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Smoothing Spline ANOVA Decomposition of Arbitrary Splines: An Application to Eye Movements in Reading

The Smoothing Spline ANOVA (SS-ANOVA) requires a specialized construction of basis and penalty terms in order to incorporate prior knowledge about the data to be fitted. Typically, one resorts to the most general approach using tensor product splines. This implies severe constraints on the correlati...

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Publié dans:PLoS One
Auteurs principaux: Matuschek, Hannes, Kliegl, Reinhold, Holschneider, Matthias
Format: Artigo
Langue:Inglês
Publié: Public Library of Science 2015
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC4376895/
https://ncbi.nlm.nih.gov/pubmed/25816246
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0119165
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