2024
Group Response‐Adaptive Randomization With Delayed and Missing Responses
Zhai G, Li Y, Zhang L, Hu F. Group Response‐Adaptive Randomization With Delayed and Missing Responses. Statistics In Medicine 2024, 43: 5047-5059. PMID: 39285137, DOI: 10.1002/sim.10220.Peer-Reviewed Original Research
2021
Confidence graphs for graphical model selection
Wang L, Qin Y, Li Y. Confidence graphs for graphical model selection. Statistics And Computing 2021, 31: 52. DOI: 10.1007/s11222-021-10027-5.Peer-Reviewed Original ResearchGraphical model selectionModel selection uncertaintyResidual bootstrap procedureTraditional confidence intervalsSelection uncertaintyModel selectionModel selection methodsBootstrap procedureTrue modelDependence structureSampling distributionGraphModel settingsGraphical modelsPopulation parametersSelection methodNumerical studyGraphical toolConfidence intervalsTesting for treatment effect in covariate-adaptive randomized trials with generalized linear models and omitted covariates
Li Y, Ma W, Qin Y, Hu F. Testing for treatment effect in covariate-adaptive randomized trials with generalized linear models and omitted covariates. Statistical Methods In Medical Research 2021, 30: 2148-2164. PMID: 33899607, DOI: 10.1177/09622802211008206.Peer-Reviewed Original ResearchConceptsCovariate-adaptive randomizationCovariate-adaptive randomization methodsCovariate-adaptive randomized trialsValidity of statistical inferenceInflated type I errorLinear modelType I errorGeneralized linear modelAsymptotic distributionProposed adjustment methodAsymptotic resultsInferential propertiesTest statisticsAnti-conservativeStatistical inferenceContinuous responseUnadjusted testsNull hypothesisTheoretical findingsTreatment effectsInvalid testsRandomization methodNumerical studyCovariatesAdjustment method