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ID:4222279
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页数:19页
时间:2017-11-30
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1、BanksanalysisoffinancialdataAndreasP.Nawroth,JoachimPeinkeInstitutfu¨rPhysik,Carl-von-OssietzkyUniversita¨tOldenburg,D-26111Oldenburg,GermanyAvailableonline30March2007AbstractAstochasticanalysisoffinancialdataispresented.Inparticularweinvestigatehowthestatisticsoflogreturnschangewithdiffe
2、renttimedelayst.Thescale-dependentbehaviouroffinancialdatacanbedividedintotworegions.Thefirsttimerange,thesmall-timescaleregion(intherangeofseconds)seemstobecharacterisedbyuniversalfeatures.Thesecondtimerange,themedium-timescalerangefromseveralminutesupwardscanbecharacterisedbyacascadepro
3、cess,whichisgivenbyastochasticMarkovprocessinthescaleτ.AcorrespondingFokker–Planckequationcanbeextractedfromgivendataandprovidesanon-equilibriumthermodynamicaldescriptionofthecomplexityoffinancialdata.Keywords:Banks;Financialmarkets;Stochasticprocesses;Fokker–Planckequation191.Introductio
4、nFinancialstatementsforbankspresentadifferentanalyticalproblemthanmanufacturingandservicecompanies.Asaresult,analysisofabank’sfinancialstatementsrequiresadistinctapproachthatrecognizesabank’ssomewhatuniquerisks.Bankstakedepositsfromsavers,payinginterestonsomeoftheseaccounts.Theypassthesef
5、undsontoborrowers,receivinginterestontheloans.Theirprofitsarederivedfromthespreadbetweentheratetheypayforfundsandtheratetheyreceivefromborrowers.Thisabilitytopooldepositsfrommanysourcesthatcanbelenttomanydifferentborrowerscreatestheflowoffundsinherentinthebankingsystem.Bymanagingthisflowo
6、ffunds,banksgenerateprofits,actingastheintermediaryofinterestpaidandinterestreceivedandtakingontherisksofofferingcredit.2.Small-scaleanalysisBankingisahighlyleveragedbusinessrequiringregulatorstodictateminimalcapitallevelstohelpensurethesolvencyofeachbankandthebankingsystem.IntheUS,abank’
7、sprimaryregulatorcouldbetheFederalReserveBoard,theOfficeoftheComptrolleroftheCurrency,theOfficeofThriftSupervisionoranyoneof50stateregulatorybodies,dependingonthecharterofthebank.WithintheFederalReserveBoard,thereare12districtswith12differentregulatorystaffinggroups
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