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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...
Gorde:
| Egile Nagusiak: | , , |
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| Formatua: | Artigo |
| Hizkuntza: | Inglês |
| Argitaratua: |
2009
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| Gaiak: | |
| Sarrera elektronikoa: | 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 |
| Etiketak: |
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