Selected statistical methods of data analysis for multivariate functional data
type: Item
instance of: scholarly article
title: Selected statistical methods of data analysis for multivariate functional data
zbMATH Open document ID: 1392.62173
author: Tomasz Górecki
author: Mirosław Krzyśko
author: Łukasz Waszak
author: Waldemar Wołynski
published in: Statistical Papers
publication date: 2018-03-22T00:00:00Z
review text: Multivariate functional data collect information about objects characterized by many features observed at different time points. Here, principal component analysis for such data is reviewed. Moreover, novel results are presented about discriminant coordinates and canonical correlation analysis for multivariate functional data. Finally, an application is given to the analysis of 54 countries, each characterized by four economic time series.
reviewed by: Fabrizio Durante
Mathematics Subject Classification ID: 62H25
Mathematics Subject Classification ID: 62H30
Mathematics Subject Classification ID: 62P20
Mathematics Subject Classification ID: 91B84
zbMATH DE Number: 6852094
zbMATH Keywords: multivariate functional data
zbMATH Keywords: functional data analysis
zbMATH Keywords: principal component analysis
zbMATH Keywords: discriminant coordinates
zbMATH Keywords: canonical correlation analysis
Wikidata QID: Q59472894
describes a project that uses: fda (R)
MaRDI profile type: Publication
full work available at URL: s00362-016-0757-8
OpenAlex ID: W2274560996
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DOI: 10.1007/S00362-016-0757-8
description: scientific article; zbMATH DE number 6852094