2024
A scaled kernel density estimation prior for dynamic borrowing of historical information with application to clinical trial design
Warren J, Wang Q, Ciarleglio M. A scaled kernel density estimation prior for dynamic borrowing of historical information with application to clinical trial design. Statistics In Medicine 2024, 43: 1615-1626. PMID: 38345148, PMCID: PMC11483151, DOI: 10.1002/sim.10032.Peer-Reviewed Original ResearchEstimation of parametersApproximate probability density functionKernel density estimationPosterior samplesSimulation studyDynamic borrowingDistribution elicitationDensity estimationParameter estimationProbability density functionPriorsBayesian analysisDensity functionFlexible alternativeEstimationDetect associationsDistribution
2016
A Statistical Model to Analyze Clinician Expert Consensus on Glaucoma Progression using Spatially Correlated Visual Field Data
Warren JL, Mwanza JC, Tanna AP, Budenz DL. A Statistical Model to Analyze Clinician Expert Consensus on Glaucoma Progression using Spatially Correlated Visual Field Data. Translational Vision Science & Technology 2016, 5: 14-14. PMID: 27622079, PMCID: PMC5017314, DOI: 10.1167/tvst.5.4.14.Peer-Reviewed Original ResearchStatistical modelSpatial probit regression modelsDeviance information criterionModel selection metricsBayesian settingSimulation study resultsModel parametersInformation criterionSpatial modelingCorrelated sensitivityNew methodologySingle frameworkSelection metricsField dataModelProbit regression modelInferenceEstimationVF locationsRegression modelsModelingPredictive abilityNumber of areas