A General Method for Prediction and Variable Selection Based on Estimating Equations

A General Method for Prediction and Variable Selection Based on Estimating Equations

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1、Thisarticlewasdownloadedby:[ShanDongUniversity]On:07May2013,At:06:40Publisher:Taylor&FrancisInformaLtdRegisteredinEnglandandWalesRegisteredNumber:1072954Registeredoffice:MortimerHouse,37-41MortimerStreet,LondonW1T3JH,UKJournaloftheAmericanStatisticalAsso

2、ciationPublicationdetails,includinginstructionsforauthorsandsubscriptioninformation:http://amstat.tandfonline.com/loi/uasa20EEBoost:AGeneralMethodforPredictionandVariableSelectionBasedonEstimatingEquationsJulianWolfsonJulianWolfsonisAssistantProfessor,Di

3、visionofBiostatistics,UniversityofMinnesotaSchoolofPublicHealth,Minneapolis,MN55455.ManythankstoPeterGilbert,whoprovidedbothguidanceandinvaluablefeedbackwhilethisworkwasbeingdevelopedaspartoftheauthor’sdissertation.ThanksalsotoDr.ScottHammerforenablingac

4、cesstodatafromtheACTG398study.Publishedonline:01Jan2012.Tocitethisarticle:JulianWolfson(2011):EEBoost:AGeneralMethodforPredictionandVariableSelectionBasedonEstimatingEquations,JournaloftheAmericanStatisticalAssociation,106:493,296-305Tolinktothisarticle:

5、http://dx.doi.org/10.1198/jasa.2011.tm10098PLEASESCROLLDOWNFORARTICLEFulltermsandconditionsofuse:http://amstat.tandfonline.com/page/terms-and-conditionsThisarticlemaybeusedforresearch,teaching,andprivatestudypurposes.Anysubstantialorsystematicreproductio

6、n,redistribution,reselling,loan,sub-licensing,systematicsupply,ordistributioninanyformtoanyoneisexpresslyforbidden.Thepublisherdoesnotgiveanywarrantyexpressorimpliedormakeanyrepresentationthatthecontentswillbecompleteoraccurateoruptodate.Theaccuracyofany

7、instructions,formulae,anddrugdosesshouldbeindependentlyverifiedwithprimarysources.Thepublishershallnotbeliableforanyloss,actions,claims,proceedings,demand,orcostsordamageswhatsoeverorhowsoevercausedarisingdirectlyorindirectlyinconnectionwithorarisingouto

8、ftheuseofthismaterial.Supplementarymaterialsforthisarticleareavailableonline.PleaseclicktheJASAlinkathttp://pubs.amstat.org.EEBoost:AGeneralMethodforPredictionandVariableSelectionBasedonEstimatingEquationsJulianWOLFSONThem

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