Robust sieve estimators for functional canonical correlation analysis
type: Item
instance of: scholarly article
title: Robust sieve estimators for functional canonical correlation analysis
zbMATH Open document ID: 1446.62131
author: Agustín Alvarez
author: Graciela Boente
author: Nadia L. Kudraszow
published in: Journal of Multivariate Analysis
publication date: 2019-03-21T00:00:00Z
Mathematics Subject Classification ID: 62G35
Mathematics Subject Classification ID: 62H20
Mathematics Subject Classification ID: 62R10
zbMATH DE Number: 7040007
zbMATH Keywords: canonical correlation
zbMATH Keywords: Fisher-consistency
zbMATH Keywords: functional data
zbMATH Keywords: robust estimation
zbMATH Keywords: sieves
describes a project that uses: fda (R)
describes a project that uses: robustbase
MaRDI profile type: Publication
full work available at URL: j.jmva.2018.03.003
OpenAlex ID: W2790995437
cites work: Q2408677
cites work: Q3064312
cites work: Principal points and elliptical distributions from the multivariate setting to the functional case
cites work: S-Estimators for Functional Principal Component Analysis
cites work: A characterization of elliptical distributions and some optimality properties of principal components for functional data
cites work: Robust canonical correlations: a comparative study
cites work: Influence functions of the Spearman and Kendall correlation measures
cites work: Q4375697
cites work: A partial overview of the theory of statistics with functional data
cites work: Robust estimation and classification for functional data via projection-based depth notions
cites work: Some properties of canonical correlations and variates in infinite dimensions
cites work: The delta method for analytic functions of random operators with application to functional data
cites work: Q3553937
cites work: Nonparametric functional data analysis. Theory and practice.
cites work: Outlier resistant estimators for canonical correlation analysis
cites work: Robust functional estimation using the median and spherical principal components
cites work: An introduction to recent advances in high/infinite dimensional statistics
cites work: Penalized discriminant analysis
cites work: Functional canonical analysis for square integrable stochastic processes
cites work: Methods of canonical analysis for functional data.
cites work: Functional linear regression via canonical analysis
cites work: Inference for functional data with applications
cites work: Theoretical Foundations of Functional Data Analysis, with an Introduction to Linear Operators
cites work: Multivariate functional outlier detection
cites work: Multivariate and functional classification using depth and distance
cites work: An adjusted boxplot for skewed distributions
cites work: Asymptotic distributions in the projection pursuit based canonical correlation analysis
cites work: Q4272834
cites work: Robust principal component analysis for functional data. (With comments)
cites work: Robust m-estimators of multivariate location and scatter
cites work: Robust Statistics
cites work: Functional data analysis.
cites work: Influence functions and efficiencies of the canonical correlation and vector estimates based on scatter and shape matrices
cites work: Probability-enhanced effective dimension reduction for classifying sparse functional data
cites work: Canonical variables as optimal predictors
DOI: 10.1016/J.JMVA.2018.03.003
Wikidata QID: Q130118368
description: scientific article; zbMATH DE number 7040007