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Filtering by: Keyword LASSO

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

Keyword:

Feature Selection, Covariate selection, LASSO, and L1 regularization

Creator:

Hu, Qing

Advisor:

Kim, Ryung S.

Publisher:

Worcester Polytechnic Institute

Date Created:

2007-05-11

Resource Type:

Report

Degree:

MS

Unit (Department):

Mathematical Sciences
A Review of Linear Regression and some Basic Proofs for Lasso

Keyword:

LASSO and Linear regression

Creator:

He, Shiquan

Advisor:

Wu, Zheyang

Publisher:

Worcester Polytechnic Institute

Date Created:

2010-01-14

Resource Type:

Report

Degree:

MS

Unit (Department):

Mathematical Sciences
Dimension Reduction and LASSO using Pointwise and Group Norms

Keyword:

Dimension Reduction, LASSO, and Robust Sparse PCA

Creator:

Jutras, Melanie A

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2018-12-12

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science