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Using the EM algorithm for Bayesian variable selection in logistic regression models with related covariates
We develop a Bayesian variable selection method for logistic regression models that can simultaneously accommodate qualitative covariates and interaction terms under various heredity constraints. We use expectation-maximization variable selection (EMVS) with a deterministic annealing variant as the...
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| Publicado no: | J Stat Comput Simul |
|---|---|
| Main Authors: | , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2017
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5935273/ https://ncbi.nlm.nih.gov/pubmed/29731525 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/00949655.2017.1398255 |
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