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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

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