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Filtering by: Keyword compositional data Keyword stability selection

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Description:: The advent of next-generation sequencing technologies has greatly promoted the devel- opment of metagenomics, and the analysis of compositional dataset has a wide range of application in this area. Because of the constraint that the sum of species relative abun- dance being 1, many traditional and classical statistical methods cannot...
Keyword:: stability selection, penalized regression, metagenomimcs, subgroup identification, and compositional data
Subject:: Statistics
Creator:: Wang, Pan
Owner:: Scholarly Digital Publishing
Language:: en
Date Uploaded:: 02/12/2020
Date Created:: 2019-01-01
Resource Type:: Dissertation
Alternate Identifier:: etdadmin_upload_638478 and http://dissertations.umi.com/northwestern:14510

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