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An asymptotic and empirical smoothing parameters selection method for smoothing spline ANOVA models in large samples

Large samples are generated routinely from various sources. Classic statistical models, such as smoothing spline ANOVA models, are not well equipped to analyse such large samples because of high computational costs. In particular, the daunting computational cost of selecting smoothing parameters ren...

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Detalhes bibliográficos
Publicado no:Biometrika
Main Authors: SUN, XIAOXIAO, ZHONG, WENXUAN, MA, PING
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8294473/
https://ncbi.nlm.nih.gov/pubmed/34294943
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/asaa047
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