Bayesian methods in clinical trials: a Bayesian analysis of ECOG trials E1684 and E1690Reportar como inadecuado




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BMC Medical Research Methodology

, 12:183

Data analysis, statistics and modelling

Abstract

BackgroundE1684 was the pivotal adjuvant melanoma trial for establishment of high-dose interferon IFN as effective therapy of high-risk melanoma patients. E1690 was an intriguing effort to corroborate E1684, and the differences between the outcomes of these trials have embroiled the field in controversy over the past several years. The analyses of E1684 and E1690 were carried out separately when the results were published, and there were no further analyses trying to perform a single analysis of the combined trials.

MethodIn this paper, we consider such a joint analysis by carrying out a Bayesian analysis of these two trials, thus providing us with a consistent and coherent methodology for combining the results from these two trials.

ResultsThe Bayesian analysis using power priors provided a more coherent flexible and potentially more accurate analysis than a separate analysis of these data or a frequentist analysis of these data. The methodology provides a consistent framework for carrying out a single unified analysis by combining data from two or more studies.

ConclusionsSuch Bayesian analyses can be crucial in situations where the results from two theoretically identical trials yield somewhat conflicting or inconsistent results.

KeywordsCure rate model Historical data Prior distribution Posterior distribution Electronic supplementary materialThe online version of this article doi:10.1186-1471-2288-12-183 contains supplementary material, which is available to authorized users.

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Autor: Joseph G Ibrahim - Ming-Hui Chen - Haitao Chu

Fuente: https://link.springer.com/







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