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Ultrahigh dimensional feature selection: beyond the linear model

Variable selection in high-dimensional space characterizes many contemporary problems in scientific discovery and decision making. Many frequently-used techniques are based on independence screening; examples include correlation ranking (Fan and Lv, 2008) or feature selection using a two-sample t-te...

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Bibliografiske detaljer
Main Authors: Fan, Jianqing, Samworth, Richard, Wu, Yichao
Format: Artigo
Sprog:Inglês
Udgivet: 2009
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3095976/
https://ncbi.nlm.nih.gov/pubmed/21603590
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