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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...
Αποθηκεύτηκε σε:
| Τόπος έκδοσης: | Biostatistics |
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| Κύριοι συγγραφείς: | , , , , |
| Μορφή: | Artigo |
| Γλώσσα: | Inglês |
| Έκδοση: |
Oxford University Press
2019
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| Θέματα: | |
| Διαθέσιμο Online: | 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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