rBMA: A robust Bayesian Model Averaging Method for phase II basket trials based on informative mixture priors
Wang X, Wei W. rBMA: A robust Bayesian Model Averaging Method for phase II basket trials based on informative mixture priors. Contemporary Clinical Trials 2024, 140: 107505. PMID: 38521384, DOI: 10.1016/j.cct.2024.107505.Peer-Reviewed Original ResearchMeSH KeywordsAntineoplastic AgentsBayes TheoremClinical Trials, Phase II as TopicComputer SimulationHumansModels, StatisticalNeoplasmsResearch DesignConceptsPhase II basket trialRobust Bayesian modelBasket trial designBiomarker-defined subgroupsMixture priorsBinary endpointsModel averaging methodPosterior distributionBayesian modelBasket trialsSimulation studyEra of targeted therapyDevelopment of targeted agentsPriorsAverage methodGenomic alterationsPatient populationNovel treatmentAntitumor activityPosterior weightsEarly phase oncology trialsStatistical powerOncology trialsTrial designTrials