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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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Bibliografiske detaljer
Udgivet i:Biometrika
Main Authors: SUN, XIAOXIAO, ZHONG, WENXUAN, MA, PING
Format: Artigo
Sprog:Inglês
Udgivet: 2020
Fag:
Online adgang: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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