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1. Variable Selection in Robust Linear Models

open_access

Open Access

Author:: Kai, Bo
Title:: Variable Selection in Robust Linear Models
Graduate Program:: Statistics
Keywords:: robust regression
linear models
variable selection
SS penalty
oracle property
File:: Download MSThesis_Bo.pdf
Committee Members:: Runze Li, Thesis Advisor/Co-Advisor
Runze Li, Thesis Advisor/Co-Advisor

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