Model-based clustering for multivariate functional data

DOI10.1016/j.csda.2012.12.004zbMath1471.62096OpenAlexW2050850754MaRDI QIDQ1621284

Cristian Preda, Julien Jacques

Publication date: 8 November 2018

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2012.12.004

zbMATH Keywords

model-based clusteringEM-algorithmmultivariate functional datadensity approximationmultivariate functional principal component analysis

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Factor analysis and principal components; correspondence analysis (62H25) Functional data analysis (62R10) Classification and discrimination; cluster analysis (statistical aspects) (62H30)

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Uses Software

• R
• fda (R)
• funHDDC

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