OPTIMUM ALLOCATION OF TREATMENTS FOR WELCHS TEST IN EQUIVALENCE ASSESSMENT

Authors
Citation
H. Dette et A. Munk, OPTIMUM ALLOCATION OF TREATMENTS FOR WELCHS TEST IN EQUIVALENCE ASSESSMENT, Biometrics, 53(3), 1997, pp. 1143-1150
Citations number
19
Categorie Soggetti
Statistic & Probability","Statistic & Probability
Journal title
ISSN journal
0006341X
Volume
53
Issue
3
Year of publication
1997
Pages
1143 - 1150
Database
ISI
SICI code
0006-341X(1997)53:3<1143:OAOTFW>2.0.ZU;2-M
Abstract
As an extension of Welch's test to equivalence trials in a matched pai r design, we determine the sample sizes n(1) and n(2) that maximize th e power at given alternatives for a given total sample size n = n(1) n(2). Although the optimal allocation is obtained asymptotically when the ratio of the standard deviations in both treatment groups equals the ratio of the sample sizes, numerical investigations show that this result does not hold for sample sizes where n less than or equal to 2 5. For convenience, we provide tables containing the optimal combinati ons for the bioequivalence problem as well as for the problem of testi ng a clinically relevant difference. Results indicate that for small s ample sizes, the optimum allocations of the treatments differ signific antly in both testing problems, although they are asymptotically ident ical. In addition, we provide simple approximate equations that can be used for the determination of the required sample sizes to control a preassigned probability of type II error.