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1、Thisarticlewasdownloadedby:[ShanDongUniversity]On:07May2013,At:07:10Publisher:Taylor&FrancisInformaLtdRegisteredinEnglandandWalesRegisteredNumber:1072954Registeredoffice:MortimerHouse,37-41MortimerStreet,LondonW1T3JH,UKJournaloftheAmericanStatisticalAssociationPublicationdetails,includinginstruct
2、ionsforauthorsandsubscriptioninformation:http://amstat.tandfonline.com/loi/uasa20CombiningLinearRegressionModelsZhengYuanandYuhongYangZhengYuanisGraduateStudent,DepartmentofBiostatistics,UniversityofMichigan,AnnArbor,MI48109.YuhongYangisAssociateProfessor,SchoolofStatistics,UniversityofMinnesota,
3、Minneapolis,MN55455.ThisworkwassupportedbytheNationalScienceFoundationCAREERAwardgrantDMS-00-94323andwasmostlyfinishedwhenbothauthorswerewiththeDepartmentofStatistics,IowaStateUniversity.Theauthorsthanktheeditorandanassociateeditorformanyhelpfulsuggestionsandcomments.Publishedonline:01Jan2012.Toc
4、itethisarticle:ZhengYuanandYuhongYang(2005):CombiningLinearRegressionModels,JournaloftheAmericanStatisticalAssociation,100:472,1202-1214Tolinktothisarticle:http://dx.doi.org/10.1198/016214505000000088PLEASESCROLLDOWNFORARTICLEFulltermsandconditionsofuse:http://amstat.tandfonline.com/page/terms-an
5、d-conditionsThisarticlemaybeusedforresearch,teaching,andprivatestudypurposes.Anysubstantialorsystematicreproduction,redistribution,reselling,loan,sub-licensing,systematicsupply,ordistributioninanyformtoanyoneisexpresslyforbidden.Thepublisherdoesnotgiveanywarrantyexpressorimpliedormakeanyrepresent
6、ationthatthecontentswillbecompleteoraccurateoruptodate.Theaccuracyofanyinstructions,formulae,anddrugdosesshouldbeindependentlyverifiedwithprimarysources.Thepublishershallnotbeliableforanyloss,actions,claims,proceedings,demand,orcostsordamageswhatsoeverorhowsoevercausedarisingdirectlyorindirectlyi
7、nconnectionwithorarisingoutoftheuseofthismaterial.CombiningLinearRegressionModels:WhenandHow?ZhengYUANandYuhongYANGModel-combining(i.e.,mixing)methodshavebeenproposedinrecentyearstodealwithuncertaintyinmodelselection.E
