Northwestern University

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Filtering by: Keyword Elastic net Resource type Dissertation

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Topics of Variable Selection in Biomedical Data Mining

Description:

High-dimensional data are becoming increasingly available in various fields as data collection technology advances. Not only are we interested in knowing which variables are relevant to the response and which are not, but also a simpler model with less predictor variables is easier for interpretation and computational purposes. Furthermore, a...

Keyword:

Variable Selection, Iterative Sure Independence Screening, Elastic net, Spike-or-Slab, Medical Expenditure, and DNA methylation

Subject:

Statistics

Creator:

Grace Yoon

Owner:

Scholarly Digital Publishing

Date Uploaded:

10/09/2018

Date Modified:

01/29/2019

Date Created:

2017-01-01

Resource Type:

Dissertation