Network模型计量经济学分析的参考文

Network模型

参考Book

此外，两本教科书是有用的补充，你将受益于学习其中之一或两者，特别是获得额外的细节或不同的推导和讨论。1.DavidEasleyandJonKleinberg(EK),Networks,Crowds,andMarkets:ReasoningaboutaHighlyConnectedWorld,CambridgeUniversityPress.它涵盖了比这门课稍低层次的大部分主题。2.MatthewJackson,SocialandEconomicNetworks,PrincetonUniversityPress.比我们的课程稍微高级一点,对实质性和技术性材料都是有用的参考博弈论对经济和社会网络的分析很大程度上依赖于博弈论，有两本书是很好的参考书1.MartinOsborne,IntroductiontoGameTheory,OxfordUniversityPress,.2.RobertGibbons,GameTheoryforAppliedEconomists,PrincetonUniversityPress,.非技术书籍将参考其他各种非技术书籍，注意这些书中的一些内容被夸大了1.MalcolmGladwell,TheTippingPoint:HowLittleThingsCanMakeaBigDifference,Little,BrownCo.2.JamesSurowiecki,TheWisdomofCrowds:WhyDoManyAreSmarterThantheFewandHowCollectiveWisdomSharpensBusiness,Economies,Societies,andNations,DoubledayPublishing.3.Albert-LaszloBarabasi,Linked:HowEverythingIsLinkedtoEverythingElseandWhatItMeansforBusiness,ScienceandEverydayLife,PenguinBooks.4.ThomasSchelling,MicromotivesandMacrobehavior,WWNortonCo.,古老的经典书最后参考以下关于马尔可夫链(MC)的书籍:

DimitriBertsekasandJohnTsitsiklis,IntroductiontoProbability,Secondedition,AthenaScientific.

重要的参考文献：Acemoglu,D.,Akcigit,U.,Kerr,W.().Networksandthemacroeconomy:anempiricalexploration.NBERMacroeconomicsAnnual,31(1),–.Acemoglu,D.,Carvalho,V.,Ozdaglar,A.,Tahbaz-Salehi,A.().Thenetworkoriginsofaggregatefluctuations.Econometrica,80(5),–.Apicella,C.L.,Marlowe,F.W.,Fowler,J.H.,Christakis,N.A.().Socialnetworksandcooperationinhunter-gatherers,.Nature,(),–.Atalay,E.,Horta?su,A.,Roberts,J.,Syverson,C.().Networkstructureofproduction.ProceedingsoftheNationalAcademyofSciences,(13),–.Bhattacharya,S.Bickel,P.J.().Subsamplingbootstrapofcountfeaturesofnetworks.AnnalsofStatistics,43(6),–.Bickel,P.J.Chen,A.().Anonparametricviewofnetworkmodelsandnewman-girvanandothermodularities.ProceedingsoftheNationalAcademyofSciences,(50),28–.Bickel,P.J.,Chen,A.,Levina,E.().Themethodofmomentsanddegreedistributionsfornetworkmodels.AnnalsofStatistics,39(5),–.Blitzstein,J.Diaconis,P.().Asequentialimportancesamplingalgorithmforgeneratingrandomgraphswithprescribeddegrees.InternetMathematics,6(4),–.Blume,L.E.,Brock,W.A.,Durlauf,S.N.,Jayaraman,R.().Linearsocialinteractionmodels.JournalofPoliticalEconomy,(2),–.Bonacich,P.().Powerandcentrality:Afamilyofmeasures.AmericanJournalofSociology,92,–.Bramoullé,Y.,Djebbari,H.,Fortin,B.().Identificationofpeereffectsthroughsocialnetworks.JournalofEconometrics,(1),41–55.Carvalho,V.().Frommicrotomacroviaproductionnetworks.JournalofEconomicPerspectives,28(4),23–48.Chatterjee,S.().Matrixestimationbyuniversalsingularvaluethresholding.AnnalsofStatistics,43(1),–.Chatterjee,S.,Diaconis,P.,Sly,A.().Randomgraphswithagivendegreesequence.AnnalsofAppliedProbability,21(4),–.Daudin,J.-J.,F.,P.,Robin,S.().Amixturemodelforrandomgraphs,”.StatisticsandComputing,18(2),–.dePaula,á.().EconometricsofnetworkModels.TechnicalReportCeMMAPWorkingPaperCWP06/16,CeMMAP.dePaula,á.,Richards-Shubik,S.,Tamer,E.().Identificationofpreferencesinnetworkformationgames.CeMMAPWorkingPaperCWP29/15,CeMMAP.Diaconis,P.Janson,S.().Graphlimitsandexchangeablerandomgraphs.RendicontidiMatematica,28(1),33–61.Goldenberg,A.,Zheng,A.,Fienberg,S.E.,Airoldi,E.M.().Asurveyofstatisticalnetworkmodels.FoundationsandTrendsinMachineLearning,2(2),–.Graham,B.S.().Aneconometricmodelofnetworkformationwithdegreeheterogeneity.NBERWorkingPaper,NationalBureauofEconomicResearch.Graham,B.S.().Methodsofidentificationinsocialnetworks.AnnualReviewofEconomics,7(1),–.Graham,B.S.().Homophilyandtransitivityindynamicnetworkformation.NBERWorkingPaper,NationalBureauofEconomicResearch.Granovetter,M.S.().Thestrengthofweakties.AmericanJournalofSociology,78(6),–.Holland,P.W.Leinhardt,S.().Localstructureinsocialnetworks.SociologicalMethodology,7,1–45.Jackson,M.().Theeconomicsofsocialnetworks.InR.Blundell,W.Newey,T.Persson(Eds.),AdvancesinEconomicsandEconometrics,TheoryandApplications:NinthWorldCongressoftheEconometricSociety.Cambridge:CambridgeUniversityPress.Jackson,M.O.().SocialandEconomicNetworks.Princeton:PrincetonUniversityPress.Jackson,M.O.,Rodriguez-Barraquer,T.,Tan,X.().Socialcapitalandsocialquilts:networkpatternsoffavorexchange.AmericanEconomicReview,(5),–.Manski,C.F.().Identificationofendogenoussocialeffects:thereflectionproblem,.ReviewofEconomicStudies,60(3),–.McPherson,M.,Smith-Lovin,L.,Cook,J.M.().Birdsofafeather:homophilyinsocialnetworks.AnnualReviewofSociology,27(1),–.Milgram,S.().Thesmall-worldproblem.PsychologyToday,1(1),61–67.Mitzenmacher,M.().Abriefhistoryofgenerativemodelsforpowerlawandlognormaldistributions.InternetMathematics,1(2),–.Mizuno,T.,Souma,W.,Watanabe,T.().Thestructureandevolutionofbuyer-suppliernetworks.PlosOne,9(7),e.Newman,M.E.J.().Networks:AnIntroduction.Oxford:OxfordUniversityPress.Nowicki,K.().Asymptoticdistributionsinrandomgraphswithapplicationstosocialnetworks.StatisticaNeerlandica,45(3),–.Orbanz,P.Roy,D.M.().Bayesianmodelsofgraphs,arraysandotherexchangeablerandomsstructures.IEEETransactionsonPatternAnalysisandMachineIntelligence,37(2),–.Serpa,J.C.Krishnan,H.().Theimpactofsupplychainsonfirm-levelproductivity.ManagementScience.Zhang,Y.,Levina,E.,Zhu,J.().Estimatingnetworkedgeprobabilitiesbyneighborhoodsmoothing.arXiv:9.v2[stat.ML].本号Network模型相关推文网址：复杂性科学、网络科学、计算社会科学研究机构推介（北美篇）网络模型系统课程辅导材料：Pajek软件网络图示网络(Networks)模型第1-1课：经济、社会和通讯网络导论()网络(Networks)模型辅导材料：三元闭包原理年网络科学的4个前沿方向：从时序网络到高阶网络Master22

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