Robust regression using iteratively reweighted least-squares

Robust regression using iteratively reweighted least-squares

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1、Thisarticlewasdownloadedby:[UniversityofToronto]On:21June2011Accessdetails:AccessDetails:[subscriptionnumber905051418]PublisherTaylor&FrancisInformaLtdRegisteredinEnglandandWalesRegisteredNumber:1072954Registeredoffice:MortimerHouse,37-41MortimerStreet,LondonW1T3JH,UKC

2、ommunicationsinStatistics-TheoryandMethodsPublicationdetails,includinginstructionsforauthorsandsubscriptioninformation:http://www.informaworld.com/smpp/title~content=t713597238Robustregressionusingiterativelyreweightedleast-squaresPaulW.Hollanda;RoyE.WelschbaEducationa

3、lTestingService,Princeton,NJbMassachusettsInstituteofTechnology,NationalBureauofEconomicResearch,Cambridge,MATocitethisArticleHolland,PaulW.andWelsch,RoyE.(1977)'Robustregressionusingiterativelyreweightedleast-squares',CommunicationsinStatistics-TheoryandMethods,6:9,81

4、3—827TolinktothisArticle:DOI:10.1080/03610927708827533URL:http://dx.doi.org/10.1080/03610927708827533PLEASESCROLLDOWNFORARTICLEFulltermsandconditionsofuse:http://www.informaworld.com/terms-and-conditions-of-access.pdfThisarticlemaybeusedforresearch,teachingandprivatest

5、udypurposes.Anysubstantialorsystematicreproduction,re-distribution,re-selling,loanorsub-licensing,systematicsupplyordistributioninanyformtoanyoneisexpresslyforbidden.Thepublisherdoesnotgiveanywarrantyexpressorimpliedormakeanyrepresentationthatthecontentswillbecompleteo

6、raccurateoruptodate.Theaccuracyofanyinstructions,formulaeanddrugdosesshouldbeindependentlyverifiedwithprimarysources.Thepublishershallnotbeliableforanyloss,actions,claims,proceedings,demandorcostsordamageswhatsoeverorhowsoevercausedarisingdirectlyorindirectlyinconnecti

7、onwithorarisingoutoftheuseofthismaterial.COMMUN.STATIST.-THEOR.METH.A6(9),813-827(1977)ROBUSTREGRESSIONUSINGITERATIVELYREWEIGHTEDLEAST-SQUARESPaulW.HollandEducationalTestingServicePrinceton,NJRoyE.WelschMassachusettsInstituteofTechnologyNationalBureauofEconomicResearch

8、Cambridge,MAKeyWords&Phrases:ROSEPACK;robustweightfunctions;tuningconstants;smaZZsampZevariances;SLASHdistribution;on

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