Predictor selection in linear regression L1 regularization of a subset of parameters and Comparison of L1 regularization and stepwise selection

Description

Thesis (M.S.) -- Worcester Polytechnic Institute. / Keywords: L1 regularization; Lasso; Feature selection; Covariate selection. Includes bibliographical references (leaves 21-22).

Links & Downloads

1. http://www.wpi.edu/Pubs/ETD/Available/etd-051107-154052/

Tags

Regression analysis.

Additional Fields

Identifer	oai:union.ndltd.org:OCLC/oai:xtcat.oclc.org:OCLCNo/173259257
Date	January 2007
Creators	Hu, Qing.
Source Sets	OCLC
Language	English
Detected Language	English
Source	Link to electronic thesis