Estimation and inference for functional linear regression models with partially varying regression coefficients

In this paper, we present a class of functional linear regression models with varying coefficients of a functional response on one or multiple functional predictors and scalar predictors. In particular, the approach can accommodate densely or sparsely sampled functional responses as well as multiple...

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Veröffentlicht in:	Stat (International Statistical Institute) 2020, Vol.9 (1), p.n/a
Hauptverfasser:	Cao, Guanqun, Wang, Shuoyang, Wang, Lily
Format:	Artikel
Sprache:	eng
Schlagworte:	B‐splines functional data analysis function‐on‐function regression multiple functional predictors
Online-Zugang:	Volltext
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