Functional data analysis for clients segmentation tasks

DOI10.1016/j.ejor.2004.01.010zbMath1067.90118OpenAlexW2062592876MaRDI QIDQ704082

Alfredas Račkauskas, Algirdas Laukaitis

Publication date: 12 January 2005

Published in: European Journal of Operational Research (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ejor.2004.01.010

zbMATH Keywords

Adaptive neyman testFourier basesFunctional ANOVAFunctional data

Mathematics Subject Classification ID

Operations research and management science (90B99)

Related Items (10)

TESTING EQUALITY OF MEANS WHEN THE OBSERVATIONS ARE FROM FUNCTIONAL TIME SERIES ⋮ On optimal regression trees to detect critical intervals for multivariate functional data ⋮ A comparison of tests for the one-way ANOVA problem for functional data ⋮ A test of significance in functional quadratic regression ⋮ Dependent functional data ⋮ Functional-bandwidth kernel for support vector machine with functional data: an alternating optimization algorithm ⋮ An introduction to functional data analysis and a principal component approach for testing the equality of mean curves ⋮ Statistical analysis of complex and spatially dependent data: a review of object oriented spatial statistics ⋮ Two sample inference in functional linear models ⋮ Estimation of a change-point in the mean function of functional data

Uses Software

• fda (R)

Cites Work

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• Functional data analysis
• Functional data analysis of the dynamics of the monthly index of nondurable goods production.
• Nonparametric estimation of smoothed principal components analysis of sampled noisy functions
• A family of minimax rates for density estimators in continuous time
• Test of Significance When Data Are Curves
• The Econometrics of Ultra-high-frequency Data

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