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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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| Publicado no: | Biostatistics |
|---|---|
| Main Authors: | , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Oxford University Press
2019
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| Assuntos: | |
| Acesso em linha: | 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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