http://www.cnr.it/ontology/cnr/individuo/prodotto/ID7999
Testing in Mixed-effects FANOVA Model (Articolo in rivista)
- Type
- Label
- Testing in Mixed-effects FANOVA Model (Articolo in rivista) (literal)
- Anno
- 2006-01-01T00:00:00+01:00 (literal)
- Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#doi
- 10.1016/j.jspi.2005.06.002 (literal)
- Alternative label
- Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori
- Abramovich F.; Angelini C. (literal)
- Pagina inizio
- Pagina fine
- Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#url
- http://www.sciencedirect.com/science/article/pii/S0378375805001400 (literal)
- Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroVolume
- Rivista
- Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroFascicolo
- Note
- Google S (literal)
- Scopu (literal)
- ISI Web of Science (WOS) (literal)
- Mathematical Reviews on the web (MathSciNet) (literal)
- Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni
- Department of Statistics & Operations Research, Tel Aviv University, Israel
Istituto per le Applicazioni del Calcolo \"Mauro Picone\"--Sezione di Napoli, Consiglio Nazionale delle
Ricerche, Italy (literal)
- Titolo
- Testing in Mixed-effects FANOVA Model (literal)
- Abstract
- We consider the testing problem in the mixed-effects functional
analysis of variance models. We develop asymptotically optimal
(minimax) testing procedures for testing the significance of
functional global trend and the functional fixed effects based on
the empirical wavelet coefficients of the data. Wavelet
decompositions allow one to characterize various types of assumed
smoothness conditions on the response function under the
nonparametric alternatives. The distribution of the functional
random-effects component is defined in the wavelet domain and
captures the sparseness of wavelet representation for a wide
variety of functions. The simulation study presented in the paper
demonstrates the finite sample properties of the proposed testing
procedures. We also applied them to the real data from the
physiological experiments. (literal)
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