id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
pv63fx73n73	Weiye Chen	Penalized Methods and Their Applications to Genetic Research and Economic Forecasting	2015		.txt	text/plain	312	16	23	Motivated by macroeconomic variable forecasting, the differences in the performance of forecasting from lasso regression and SCAD regression are examined and the improvements of forecast accuracy resulting from the inclusion of group structure, residual bootstrap and forecasts combination are investigated. With such recommendation, SCAD penalty is further extended to group SCAD regression, SCAD regression with residual bootstrap and group SCAD regression with residual bootstrap.	cache/pv63fx73n73.txt	txt/pv63fx73n73.txt