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Variable selection in Bayesian smoothing spline ANOVA models: Application to deterministic computer codes
With many predictors, choosing an appropriate subset of the covariates is a crucial, and difficult, step in nonparametric regression. We propose a Bayesian nonparametric regression model for curve-fitting and variable selection. We use the smoothing spline ANOVA framework to decompose the regression...
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| Main Authors: | , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2009
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC2753489/ https://ncbi.nlm.nih.gov/pubmed/19789732 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1198/TECH.2009.0013 |
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