Bases Giving Distances. A New Semimetric and its Use for Nonparemetric Functional Data Analysis

Timmermans, Catherine;Delsol, Laurent;von Sachs, Rainer
(2011) Recent Advances in Functional Data Analysis and Related Topics — ISBN: [978-3-7908-2736-1], p. 307-313 (2011), published

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Authors
  • Timmermans, CatherineUCLouvain
    Author
  • Delsol, LaurentUniversité Paul Sabatier, Toulouse, France
    Author
  • von Sachs, RainerUCLouvain
    Author
Abstract
The BAGIDIS semimetric is a highly adaptivewavelet-based semimetric. It is particularly suited for dealing with curves presenting horizontally- and verticallyvarying sharp local patterns. One can advantageously make use of this semimetric in the framework of nonparametric functional data analysis.
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Timmermans, C., Delsol, L., & von Sachs, R. (2011). Bases Giving Distances. A New Semimetric and its Use for Nonparemetric Functional Data Analysis. In Ferraty Frédéric (eds.) (ed.), Recent Advances in Functional Data Analysis and Related Topics (p. p. 307-313 (2011)). Springer. https://doi.org/10.1007/978-3-7908-2736-1_48