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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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Bibliografische gegevens
Gepubliceerd in:Biostatistics
Hoofdauteurs: Zhao, Yi, Wang, Bingkai, Mostofsky, Stewart H, Caffo, Brian S, Luo, Xi
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Oxford University Press 2019
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Online toegang: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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