title: Sensitivity analysis for missing data in regulatory submissions.
abstract: The National Research Council Panel on Handling Missing Data in Clinical Trials recommended that sensitivity analyses have to be part of the primary reporting of findings from clinical trials. Their specific recommendations, however, seem not to have been taken up rapidly by sponsors of regulatory submissions. The NRC report's detailed suggestions are along rather different lines than what has been called sensitivity analysis in the regulatory setting up to now. Furthermore, the role of sensitivity analysis in regulatory decision-making, although discussed briefly in the NRC report, remains unclear. This paper will examine previous ideas of sensitivity analysis with a view to explaining how the NRC panel's recommendations are different and possibly better suited to coping with present problems of missing data in the regulatory setting. It will also discuss, in more detail than the NRC report, the relevance of sensitivity analysis to decision-making, both for applicants and for regulators. Published 2015. This article is a U.S. Government work and is in the public domain in the USA.
authors.affiliation: Division of Biometrics II, Offie of Biostatistics, Offie of Translational Sciences, Center for Drug Evaluation and Research, Silver Spring, MD, U.S.A.
authors.forename: Thomas
authors.initials: T
authors.lastname: Permutt
mesh_terms: D002986:Clinical Trials as Topic; D000068598:Data Accuracy; D003657:Decision Making; D006801:Humans; D012680:Sensitivity and Specificity
keywords: missing data; sensitivity analysis; tipping point