2021
Optimal diagnostic test allocation strategy during the COVID‐19 pandemic and beyond
Du J, Beesley L, Lee S, Zhou X, Dempsey W, Mukherjee B. Optimal diagnostic test allocation strategy during the COVID‐19 pandemic and beyond. Statistics In Medicine 2021, 41: 310-327. PMID: 34697824, PMCID: PMC8661762, DOI: 10.1002/sim.9238.Peer-Reviewed Original ResearchConceptsHigh-risk patient populationRapid antigen testDiagnostic testsPatient populationRisk patient populationSARS-CoV-2 viral infectionViral diagnostic testsCentral public health challengeAntigen testPatient characteristicsTimely diagnostic testingPublic health challengePublic health decision-makingViral infectionHealth decision-makingPreventing severe diseaseSevere diseaseRT-PCRCOVID-19 pandemic
2009
Graphical diagnostics to check model misspecification for the proportional odds regression model
Liu I, Mukherjee B, Suesse T, Sparrow D, Park S. Graphical diagnostics to check model misspecification for the proportional odds regression model. Statistics In Medicine 2009, 28: 412-429. PMID: 18693299, DOI: 10.1002/sim.3386.Peer-Reviewed Original ResearchConceptsCovariate effectsOrdinal responsesModel misspecificationProportional odds regression modelStudy covariate effectsGoodness-of-fit statisticsClass of modelsNumerical methodFunctional misspecificationBinary responsesGraphical diagnosticsSimulation studyCumulative logitsMisspecificationCumulative sumRegression modelsGraphical methodSumArbogastVA Normative Aging StudyCovariatesProportional odds regressionClass