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Semiparametric Bayesian latent variable regression for skewed multivariate data

For many real-life studies with skewed multivariate responses, the level of skewness and association structure assumptions are essential for evaluating the covariate effects on the response and its predictive distribution. We present a novel semiparametric multivariate model and associated Bayesian...

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Bibliografski detalji
Izdano u:Biometrics
Glavni autori: Bhingare, Apurva, Sinha, Debajyoti, Pati, Debdeep, Bandyopadhyay, Dipankar, Lipsitz, Stuart R.
Format: Artigo
Jezik:Inglês
Izdano: 2019
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7866838/
https://ncbi.nlm.nih.gov/pubmed/30365158
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/biom.12989
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