Bootstrap Calibration in Functional Linear Regression Models with Applications

DOI10.1007/978-3-7908-2604-3_18zbMath1436.62717OpenAlexW183298397MaRDI QIDQ3298466

Adela Martínez-Calvo, Wenceslao González Manteiga

Publication date: 14 July 2020

Published in: Proceedings of COMPSTAT'2010 (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-7908-2604-3_18

zbMATH Keywords

bootstraphypothesis testfunctional linear regressionfunctional principal components analysis

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Factor analysis and principal components; correspondence analysis (62H25) Functional data analysis (62R10) Linear regression; mixed models (62J05)

Uses Software

• fda (R)

Cites Work

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• On the Validity of the Bootstrap in Non-Parametric Functional Regression
• Assessing the Finite Dimensionality of Functional Data
• Two sample inference in functional linear models
• Testing Hypotheses in the Functional Linear Model
• On Properties of Functional Principal Components Analysis

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