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1、ParameterEstimationandInverseProblemsThisisVolume90intheINTERNATIONALGEOPHYSICSSERIESAseriesofmonographsandtextbooksEditedbyRENATADMOWSKA,JAMESR.HOLTON,andH.THOMASROSSBYAcompletelistofbooksinthisseriesappearsattheendofthisvolume.ParameterEstimationandIn
2、verseProblemsRichardC.Aster,BrianBorchers,andCliffordH.ThurberAmsterdamBostonHeidelbergLondonNewYorkOxfordParisSanDiegoSanFranciscoSingaporeSydneyTokyoAcquisitionEditorFrankCynarProjectManagerKyleSarofeenEditorialCoordinatorJenniferHeléMarketingManagerL
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4、2101-4495,USA84TheobaldsRoad,LondonWC1X8RR,UKThisbookisprintedonacid-freepaper.Copyright©2005,ElsevierInc.Allrightsreserved.Nopartofthispublicationmaybereproducedortransmittedinanyformorbyanymeans,electronicormechanical,includingphotocopy,recording,oran
5、yinformationstorageandretrievalsystem,withoutpermissioninwritingfromthepublisher.PermissionsmaybesoughtdirectlyfromElseviersScience&TechnologyRightsDepartmentinOxford,UK:phone:(+44)1865843830,fax:(+44)1865853333,e-mail:permissions@elsevier.com.uk.Youmay
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7、rthisbookisavailablefromtheBritishLibraryISBN:0-12-065604-3ForinformationonallElsevierAcademicPressPublicationsvisitourWebsiteatwww.books.elsevier.comPrintedintheUnitedStatesofAmerica040506070809987654321ContentsPrefacexi1INTRODUCTION11.1Classificationof
8、InverseProblems11.2ExamplesofParameterEstimationProblems41.3ExamplesofInverseProblems71.4WhyInverseProblemsAreHard111.5Exercises141.6NotesandFurtherReading142LINEARREGRESSION152.1IntroductiontoLinearRegression152.2StatisticalAspe
