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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...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Comput Stat Data Anal
Egile Nagusiak: Teran Hidalgo, Sebastian J., Wu, Michael C., Engel, Stephanie M., Kosorok, Michael R.
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2018
Gaiak:
Sarrera elektronikoa: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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