On the power of the Kolmogorov test to detect the trend of a Brownian bridge with applications to a change-point problem in regression models

Détails

ID Serval
serval:BIB_CD1EA756A6C5
Type
Article: article d'un périodique ou d'un magazine.
Collection
Publications
Titre
On the power of the Kolmogorov test to detect the trend of a Brownian bridge with applications to a change-point problem in regression models
Périodique
Statistics & Probability Letters
Auteur⸱e⸱s
Bischoff W., Hashorva E., Huesler J., Miller F.
ISSN
0167-7152
Statut éditorial
Publié
Date de publication
2004
Peer-reviewed
Oui
Volume
66
Numéro
2
Pages
105-115
Langue
anglais
Résumé
Given a Brownian bridge B-0 with trend g : [0, 1] --> [0, infinity),
Y(z) = g(z) + B-0(z), z is an element of [0, 1], (1)
we are interested in testing H-0 : g equivalent to 0 against the alternative K : g > 0. For this test problem we study weighted Kolmogorov tests
reject H-0 double left right arrow sup(zis an element of[0,1]) w(z)Y(z) > c,
where c > 0 is a suitable constant and w : [0, 1] --> [0, infinity) is a weight function. To do such an investigation a recent result of the authors on a boundary crossing probability of the Brownian bridge is useful. In case the trend is large enough we show an optimality property for weighted Kohnogorov tests. Furthermore, an additional property for weighted Kolmogorov tests is shown which is useful to find the more favourable weight for specific test problems. Finally, we transfer our results to the change-point problem whether a regression function is or is not constant during a certain period.
Mots-clé
Brownian bridge with trend, Tests of Kolmogorov type, Regression models, Change-point problem
Web of science
Création de la notice
03/09/2010 12:04
Dernière modification de la notice
20/08/2019 16:47
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