Graduate Program: Statistics / Degree: PHD

Open Access

Author:: Kim, Min Hee
Title:: THRESHOLDING METHODS FOR HYPOTHESIS TESTING IN HANOVA
Graduate Program:: Statistics
Keywords:: Goodness-of-fit testing
Testing
High dimensional alternatives
HANOVA
Hard thresholding
Order thresholding
File:: Download MinHee-Dissertation.pdf
Committee Members:: Michael G Akritas, Dissertation Advisor/Co-Advisor
Michael G Akritas, Committee Chair/Co-Chair
Bing Li, Committee Member
Runze (Richard) Li, Committee Member
Leonid Berlyand, Committee Member

Open Access

Author:: Kim, Min Kyung
Title:: On Dimension Folding of Matrix or Array Valued Statistical Objects
Graduate Program:: Statistics
Keywords:: Kronecker Envelop
Directional Regression
Sliced Inverse Regression
Sliced Average Variance Estimate
File:: Download Minkyung-Dissertation.pdf
Committee Members:: Bing Li, Dissertation Advisor/Co-Advisor
Bing Li, Committee Chair/Co-Chair
Naomi S Altman, Committee Member
Runze Li, Committee Member
C Lee Giles, Committee Member

Open Access

Author:: Hummel, Ruth M
Title:: IMPROVING ESTIMATION FOR EXPONENTIAL-FAMILY RANDOM GRAPH MODELS
Graduate Program:: Statistics
Keywords:: composite likelihood
penalized likelihood
pseudolikelihood
maximum likelihood estimation
exponential random graph model
bias correction
Mean value parameterization
%Maximum likelihood estimation
parameter estimation
Markov chain Monte Carlo
Exponential family random graph model
contrastive divergence
exponential families
convex hull
File:: Download RuthMHummel-Dissertation.pdf
Committee Members:: David Russell Hunter, Dissertation Advisor/Co-Advisor
David Russell Hunter, Committee Chair/Co-Chair
James Landis Rosenberger, Committee Member
Murali Haran, Committee Member
Scott David Gest, Committee Member

Open Access

Author:: Liu, Rong
Title:: MULTIPLE IMPUTATION FOR MISSING ITEMS IN MULTI-THEMED QUESTIONNAIRES
Graduate Program:: Statistics
Keywords:: factor model
EM algorithm
Markov chain Monte Carlo
incomplete data
File:: Download Rong_Liu.pdf
Committee Members:: Joseph Francis Schafer, Dissertation Advisor/Co-Advisor
Joseph Francis Schafer, Committee Chair/Co-Chair
Murali Haran, Committee Member
Runze Li, Committee Member
D Wayne Osgood, Committee Member

Open Access

Author:: Roths, Scott
Title:: Generalized stepwise procedures for controlling the false discovery rate
Graduate Program:: Statistics
Keywords:: false discovery rate
stepwise procedures
File:: Download scott_roths_dissertation.pdf
Committee Members:: G Jogesh Babu, Dissertation Advisor/Co-Advisor
G Jogesh Babu, Committee Chair/Co-Chair
Debashis Ghosh, Committee Chair/Co-Chair
Bing Li, Committee Member
Stephen George Simpson, Committee Member

Open Access

Author:: Tyekucheva, Svitlana
Title:: Augmenting the bootstrap to analyze high-dimensional genomic data
Graduate Program:: Statistics
Keywords:: large-p-small-n
bootstrap
resampling
regularization
File:: Download sv_thesis.pdf
Committee Members:: Francesca Chiaromonte, Committee Chair/Co-Chair
David Humter, Committee Member
Bing Li, Committee Member
Kateryna Dmytrivna Makova, Committee Member

Open Access

Author:: Hiriote, Sasiprapa
Title:: Multivariate Concordance Correlation Coefficient
Graduate Program:: Statistics
Keywords:: measures of agreement
repeated measurement
concordance correlation coefficient
File:: Download PhDThesis_Sasiprapa_Hiriote.pdf
Committee Members:: Vernon Michael Chinchilli, Dissertation Advisor/Co-Advisor
Vernon M Chinchilli, Committee Chair/Co-Chair
Donald Richards, Committee Member
Bing Li, Committee Member
Tonya Sharp King, Committee Member
Peter Cm Molenaar, Committee Member

Open Access

Author:: Liao, Shu-Min
Title:: HETEROSCEDASTIC UNBALANCED NESTED DESIGNS AND FULLY NONPARAMETRIC ANALYSIS OF COVARIANCE
Graduate Program:: Statistics
Keywords:: nested design
ancova
fully nonparametric model
statistical testing
heteroscedasticity
asymptotic theory
File:: Download ShuminLiao-Dissertation.pdf
Committee Members:: Michael G Akritas, Dissertation Advisor/Co-Advisor
Michael G Akritas, Committee Chair/Co-Chair
Rana Arnold, Committee Member
Francesca Chiaromonte, Committee Member
Vernon Michael Chinchilli, Committee Member

Open Access

Author:: Ray, Surajit
Title:: Distance-based Model-Selection with application to the Analysis of Gene Expression Data
Graduate Program:: Statistics
Keywords:: Mixtture models
number of components
modality
Quadratic distance
Microarray
File:: Download surajit_thesis.pdf
Committee Members:: Bruce G. Lindsay, Committee Chair/Co-Chair
Thomas P Hettmansperger, Committee Member
Francesca Chiaromonte, Committee Member
Benjamin Franklin Pugh, Committee Member

Open Access

Author:: Benaglia, Tatiana A
Title:: NONPARAMETRIC ESTIMATION IN MULTIVARIATE FINITE MIXTURE MODELS
Graduate Program:: Statistics
Keywords:: Density Estimation
EM Algorithm
Nonparametric Mixture
Multivariate Mixture
File:: Download Benaglia_Dissertation.pdf
Committee Members:: Bruce G Lindsay, Committee Member
Thomas P Hettmansperger, Committee Chair/Co-Chair
David Russell Hunter, Committee Member
Hoben Thomas, Committee Member

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