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1、StatisticsforBiologyandHealthSeriesEditors:M.GailK.KrickebergJ.SametA.TsiatisW.WongForothertitlespublishedinthisseries,gotohttp://www.springer.com/series/2848PerKraghAndersen•LeneTheilSkovgaardRegressionwithLinearPredictorsWith171illustrationsbyThereseGraversen1CPerKraghAnder
2、senLeneTheilSkovgaardUniversityofCopenhagenUniversityofCopenhagenDept.BiostatisticsDept.BiostatisticsØsterFarimagsgade5ØsterFarimagsgade5DK-1014CopenhagenKDK-1014CopenhagenKDenmarkDenmarkp.k.andersen@biostat.ku.dkl.t.skovgaard@biostat.ku.dkSeriesEditorsM.GailA.TsiatisNational
3、CancerInstituteDepartmentofStatisticsBethesda,MD20892,USANorthCarolinaStateUniversityRaleigh,NC27695,USAK.KrickebergLeChateletW.WongF-63270Manglieu,FranceDepartmentofStatisticsStanfordUniversityJ.SametStanford,CA94305-4065,USADepartmentofPreventiveMedicineKeckSchoolofMedicine
4、UniversityofSouthernCalifornia1441EastlakeAve.Room4436,MC9175LosAngeles,CA90089ISSN1431-8776ISBN978-1-4419-7169-2e-ISBN978-1-4419-7170-8DOI10.1007/978-1-4419-7170-8SpringerNewYorkDordrechtHeidelbergLondonLibraryofCongressControlNumber:2010931468©SpringerScience+BusinessMedia,
5、LLC2010Allrightsreserved.Thisworkmaynotbetranslatedorcopiedinwholeorinpartwithoutthewrittenpermissionofthepublisher(SpringerScience+BusinessMedia,LLC,233SpringStreet,NewYork,NY10013,USA),exceptforbriefexcerptsinconnectionwithreviewsorscholarlyanalysis.Useinconnec-tionwithanyf
6、ormofinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynowknownorhereafterdevelopedisforbidden.Theuseinthispublicationoftradenames,trademarks,servicemarks,andsimilarterms,eveniftheyarenotidentifiedassuch,isnottobetakenasane
7、xpressionofopinionastowhetherornottheyaresubjecttoproprietaryrights.Printedonacid-freepaperSpringerispartofSpringerScience+BusinessMedia(www.springer.com)VPrefaceThisisabookaboutregressionanalysis,thatis,thesituationinstatisticswherethedistributionofaresponse(oroutcome)variab
8、leisrelatedtoex-planatoryvariables(orcovariates).Thisisanextremelyco
