Penalized spline estimation for functional coefficient regression models

The functional coefficient regression models assume that the regression coefficients vary with some “threshold” variable, providing appreciable flexibility in capturing the underlying dynamics in data and avoiding the so-called “curse of dimensionality” in multivariate nonparametric estimation. We f...

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Veröffentlicht in:	Computational statistics & data analysis 2010-04, Vol.54 (4), p.891-905
Hauptverfasser:	Cao, Yanrong, Lin, Haiqun, Wu, Tracy Z., Yu, Yan
Format:	Artikel
Sprache:	eng
Schlagworte:	Exact sciences and technology General topics Mathematics Multivariate analysis Numerical analysis Numerical analysis. Scientific computation Numerical approximation Numerical methods in probability and statistics Probability and statistics Sciences and techniques of general use Statistics
Online-Zugang:	Volltext
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