Efficient two-dimensional smoothing with P-spline ANOVA mixed models and nested bases

Low-rank smoothing techniques have gained much popularity in non-standard regression modeling. In particular, penalized splines and tensor product smooths are used as flexible tools to study non-parametric relationships among several covariates. The use of standard statistical software facilitates t...

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Veröffentlicht in:	Computational statistics & data analysis Jg. 61; S. 22 - 37
Hauptverfasser:	Lee, Dae-Jin, Durbán, María, Eilers, Paul
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 01.05.2013
Schlagworte:	algorithms analysis of variance computer software data collection Mixed models Penalized splines Schall’s algorithm Smooth-ANOVA decomposition statistical models Schall’s algorithm Penalized splines Mixed models Smooth-ANOVA decomposition
ISSN:	0167-9473, 1872-7352
Online-Zugang:	Volltext
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