Goodness-of-fit Tests for Functional Linear Models Based on Integrated Projections

DOI10.1007/978-3-030-47756-1_15zbMath1444.62154arXiv2008.09885OpenAlexW3098691406MaRDI QIDQ3300634

Gonzalo Álvarez-Pérez, Eduardo García-Portugués, Javier Álvarez-Liébana, Wenceslao González Manteiga

Publication date: 29 July 2020

Published in: Functional and High-Dimensional Statistics and Related Fields (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2008.09885

zbMATH Keywords

functional linear models

Mathematics Subject Classification ID

Nonparametric hypothesis testing (62G10) Functional data analysis (62R10) Linear regression; mixed models (62J05)

Related Items (4)

A note on exponential inequalities in Hilbert spaces for spatial processes with applications to the functional kernel regression model ⋮ Recursive nonparametric regression estimation for dependent strong mixing functional data ⋮ goffda ⋮ A review of goodness-of-fit tests for models involving functional data

Uses Software

• fda (R)
• glmnet
• Rcpp
• fda.usc

Cites Work

• Unnamed Item
• A CONSISTENT DIAGNOSTIC TEST FOR REGRESSION MODELS USING PROJECTIONS
• Functional linear regression via canonical analysis
• Smoothing splines estimators for functional linear regression
• Functional linear regression with functional response
• PCA-based estimation for functional linear regression with functional responses
• Functional linear model
• Asymptotics of prediction in functional linear regression with functional outputs
• Functional data analysis.

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