The asymptotic relative efficiency and the ratio of sample sizes when testing two different null hypotheses
Gómez Melis, Guadalupe (Universitat Politècnica de Catalunya. Departament d'Estadística i Investigació Operativa)
Gómez-Mateu, Moisés (Universitat Politècnica de Catalunya. Departament d'Estadística i Investigació Operativa)

Date: 2014
Abstract: Composite endpoints, consisting of the union of two or more outcomes, are often used as the primary endpoint in time-to-event randomized clinical trials. Previously, Gómez and Lagakos provided a method to guide the decision between using a composite endpoint instead of one of its components when testing the effect of a treatment in a randomized clinical trial. Consider the problem of testing the null hypotheses of no treatment effect by means of either the single component or the composite endpoint. In this paper we prove that the usual interpretation of the asymptotic relative efficiency as the reciprocal ratio of the sample sizes required for two test procedures, for the same null and alternative hypothesis, and attaining the same power at the same significance level, can be extended to the test procedures considered here for two different null and alternative hypotheses. A simulation to study the relationship between asymptotic relative efficiency and finite sample sizes is carried out.
Rights: Aquest document està subjecte a una llicència d'ús Creative Commons. Es permet la reproducció total o parcial i la comunicació pública de l'obra, sempre que no sigui amb finalitats comercials, i sempre que es reconegui l'autoria de l'obra original. No es permet la creació d'obres derivades. Creative Commons
Language: Anglès.
Document: article ; recerca ; publishedVersion
Subject: Asymptotic relative efficiency ; Composite endpoint ; Logrank test ; Sample size ; Simulation ; Survival analysis
Published in: SORT : statistics and operations research transactions, Vol. 38, Núm. 1 (January-June 2014) , p. 73-88 (Articles) , ISSN 1696-2281

Adreça original: https://www.raco.cat/index.php/SORT/article/view/277219


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Articles > Research articles

 Record created 2017-06-02, last modified 2018-07-14



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