id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
p2676t07f3d	Raymond Kenney Walters	Evaluation of a Two-Stage Statistical Learning Design for Genome-Wide Studies	2013		.txt	text/plain	149	6	34	GBM is used as a first stage variable selection screen to substantially reduce the dimensionality of SNP data while maintaining sensitivity to additive, nonlinear, and interaction effects, allowing hypothesis testing with a reduced multiple testing burden in the second stage analysis. Thorough simulations shows the proposed two-stage design can substantially improve power to detect effect SNPs in a wide range of conditions.	cache/p2676t07f3d.txt	txt/p2676t07f3d.txt