2012
On the equivalence of posterior inference based on retrospective and prospective likelihoods: application to a case‐control study of colorectal cancer
Ghosh M, Song J, Forster J, Mitra R, Mukherjee B. On the equivalence of posterior inference based on retrospective and prospective likelihoods: application to a case‐control study of colorectal cancer. Statistics In Medicine 2012, 31: 2196-2208. PMID: 22495822, DOI: 10.1002/sim.5358.Peer-Reviewed Original ResearchConceptsPosterior inferenceCase-control study of colorectal cancerOdds ratio parametersCategorical response dataBayesian analysis of dataStudy of colorectal cancerCase-control studyGeneral classProspective likelihoodSimulation studyCategorical responsesBayesian analysisColorectal cancerMatched case-control studyInferenceAnalysis of dataResponse dataPriorsRetrospective designRetrospective modelEquivalence
2008
A note on bias due to fitting prospective multivariate generalized linear models to categorical outcomes ignoring retrospective sampling schemes
Mukherjee B, Liu I. A note on bias due to fitting prospective multivariate generalized linear models to categorical outcomes ignoring retrospective sampling schemes. Journal Of Multivariate Analysis 2008, 100: 459-472. PMID: 34194120, PMCID: PMC8240662, DOI: 10.1016/j.jmva.2008.05.011.Peer-Reviewed Original ResearchOutcome dependent samplingCase-control sampling designData exampleBias approximationCategorical outcomesSampling designOngoing ProstateDisease sub-classificationLogit linkDependent samplesGeneralized linear modelLinear modelEquivalenceResponse fallApproximate expressionExamplesApproximationCancer Screening TrialInferenceCase-control study