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Sure Independence Screening for Ultrahigh-Dimensional Additive Model with Multivariate Response

This paper investigated an ultrahigh-dimensional feature screening approach for additive models with multivariate responses. We proposed a nonparametric screening procedure based on random vector correlations between each predictor and multivariate response, and we established the theoretical result...

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Principais autores: Yongshuai Chen, Baosheng Liang
Format: Artigo
Jezik:Inglês
Izdano: MDPI AG 2025-05-01
Serija:Mathematics
Teme:
Online dostop:https://www.mdpi.com/2227-7390/13/10/1558
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