Index Catalog // Hyrax

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Dimension Reduction and LASSO using Pointwise and Group Norms

Stichwort:

Dimension Reduction, LASSO, and Robust Sparse PCA

Schöpfer:

Jutras, Melanie A

Advisor:

Paffenroth, Randy Clinton

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2018-12-12

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
A Review of Linear Regression and some Basic Proofs for Lasso

Stichwort:

LASSO and Linear regression

Schöpfer:

He, Shiquan

Advisor:

Wu, Zheyang

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2010-01-14

Resource Type:

Report

Degree:

MS

Unit (Department):

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

Stichwort:

Feature Selection, Covariate selection, LASSO, and L1 regularization

Schöpfer:

Hu, Qing

Advisor:

Kim, Ryung S.

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2007-05-11

Resource Type:

Report

Degree:

MS

Unit (Department):

Mathematical Sciences