Cross-validation approximation in functional linear regression

DOI10.1080/00949655.2012.662502zbMath1453.62457OpenAlexW2127484742MaRDI QIDQ5218876

Mohammad Hosseini-Nasab

Publication date: 6 March 2020

Published in: Journal of Statistical Computation and Simulation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00949655.2012.662502

zbMATH Keywords

eigenvaluecross-validationeigenfunctionstochastic expansionregressionfunctional data analysis

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Nonparametric regression and quantile regression (62G08) Functional data analysis (62R10) Linear regression; mixed models (62J05)

Related Items (1)

Methods for Scalar‐on‐Function Regression

Uses Software

• fda (R)

Cites Work

• Unnamed Item
• Unnamed Item
• Functional linear regression analysis for longitudinal data
• Functional linear regression via canonical analysis
• Prediction in functional linear regression
• Dimension reduction in functional regression with applications
• Methodology and convergence rates for functional linear regression
• Classifying densities using functional regression trees: applications in oceanology
• Applied functional data analysis. Methods and case studies
• Partial functional linear regression
• On rates of convergence in functional linear regression
• Functional data analysis.
• Theory for high-order bounds in functional principal components analysis
• Linear functional regression: The case of fixed design and functional response
• Dimension fractale et estimation de la régression dans des espaces vectoriels semi-normés
• On Properties of Functional Principal Components Analysis

This page was built for publication: Cross-validation approximation in functional linear regression