foundations of modern probability (springer,1997 kallenberg o. 535s)

foundations of modern probability (springer,1997 kallenberg o. 535s)

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1、FoundationsofModernProbabilityOlavKallenbergSpringerPrefaceSomethirtyyearsagoitwasstillpossible,asLo`evesoablydemonstrated,towriteasinglebookinprobabilitytheorycontainingpracticallyeverythingworthknowinginthesubject.Thesubsequentdevelopmenthasbeenex-plosive,andtodayac

2、orrespondingcomprehensivecoveragewouldrequireawholelibrary.Researchersandgraduatestudentsalikeseemcompelledtoaratherextremedegreeofspecialization.Asaresult,thesubjectisthreatenedbydisintegrationintodozensorhundredsofsub?elds.Atthesametimetheinteractionbetweentheareasi

3、slivelierthanever,andthereisasteadilygrowingcoreofkeyresultsandtechniquesthateveryprobabilistneedstoknow,ifonlytoreadtheliteratureinhisorherown?eld.Thus,itseemsessentialthatweallhaveatleastageneraloverviewofthewholearea,andweshoulddowhatwecantokeepthesubjecttogether.T

4、hepresentvolumeisanearnestattemptinthatdirection.Myoriginalaimwastowriteabookabout“everything.”Variousspaceandtimeconstraintsforcedmetoacceptmoremodestandrealisticgoalsfortheproject.Thus,“foundations”hadtobeunderstoodinthenarrowersenseoftheearly1970s,andtherewasnoroom

5、forsomeofthemorerecentdevelopments.Iespeciallyregrettheomissionoftopicssuchaslargede-viations,GibbsandPalmmeasures,interactingparticlesystems,stochasticdi?erentialgeometry,Malliavincalculus,SPDEs,measure-valueddi?usions,andbranchingandsuperprocesses.Clearlyplentyoffun

6、damentalandin-triguingmaterialremainsforapossiblesecondvolume.Evenwithmymorelimited,revisedambitions,Ihadtobeextremelyselectiveinthechoiceofmaterial.Moreimportantly,itwasnecessarytolookforthemosteconomicalapproachtoeveryresultIdiddecidetoinclude.Inthelatterrespect,Iwa

7、ssurprisedtoseehowmuchcouldactuallybedonetosimplifyandstreamlineproofs,oftenhandeddownthroughgenerationsoftextbookwriters.Mygeneralpreferencehasbeenforresultsconveyingsomenewideaorrelationship,whereasmanypropositionsofamoretechnicalnaturehavebeenomitted.Inthesamevein,

8、Ihaveavoidedtechnicalorcomputationalproofsthatgivelittleinsightintotheprovenresults.Thisconformswithmyconvictionthatthelogic

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