Statistics in Biopharmaceutical Research · 2010 · 66 citations · 16 references
Public HealthBiostatisticsDose-response ModelingRadiation DosimetryTreatment PlanningDose SelectionLongitudinal Dose-response AnalysisAdaptive Dose EscalationAdaptive Dose-findingDose ResponseDose-escalation DesignsDose-finding Trial DesignDose-response Curve AnalysisDose-response Curve ModelingPrecision
AbstractThe main goals in an adaptive dose-ranging study are to detect dose response, to determine if any doses(s) meets clinical relevance, to estimate the dose-response, and then to decide on the dose(s) (if any) to take into the confirmatory Phase III. Adaptive dose-ranging study designs may result in power gains to detect dose response and higher precision in estimating the target dose and the dose response curve. In this article, we complement the library of available methods with five new adaptive dose-ranging designs. Due to their inherent complexity, the operating characteristics can be assessed only through intensive simulations. We present here results of a comprehensive simulation study that compares and contrasts these designs for a variety of different scenarios.Keywords: : Adaptive allocationAdaptive clinical trialDose-findingDose-rangingDose-responseMinimum effective dosePhase IIResponse-adaptive allocationTarget dose
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Inverse Polynomials, a Useful Group of Multi-Factor Response Functions
J. A. Nelder · Biometrics · 1966 · 312 citations
Optimal Designs for Dose-Finding Studies
Holger Dette, Frank Bretz, Andrey Pepelyshev et al. · Journal of the American Statistical Association · 2008 · 119 citations · Full text