个人简介
刘鹏飞,Education:
2009-2013Ph.D.(Statistics),TheChineseuniversityofHongKong
2005-2009B.S.(Mathematics),SunYat-senUniversity
Workexperience:
2014-AssistantProfessor,JiangsunormalUniversity,Xuzhou,P.R.China
2016-AssociateProfessor,JiangsunormalUniversity,Xuzhou,P.R.China
ResearchInterests:
LatentVariableModels,BayesianInference,Quantileregression
MajorResearchGrants(PrincipalInvestigator):
1.2016-2018NSFC11501261StructuralEquationModelswithNon-normalandMissingData
2.2016-2017ProjectofNaturalScienceResearchinJiangsuProvince15KJB110007LatentVariableModelswithNon-normalData
3.2015-2016Ph.D.Teacher'sResearchSupportProjectFoundationofJiangsuNormalUniversity(14XLR002)
近期论文
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Yang,A.J.,Lian,H.,Jiang,X.J.andLiu,P.F.(2018)SparseBayesianvariableselectionforclassifyinghigh-dimensionaldata.Statisticsanditsinterface,Vol.11(2),385-396.
Song,X.Y.,Pan,D.,Liu,P.F.andCai,J.H.(2016).Bayesiananalysisoftransformationlatentvariablemodelswithmultivariatecensoreddata.StatisticalMethodsinMedicalResearch,Vol.25(5),2337–2358
Yang,A.J.,Jiang,X.J.Liu,P.F.andLin,J.G.(2016).SparseBayesianmultinomialprobitregressionmodelwithcorrelationpriorforhigh-dimensionaldataclassification.StatisticsandProbabilityLetters,119,241–247.
Wang,H.S.,Lin,H.,DarlaK.M.,Zhang,X.D.andLiu,P.F.(2016).Reconstructingricephenologycurveswithfrequency-basedanalysisandmulti-temporalNDVIindouble-croppingareainJiangsu,China.FrontiersofEarthScience,10(2),292–302
Liu,P.F.,Chen,J.,Lu,Z.H.andSong,X.Y.(2015).Transformationstructuralequationmodelswithhighlynon-normalandincompletedata.StructuralEquationModeling-AMultidisciplinaryJournal,22,401-415.
Chen,J.,Liu,P.F.andSong,X.Y.(2013).Bayesiandiagnosticsoftransformationstructuralequationmodels.ComputationalStatisticsandDataAnalysis,68,111-128.