Graduate Program: Statistics - Blacklight Search Results

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

Open Access

Author:: Hammel, Tracey Ann-Wrobel
Title:: SEMIPARAMETRIC ESTIMATION FOR FINITE MIXTURE MODELS USING AN EXPONENTIAL TILT
Graduate Program:: Statistics
Keywords:: exponential tilting
empirical likelihood
repeated measures.
File:: Download thesismain.pdf
Committee Members:: Thomas P Hettmansperger, Dissertation Advisor/Co-Advisor
Thomas P Hettmansperger, Committee Chair/Co-Chair
Bruce Lindsay, Committee Member
David Russell Hunter, Committee Member
Hoben Thomas, Committee Member

Open Access

Author:: Gaugler, Trent
Title:: Nonparametric Models for Crossed Mixed Effects Designs
Graduate Program:: Statistics
Keywords:: mixed effects models
hypothesis testing
nonparametric statistics
U-statistics
Neyman-Scott asymptotics
File:: Download TrentGaugler-Dissertation.pdf
Committee Members:: Michael G Akritas, Committee Chair/Co-Chair
Rana Arnold, Committee Member
Thomas P Hettmansperger, Committee Member
D Wayne Osgood, Committee Member

Open Access

Author:: Recta, Virginia F.
Title:: A Model-based Analysis of Semicontinuous Spatial Data
Graduate Program:: Statistics
Keywords:: model-based geostatistics
zero-inflated data
spatial GLMM
semicontinuous data
two-stage model
File:: Download dissertation_VRECTA_final.pdf
Committee Members:: James Landis Rosenberger, Dissertation Advisor/Co-Advisor
James Landis Rosenberger, Committee Chair/Co-Chair
Murali Haran, Committee Chair/Co-Chair
Joseph Francis Schafer, Committee Member
Shelby Jay Fleischer, Committee Member

Open Access

Author:: Zhang, Wei
Title:: A General Class of Agreement Coefficients for Categorical and Continuous Responses
Graduate Program:: Statistics
Keywords:: Agreement
File:: Download Wei_Zhang_Dissertation.pdf
Committee Members:: Vernon Michael Chinchilli, Committee Chair/Co-Chair
Donald Richards, Committee Member
Rana Arnold, Committee Member
Tonya Sharp King, Committee Member
Damla Senturk, Committee Member
Peter Cm Molenaar, Committee Member

Open Access

Author:: Chen, Weihan
Title:: A gradient model for studying genotype- environment interactions
Graduate Program:: Statistics
Keywords:: QTL genotypes
EM algorithm
File:: Download Master_Thesis_by_Wei-Han_Chen_993645493.pdf
Committee Members:: Rongling Wu, Thesis Advisor/Co-Advisor
Rongling Wu, Thesis Advisor/Co-Advisor

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