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Covariate Assisted Principal regression for covariance matrix outcomes

In this study, we consider the problem of regressing covariance matrices on associated covariates. Our goal is to use covariates to explain variation in covariance matrices across units. As such, we introduce Covariate Assisted Principal (CAP) regression, an optimization-based method for identifying...

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Detalles Bibliográficos
Publicado en:Biostatistics
Main Authors: Zhao, Yi, Wang, Bingkai, Mostofsky, Stewart H, Caffo, Brian S, Luo, Xi
Formato: Artigo
Idioma:Inglês
Publicado: Oxford University Press 2019
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC8286560/
https://ncbi.nlm.nih.gov/pubmed/31851318
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biostatistics/kxz057
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