Selected statistical methods of data analysis for multivariate functional data

DOI10.1007/s00362-016-0757-8zbMath1392.62173OpenAlexW2274560996WikidataQ59472894 ScholiaQ59472894MaRDI QIDQ1706466

Tomasz Górecki, Łukasz Waszak, Mirosław Krzyśko, Waldemar Wołynski

Publication date: 22 March 2018

Published in: Statistical Papers (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00362-016-0757-8

zbMATH Keywords

principal component analysiscanonical correlation analysisfunctional data analysismultivariate functional datadiscriminant coordinates

Mathematics Subject Classification ID

Applications of statistics to economics (62P20) Factor analysis and principal components; correspondence analysis (62H25) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Economic time series analysis (91B84)

Related Items (13)

Two-sample tests for multivariate functional data with applications ⋮ Discriminant coordinates analysis for multivariate functional data ⋮ The effect of aggregating multivariate count data using Poisson profiles ⋮ Robust multivariate functional discriminant coordinates ⋮ Factor models for high‐dimensional functional time series I: Representation results ⋮ Tests for equality of several covariance matrix functions for multivariate functional data ⋮ Recent advances in functional data analysis and high-dimensional statistics ⋮ Robust fuzzy clustering based on quantile autocovariances ⋮ Consistency of recursive nonparametric Kernel estimates for independent functional data ⋮ Estimation for functional linear semiparametric model ⋮ Robust functional principal components for irregularly spaced longitudinal data ⋮ On functional data analysis and related topics ⋮ Unnamed Item

Uses Software

• fda (R)

Cites Work

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