1-alpha equivariant confidence rules for convex alternatives are alpha/2-level tests - With applications to the multivariate assessment of bioequivalence

Citation
A. Munk et R. Pfluger, 1-alpha equivariant confidence rules for convex alternatives are alpha/2-level tests - With applications to the multivariate assessment of bioequivalence, J AM STAT A, 94(448), 1999, pp. 1311-1319
Citations number
35
Categorie Soggetti
Mathematics
Volume
94
Issue
448
Year of publication
1999
Pages
1311 - 1319
Database
ISI
SICI code
Abstract
In general, a 1 - alpha confidence region C(X) for a parameter theta epsilo n - yields a test at level alpha for H: theta epsilon -(H) versus K: theta epsilon -(C)(H) whenever we reject if C(X) boolean AND -(H) = 0. We show un der certain equivariance properties of C(X) that for the case of convex alt ernatives, 0(H)(C), the level of the resulting test is in fact alpha/2. Thi s extends recent findings for hyperrectangular alternatives as they occur i n the multivariate bioequivalence problem. Furthermore, we apply the sugges ted test to ellipsoid-type alternatives instead of hyperrectangulars in the multivariate bioequivalence problem and to a problem occurring in neurophy siology. Finally, we compare our:test numerically with existing methods.