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1. PENALIZED QUADRATIC INFERENCE FUNCTIONS FOR VARIABLE SELECTION IN LONGITUDINAL RESEARCH

open_access

Open Access

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

2. An Exploration of the Function-on-scalar Lasso

open_access

Open Access

Author:: Schill, Thomas Michael
Title:: An Exploration of the Function-on-scalar Lasso
Graduate Program:: Statistics
Keywords:: variable selection
LASSO
FS-LASSO
GWAS
functional linear models
Framingham heart study
File:: Download ThomasSchill-Thesis_final2.pdf
Committee Members:: Matthew Logan Reimherr, Thesis Advisor/Co-Advisor