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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Bibliographic Details
Main Authors: Matuschek, Hannes, Kliegl, Reinhold, Holschneider, Matthias
Format: Online
Language:English
Published: Public Library of Science 2015
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4376895/