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Feature Screening for Ultrahigh Dimensional Categorical Data with Applications

Ultrahigh dimensional data with both categorical responses and categorical covariates are frequently encountered in the analysis of big data, for which feature screening has become an indispensable statistical tool. We propose a Pearson chi-square based feature screening procedure for categorical re...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Huang, Danyang, Li, Runze, Wang, Hansheng
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2014
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC4197855/
https://ncbi.nlm.nih.gov/pubmed/25328278
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/07350015.2013.863158
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