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Bayesian semiparametric copula estimation with application to psychiatric genetics
This paper proposes a semiparametric methodology for modeling multivariate and conditional distributions. We first build a multivariate distribution whose dependence structure is induced by a Gaussian copula and whose marginal distributions are estimated nonparametrically via mixtures of B-spline de...
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| Published in: | Biom J |
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| Main Authors: | , |
| Format: | Artigo |
| Language: | Inglês |
| Published: |
2015
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| Subjects: | |
| Online Access: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5496008/ https://ncbi.nlm.nih.gov/pubmed/25664559 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/bimj.201300130 |
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