2023
Visualization and assessment of model selection uncertainty
Qin Y, Wang L, Li Y, Li R. Visualization and assessment of model selection uncertainty. Computational Statistics & Data Analysis 2023, 178: 107598. DOI: 10.1016/j.csda.2022.107598.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 intervals