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Variable selection in semi-parametric models

We propose Bayesian variable selection methods in semi-parametric models in the framework of partially linear Gaussian and problit regressions. Reproducing kernels are utilized to evaluate possibly non-linear joint effect of a set of variables. Indicator variables are introduced into the reproducing...

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Detalles Bibliográficos
Main Authors: Zhang, Hongmei, Maity, Arnab, Arshad, Hasan, Holloway, John, Karmaus, Wilfried
Formato: Artigo
Idioma:Inglês
Publicado: 2013
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC3938559/
https://ncbi.nlm.nih.gov/pubmed/23990355
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/0962280213499679
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