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Predictor Selection in Linear Regression: L1 regularization of a subset of parameters and Comparison of L1 regularization and stepwise selection

Palavra-chave:

Feature Selection, Covariate selection, LASSO, and L1 regularization

O Criador:

Hu, Qing

Advisor:

Kim, Ryung S.

Editor:

Worcester Polytechnic Institute

Data Criada:

2007-05-11

Resource Type:

Report

Degree:

MS

Unit (Department):

Mathematical Sciences