Improved Estimation of Dissimilarities by Presmoothing Functional Data

DOI10.1198/016214505000000673zbMath1118.62336OpenAlexW2057281129MaRDI QIDQ5754933

George Casella, David B. Hitchcock, James G. Booth

Publication date: 20 August 2007

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1198/016214505000000673

Mathematics Subject Classification ID

Multivariate analysis (62H99) Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Related Items (6)

Optimally weightedL²distance for functional data ⋮ Clustering High-Dimensional Time Series Based on Parallelism ⋮ Robust Classification of Functional and Quantitative Image Data Using Functional Mixed Models ⋮ The effect of pre-smoothing functional data on cluster analysis ⋮ Clustering Using Objective Functions and Stochastic Search ⋮ Wavelet multidimensional scaling analysis of European economic sentiment indicators

Uses Software

• fda (R)

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