A simple multiway ANOVA for functional data

A simple multiway ANOVA for functional data

We propose a procedure to test complicated ANOVA designs for functional data. The procedure is effective, flexible, easy to compute and does not require a heavy computational effort. It is based on the analysis of randomly chosen one-dimensional projections. The paper contains some theoretical resul...

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Veröffentlicht in:Test (Madrid, Spain) Spain), 2010-11, Vol.19 (3), p.537-557
Hauptverfasser: Cuesta-Albertos, J. A., Febrero-Bande, M.
Format: Artikel
Sprache:eng
Schlagworte:
Economics
Finance
Insurance
Management
Mathematics and Statistics
Original Paper
Statistical Theory and Methods
Statistics
Statistics for Business
Studies
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Zusammenfassung:We propose a procedure to test complicated ANOVA designs for functional data. The procedure is effective, flexible, easy to compute and does not require a heavy computational effort. It is based on the analysis of randomly chosen one-dimensional projections. The paper contains some theoretical results as well as some simulations and the analysis of some real data sets. Functional data include multidimensional data, so the paper contains a comparison between the proposed procedure and some usual MANOVA tests.
ISSN:1133-0686
1863-8260
DOI:10.1007/s11749-010-0185-3