Keywords

Lasso, coordinate descent, elastic net, smooth lasso, sparsity, collinearity, high dimensional data, variable selection

Abstract

For a linear regression, the traditional technique deals with a case where the number of observations n more than the number of predictor variables p (n>p). In the case n

Notes

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Graduation Date

2013

Semester

Fall

Advisor

Maboudou, Edgard

Degree

Master of Science (M.S.)

College

College of Sciences

Department

Statistics

Degree Program

Statistical Computing

Format

application/pdf

Identifier

CFE0005031

URL

http://purl.fcla.edu/fcla/etd/CFE0005031

Language

English

Release Date

December 2013

Length of Campus-only Access

None

Access Status

Masters Thesis (Open Access)

Subjects

Dissertations, Academic -- Sciences, Sciences -- Dissertations, Academic

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