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Goodness-Of-Fit Test for Nonparametric Regression Models: Smoothing Spline ANOVA Models as Example
Nonparametric regression models do not require the specification of the functional form between the outcome and the covariates. Despite their popularity, the amount of diagnostic statistics, in comparison to their parametric counter-parts, is small. We propose a goodness-of-fit test for nonparametri...
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Publicado no: | Comput Stat Data Anal |
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Main Authors: | , , , |
Formato: | Artigo |
Idioma: | Inglês |
Publicado em: |
2018
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Assuntos: | |
Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5983390/ https://ncbi.nlm.nih.gov/pubmed/29867285 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.csda.2018.01.004 |
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