On asymptotic distribution of prediction in functional linear regression

DOI10.1080/02331888.2015.1135926zbMath1357.62241OpenAlexW2474148584MaRDI QIDQ2953441

S. Mohammad E. Hosseini-Nasab, Omid Khademnoe

Publication date: 4 January 2017

Published in: Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02331888.2015.1135926

zbMATH Keywords

predictioncross-validationcentral limit theoremfunctional principal component analysisfunctional linear regression models

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Asymptotic distribution theory in statistics (62E20) Linear regression; mixed models (62J05)

Related Items (1)

On properties of percentile bootstrap confidence intervals for prediction in functional linear regression

Cites Work

• Functional linear regression analysis for longitudinal data
• Asymptotic theory for the principal component analysis of a vector random function: Some applications to statistical inference
• Prediction in functional linear regression
• CLT in functional linear regression models
• Methodology and convergence rates for functional linear regression
• Common functional principal components
• Smoothing splines estimators for functional linear regression
• Applied functional data analysis. Methods and case studies
• Functional linear model
• On rates of convergence in functional linear regression
• Nonparametric functional data analysis. Theory and practice.
• Theory for high-order bounds in functional principal components analysis
• Linear functional regression: The case of fixed design and functional response
• On Properties of Functional Principal Components Analysis

This page was built for publication: On asymptotic distribution of prediction in functional linear regression