Nonparametric Comparison of Multiple Regression Curves in Scale-Space

This article concerns testing the equality of multiple curves in a nonparametric regression context. The proposed test forms an ANOVA type test statistic based on kernel smoothing and examines the ratio of between- and within-group variations. The empirical distribution of the test statistic is deri...

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Veröffentlicht in:	Journal of computational and graphical statistics 2014-09, Vol.23 (3), p.657-677
Hauptverfasser:	Park, Cheolwoo, Hannig, Jan, Kang, Kee-Hoon
Format:	Artikel
Sprache:	eng
Schlagworte:	Data analysis Data smoothing Datasets Degrees of freedom Estimators Graph coloring Graphical and Visualization Methods Inference Kernel smoothing Local constant estimator Multiple regression Permutation test Pixels Probability distribution Regression analysis SiZer map Statistical variance Statistics Studies Variance analysis Visualization
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