Bahadur efficiency for certain goodness-of-fit tests based on the empirical characteristic function

We study the Bahadur efficiency of several weighted L2-type goodness-of-fit tests based on the empirical characteristic function. The methods considered are for normality and exponentiality testing, and for testing goodness-of-fit to the logistic distribution. Our results are helpful in deciding whi...

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Veröffentlicht in:Metrika 2023-10, Vol.86 (7), p.723-751
Hauptverfasser: Meintanis, Simos, Milošević, Bojana, Obradović, Marko
Format: Artikel
Sprache:eng
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Zusammenfassung:We study the Bahadur efficiency of several weighted L2-type goodness-of-fit tests based on the empirical characteristic function. The methods considered are for normality and exponentiality testing, and for testing goodness-of-fit to the logistic distribution. Our results are helpful in deciding which specific test a potential practitioner should apply. For the celebrated BHEP and energy tests for normality we obtain novel efficiency results, with some of them in the multivariate case, while in the case of the logistic distribution this is the first time that efficiencies are computed for any composite goodness-of-fit test.
ISSN:0026-1335
1435-926X
DOI:10.1007/s00184-022-00891-0