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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...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Egile Nagusiak: Reich, Brian J., Storlie, Curtis B., Bondell, Howard D.
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2009
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
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