Some asymptotic properties for functional canonical correlation analysis

DOI10.1016/j.jspi.2014.05.008zbMath1365.62140OpenAlexW2040175264MaRDI QIDQ2250692

Heng Lian

Publication date: 21 July 2014

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jspi.2014.05.008

zbMATH Keywords

canonical correlation analysislower boundcovariance operatorcross-covariance operator

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20) Measures of association (correlation, canonical correlation, etc.) (62H20)

Related Items (5)

Two-sample tests for multivariate functional data with applications ⋮ Local and global temporal correlations for longitudinal data ⋮ Multivariate analysis of variance for functional data ⋮ Minimax convergence rates for kernel CCA ⋮ The optimal rate of canonical correlation analysis for stochastic processes

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Functional linear regression analysis for longitudinal data
• Single and multiple index functional regression models with nonparametric link
• Regression models for functional data by reproducing kernel Hilbert spaces methods
• Prediction in functional linear regression
• Some properties of canonical correlations and variates in infinite dimensions
• Canonical correlation for stochastic processes
• Curves discrimination: a nonparametric functional approach
• Methodology and convergence rates for functional linear regression
• The functional nonparametric model and applications to spectrometric data
• Methods of canonical analysis for functional data.
• Model-based clustering for multivariate functional data
• Perturbation theory for linear operators.
• Functional linear model
• Functional canonical analysis for square integrable stochastic processes
• Smoothed functional principal components analysis by choice of norm
• Generalized functional linear models
• Functional Clustering by Bayesian Wavelet Methods
• Penalized Clustering of Large-Scale Functional Data With Multiple Covariates
• Clustering for Sparsely Sampled Functional Data
• A Functional Data—Analytic Approach to Signal Discrimination
• Functional Singular Component Analysis
• Nonparametric models for functional data, with application in regression, time series prediction and curve discrimination
• Functional Clustering and Identifying Substructures of Longitudinal Data
• Functional quadratic regression
• Functional Additive Models
• On Properties of Functional Principal Components Analysis
• Functional Data Analysis for Sparse Longitudinal Data
• RELATIONS BETWEEN TWO SETS OF VARIATES
• Introduction to nonparametric estimation

This page was built for publication: Some asymptotic properties for functional canonical correlation analysis