导师信息#北京工业大学数理学院统计学导师介绍#李高荣

基本情况

李高荣 ，理学博士
，博士后，副教授 ，2013年破格为博士生导师
，美国数学评论(MathematicalReviews)评论员 。研究领域涉及非参数统计、复杂高维数据分析 、经验似然推断
、模型和变量选择、以及纵向数据和面板数据分析等
。近年多次访问香港浸会大学和新加坡南洋理工大学，目前在国内外学术刊物“TheAnnalsofStatistics ” 、“StatisticsandComputing
”
、“StatisticaSinica”、“JournalofMultivariateAnalysis ” 、“ComputationalStatisticsandDataAnalysis
”等上发表学术论文50多篇。曾获得中国博士后科学基金和上海市博士后科研资助计划项目 。参加国家自然科学基金、北京市自然科学基金
、高等学校博士学科点专项科研基金等多项科研项目
。2010年入选北京市属高等学校人才强教深化计划“中青年骨干人才培养计划”和北京市优秀人才培养资助计划 ，2012年破格入选北京工业大学“京华人才 ”支持计划。目前主持国家自然科学基金、北京市自然科学基金 、高等学校博士学科点专项科研基金和北京市教委科技计划面上项目 。2011年指导美国数学建模竞赛(MCM)获一等奖(Meritorious)。

Addressandcontact

CollegeofAppliedSciences

北京市朝阳区平乐园100号

BeijingUniversityofTechnology

北京工业大学应用数理学院

No.100PingleYuan,Beijing100124

邮编：100124

Office：

MathematicsandPhysicsBuilding2414(数理楼2414)

Email：

ligaorong@bjut.edu.cn;ligaorong@gmail.com

Experience

2009-present

AssociateProfessor,BeijingUniversityofTechnology

2007-2009

Post-doctoralResearchFellow,EastChinaNormalUniversity

Education

Ph.D.inProbabilityandMathematicalStatistics(2007),BeijingUniversityofTechnology

M.S.inAppliedMathematics(2004),HebeiUniversityofTechnology,Tianjin

B.S.inMathematicsEducation(1999),ShanxiNormalUniversity,Linfen,Shanxi

ResearchInterests

NonparametricRegressionMethods

Semiparametric/NonparametricModels

ComplexandHighDimensionalDataAnalysis

EmpiricalLikelihood

Model/VariableSelection

Longitudinal/PanelDataAnalysis

Grants(PrincipalInvestigator)

☆TheBeijingNaturalScienceFoundation(No:1142002)

☆TheNationalNatureScienceFoundationofChina(No:11101014)

☆TheSpecializedResearchFundfortheDoctoralProgramofHigherEducationofChina(No:20101103120016)

☆TheScienceandTechnologyProjectofBeijingMunicipalEducationCommission(No:KM201410005010)

☆ProgramforJingHuaTalentsinBeijingUniversityofTechnology

☆FundingProjectforAcademicHumanResourcesDevelopmentinInstitutionsofHigherLearningUndertheJurisdictionofBeijingMunicipality(No:PHR20110822)

☆TrainingProgrammeFoundationfortheBeijingMunicipalExcellentTalents(No:2010D005015000002)

☆TheFundamentalResearchFoundationofBeijingUniversityofTechnology(No:X4006013201101)

☆ChinaPostdoctoralScienceFoundationFundedProject(No:20080430633)

☆ShanghaiPostdoctoralScientificProgram(No:08R214121)

SelectedPublications

LiG.R.,LaiP.andLianH.(2014).VariableSelectionandEstimationforPartiallyLinearSingle-indexModelswithLongitudinalData.StatisticsandComputing(doi:10.1007/s11222-013-9447-8,inpress).

LiG.R.,PengH.,DongK.andTongT.J.(2014).SimultaneousConfidenceBandsandHypothesisTestinginSingle-indexModels.StatisticaSinica,24:937-955.

LianH.andLiG.R.(2014).SeriesExpansionforFunctionalSufficientDimensionReduction.JournalofMultivariateAnalysis,124:150-165.

YangY.P.,LiG.R.andPengH.(2014).EmpiricalLikelihoodforVaryingCoefficientErrors-in-VariablesModelswithLongitudinalData.JournalofMultivariateAnalysis,127:1-18.

YangY.P.,LiG.R.*andLianH.(2014).NonconcavePenalizedEstimationinPartiallyLinearModelswithLongitudinalData.(ToappearinStatistics).

YangS.G.,XueL.G.andLiG.R.(2014).SimultaneousConfidenceBandsforSingle-indexRandomEffectsModelswithLongitudinalData.StatisticsandProbabilityLetters,85:6-14.

LiG.R.,LianH.,LaiP.andPengH.(2014).VariableSelectionforFixedEffectsVaryingCoefficientModels.(ToappearinActaMathematicaSinica,EnglishSeries).

YangX.J.,YangS.G.andLiG.R.*(2014).SimultaneousConfidenceBandforPartiallyLinearPanelDataModelswithFixedEffects.(ToappearinActaMathematicaeApplicataeSinica,EnglishSeries).

FengS.Y.,LiG.R.*andZhangJ.(2014).EfficientStatisticalInferenceforPartiallyNonlinearErrors-in-VariablesModels.ActaMathematicaSinica,EnglishSeries,inpress.

LiG.R.,LianH.,FengS.andZhuL.X.(2013).AutomaticVariableSelectionforLongitudinalGeneralizedLinearModels.ComputationalStatisticsandDataAnalysis,61:174-186.(SCI:098ME)

LaiP.,LiG.R.andLianH.(2013).QuadraticInferenceFunctionsforPartiallyLinearSingle-IndexModelswithLongitudinalData.JournalofMultivariateAnalysis,118:115-127.(SCI:154ZD)

LiG.R.,PengH.andTongT.J.(2013).SimultaneousConfidenceBandforNonparametricFixed-EffectsPanelDataModels.EconomicsLetters,119:229-232.(SSCI:148IS)

LaiP.,LiG.R.andLianH.(2013).SemiparametricEstimationofFixedEffectsPanelDataSingle-indexModel.StatisticsandProbabilityLetters,83:1595-1602.(SCI:136TW)

ZhaoP.X.andLiG.R.(2013).ModifiedSEEVariableSelectionforVaryingCoefficientInstrumentalVariableModels.StatisticalMethodology,12:60-70.(SCI:115XD)

LiG.R.,PengH.,ZhangJ.andZhuL.X.(2012).RobustRankCorrelationBasedScreening.AnnalsofStatistics,40(3):1846-1877.(SCI:031OG)

LiG.R.,XueL.G.andLianH.(2012).SCAD-penalizedGeneralizedAdditiveModelswithNP-dimensionality.JournalofNonparametricStatistics,24(3):681-697.(SCI:994NB)

LiG.R.,LinL.andZhuL.X.(2012).EmpiricalLikelihoodforVaryingCoefficientPartiallyLinearModelwithDivergingNumberofParameters.JournalofMultivariateAnalysis,105:85-111.(SCI:887ED)

ZhangJ.,FengS.Y.,LiG.R.*andLianH.(2011).EmpiricalLikelihoodInferenceforPartiallyLinearPanelDataModelswithFixedEffects.EconomicsLetters,113:165-167.(SSCI:852ZS).

LiG.R.,XueL.G.andLianH.(2011).Semi-varyingCoefficientModelswithaDivergingNumberofComponents.JournalofMultivariateAnalysis,102:1166-1174.(SCI:776FQ)

ZhangW.,LiG.R.*andXueL.G.(2011).ProfileInferenceonPartiallyLinearVarying-CoefficientEVModelsunderRestrictedCondition.ComputationalStatisticsandDataAnalysis,55:3027-3040.(SCI:799WS)

LiG.R.,PengH.andZhuL.X.(2011).NonconcavePenalizedM-estimationwithDivergingNumberofParameters.StatisticaSinica，21:391-419.(SCI：722LX).

LiG.R.,FengS.Y.andPengH.(2011).Profile-typeSmoothedScoreFunctionforaVaryingCoefficientPartiallyLinearModel.JournalofMultivariateAnalysis,102:372-385.(SCI：690DV).

LiG.R.,ZhuL.P.andZhuL.X.(2010).AdaptiveConfidenceRegionfortheDirectioninSemiparametricRegressions.JournalofMultivariateAnalysis,101:1364-1377.(SCI:578HP).

LiG.R.,ZhuL.X.,XueL.G.andFengS.Y.(2010).EmpiricalLikelihoodInferenceinPartiallyLinearSingle-indexModelsforLongitudinalData.JournalofMultivariateAnalysis,101:718-732.(SCI:546TM).

ZhuL.X.,LinL.,CuiX.andLiG.R.(2010).Bias-correctedEmpiricalLikelihoodinaMulti-linkSemiparametricModel.JournalofMultivariateAnalysis,101:850-868.(SCI:551NU).

WangX.L.,LiG.R.andLinL.(2011).EmpiricalLikelihoodInferenceforSemi-parametricVarying-coefficientPartiallyLinearErrors-in-variablesModels.Metrika,73(2):171-185.(SCI:709UN).

LiG.R.,ChenS.andZhangJ.(2009).AclassofRandomDeviationTheoremsandtheApproachofLaplaceTransform.Statistics&ProbabilityLetters
，79:202-210.(SCI:395VP).

LiG.R.,TianP.andXueL.G.(2008).GeneralizedEmpiricalLikelihoodInferenceinSemiparametricRegressionModelforLongitudinalData.ActaMathematicaSinica,EnglishSeries，24(12):2029-2040.(SCI:367JX).

LiG.R.andXueL.G.(2008).EmpiricalLikelihoodConfidenceRegionoftheParameterinthePartiallyLinearErrors-in-variablesModel.CommunicationsinStatistics--TheoryandMethods ，37(10):1552-1564.(SCI：278PG
，EI:20081411183009).

LiG.R.,ChenS.andFengS.Y.(2008).AStrongLimitTheoremforFunctionsofContinuousRandomVariablesandanExtensionoftheShannon-McMillanTheorem.JournalofAppliedMathematics,1-10.(SCI:V16EB,EI:11405962)

RefereeService

Refereeformorethan20Journals:suchasJournaloftheAmericanStatisticalAssociation
、ScandinavianJournalofStatistics、StatisticaSinica 、JournalofMultivariateAnalysis
、ComputationalStatisticsandDataAnalysis、JournalofStatisticalPlanningandInference 、Australian&NewZealandJournalofStatistics
、etc.

教学情况

本科：概率论与数理统计、多元统计分析

研究生：数理统计与随机过程 、统计软件选讲
、现代管理统计

招生要求

欢迎有较强的数学、概率统计基础 、以及具有一定软件基础和英语基础的学生报考统计学的博士研究生、学术型研究生和应用统计的专业硕士研究生！！！！

UsefulLink

☆JournaloftheRoyalStatisticalSociety:SeriesB(StatisticalMethodology)

☆JournaloftheAmericanStatisticalAssociationHomepageofJASA

☆Bioinformatics

☆AnnalsofStatistics

☆Biometrics

☆Biometrika

☆StatisticaSinica

☆ScandinavianJournalofStatistics

☆Bernoulli

☆arxiv.org

☆小木虫，科学网 ，中国数学资源网

☆中国科学
、数学学报、应用数学学报 、系统科学与数学
、应用概率统计、工程数学学报 、高校应用数学学报
、数学进展