File:

Download DziakDissertation.pdf

Committee Members:

Runze Li, Committee Chair/Co-Chair
Naomi S Altman, Committee Member
Bing Li, Committee Member
Linda Marie Collins, Committee Member

Author:

Pittman, Jennifer Lynn

Title:

ADAPTIVE SPLINES AND GENETIC ALGORITHMS FOR OPTIMAL STATISTICAL MODELING

Graduate Program:

Statistics

Keywords:

model selection
evolutionary computation
splines

File:

Download etd.pdf

Committee Members:

Rich Caruana, Committee Member
Calyampudi Radhakrishna Rao, Committee Chair/Co-Chair
Mark Handcock, Committee Member
Zhen Luo, Committee Member
Soundar Rajan Tirupatikumara, Committee Member

Author:

Hughes, John

Title:

Likelihood Inference for Particle Location in Fluorescence Microscopy

Graduate Program:

Statistics

Keywords:

organelle
particle tracking
fluorescence microscopy
Poisson random field
maximum likelihood methods
molecular motor
nanotechnology

File:

Download thesis.pdf

Committee Members:

John Fricks, Thesis Advisor/Co-Advisor
John Fricks, Thesis Advisor/Co-Advisor

Author:

Lin, Junyi

Title:

Variance-bias Trade-off in Generalized Linear Regression Models

Graduate Program:

Statistics

Keywords:

bias and variance tradeoff
covariate-adjusted approach
generalized linear model

File:

Download MasterThesis_Junyi.pdf

Committee Members:

Dr Runze Li, Thesis Advisor/Co-Advisor
Runze Li, Thesis Advisor/Co-Advisor

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

Author:

Sun, Jianping

Title:

Composite Likelihood in Long Sequence Data

Graduate Program:

Statistics

Keywords:

Markov chain likelihood
modified Hoeffding score
Hoeffding score
coposite likelihood
mutation
recombiantion

File:

Download phd_Jianping_Sun.pdf

Committee Members:

Bruce G Lindsay, Dissertation Advisor/Co-Advisor
Bruce G Lindsay, Committee Chair/Co-Chair
Debashis Ghosh, Committee Member
Bing Li, Committee Member
Rongling Wu, Committee Member