2024
Bayesian pathway analysis over brain network mediators for survival data
Tian X, Li F, Shen L, Esserman D, Zhao Y. Bayesian pathway analysis over brain network mediators for survival data. Biometrics 2024, 80: ujae132. PMID: 39530270, PMCID: PMC11555425, DOI: 10.1093/biomtc/ujae132.Peer-Reviewed Original ResearchMeSH KeywordsAlzheimer DiseaseBayes TheoremBrainComputer SimulationHumansModels, StatisticalNerve NetNeuroimagingSurvival AnalysisConceptsAccelerated failure time modelFailure time modelBrain connectivityAlzheimer's Disease Neuroimaging Initiative studyMaximum information extractionResponse regressionBayesian approachInformation extractionTime modelSurvival dataNoisy componentsUnique edgeWhite matter fiber tractsNetwork configurationBrain networksInterconnection networksNetworkNetwork mediatorsBrain
2022
Simulating time-to-event data subject to competing risks and clustering: A review and synthesis
Meng C, Esserman D, Li F, Zhao Y, Blaha O, Lu W, Wang Y, Peduzzi P, Greene E. Simulating time-to-event data subject to competing risks and clustering: A review and synthesis. Statistical Methods In Medical Research 2022, 32: 305-333. PMID: 36412111, DOI: 10.1177/09622802221136067.Peer-Reviewed Original Research
2012
Sample size estimation in educational intervention trials with subgroup heterogeneity in only one arm
Esserman D, Zhao Y, Tang Y, Cai J. Sample size estimation in educational intervention trials with subgroup heterogeneity in only one arm. Statistics In Medicine 2012, 32: 2140-2154. PMID: 23172724, PMCID: PMC3615113, DOI: 10.1002/sim.5678.Peer-Reviewed Original ResearchMeSH KeywordsComputer SimulationHepacivirusHepatitis CHumansLongitudinal StudiesRandomized Controlled Trials as TopicResearch DesignSample Size