measure integral & probability - capinski & kopp

measure integral & probability - capinski & kopp

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时间:2018-07-28

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1、MarekCapinskiandEkkehardKoppMeasure,IntegralandProbabilitySpringer-VerlagBerlinHeidelbergNewYorkLondonParisTokyoHongKongBarcelonaBudapestToourchildren;grandchildren:Piotr,Maciej,Jan,Anna;LukaszAnna,EmilyPrefaceThecentralconceptsinthisbookareLebesguemeasureandtheLebes

2、gueintegral.TheirroleasstandardfareinUKundergraduatemathematicscoursesisnotwhollysecure;yettheyprovidetheprincipalmodelforthedevelopmentoftheabstractmeasurespaceswhichunderpinmodernprobabilitytheory,whiletheLebesguefunctionspacesremainthemainsourceofexamplesonwhichtot

3、estthemethodsoffunctionalanalysisanditsmanyapplications,suchasFourieranalysisandthetheoryofpartialdi erentialequations.Itfollowsthatnotonlybuddinganalystshaveneedofaclearunderstandingoftheconstructionandpropertiesofmeasuresandintegrals,butalsothatthosewhowishtocontrib

4、uteseriouslytotheapplicationsofanalyticalmethodsinawidevarietyofareasofmathematics,physics,electronics,engineeringand,mostrecently, nance,needtostudytheunderlyingtheorywithsomecare.Wehavefoundremarkablyfewtextsinthecurrentliteraturewhichaimexplicitlytoprovideforthesen

5、eeds,atalevelaccessibletocurrentunder-graduates.Therearemanygoodbooksonmodernprobabilitytheory,andincreasinglytheyrecognizetheneedforastronggroundinginthetoolswedevelopinthisbook,butalltoooftenthetreatmentiseithertooadvancedforanundergraduateaudienceorelsesomewhatperf

6、unctory.Wehopethereforethatthecurrenttextwillnotberegardedasonewhich llsamuch-neededgapintheliterature!Onefundamentaldecisionindevelopingatreatmentofintegrationiswhethertobeginwithmeasuresorintegrals,i.e.whethertostartwithsetsorwithfunctions.Functionalanalystshavetend

7、edtofavourthelatterapproach,whiletheformerisclearlynecessaryforthedevelopmentofprobability.Wehavedecidedtosidewiththeprobabilistsinthisargument,andtousethe(reasonably)systematicdevelopmentofbasicconceptsandresultsinproba-bilitytheoryastheprincipal eldofapplication{the

8、orderoftopicsandtheviiviiiPrefaceterminologyweusere ectthischoice,andeachchapterconcludeswithfurtherdevelopmentoftherelevant

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