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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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Publicat a:Biostatistics
Autors principals: Zhao, Yi, Wang, Bingkai, Mostofsky, Stewart H, Caffo, Brian S, Luo, Xi
Format: Artigo
Idioma:Inglês
Publicat: Oxford University Press 2019
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Accés en línia: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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