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ID:236491
大小:53.86 KB
页数:17页
时间:2017-07-11
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1、BanksanalysisoffinancialdataAndreasP.Nawroth,JoachimPeinkeInstitutfu¨rPhysik,Carl-von-OssietzkyUniversita¨tOldenburg,D-26111Oldenburg,GermanyAvailableonline30March2007AbstractAstochasticanalysisoffinancialdataispresented.Inparticularweinvestigatehowthestatisticsoflogreturnschangewithdifferenttim
2、edelayst.Thescale-dependentbehaviouroffinancialdatacanbedividedintotworegions.Thefirsttimerange,thesmall-timescaleregion(intherangeofseconds)seemstobecharacterisedbyuniversalfeatures.Thesecondtimerange,themedium-timescalerangefromseveralminutesupwardscanbecharacterisedbyacascadeprocess,whichisgi
3、venbyastochasticMarkovprocessinthescaleτ.AcorrespondingFokker–Planckequationcanbeextractedfromgivendataandprovidesanon-equilibriumthermodynamicaldescriptionofthecomplexityoffinancialdata.Keywords:Banks;Financialmarkets;Stochasticprocesses;Fokker–Planckequation1.IntroductionFinancialstatementsfor
4、bankspresentadifferentanalyticalproblemthanmanufacturingandservicecompanies.Asaresult,analysisofabank’s17financialstatementsrequiresadistinctapproachthatrecognizesabank’ssomewhatuniquerisks.Bankstakedepositsfromsavers,payinginterestonsomeoftheseaccounts.Theypassthesefundsontoborrowers,receivingi
5、nterestontheloans.Theirprofitsarederivedfromthespreadbetweentheratetheypayforfundsandtheratetheyreceivefromborrowers.Thisabilitytopooldepositsfrommanysourcesthatcanbelenttomanydifferentborrowerscreatestheflowoffundsinherentinthebankingsystem.Bymanagingthisflowoffunds,banksgenerateprofits,actinga
6、stheintermediaryofinterestpaidandinterestreceivedandtakingontherisksofofferingcredit.2.Small-scaleanalysisBankingisahighlyleveragedbusinessrequiringregulatorstodictateminimalcapitallevelstohelpensurethesolvencyofeachbankandthebankingsystem.IntheUS,abank’sprimaryregulatorcouldbetheFederalReserveB
7、oard,theOfficeoftheComptrolleroftheCurrency,theOfficeofThriftSupervisionoranyoneof50stateregulatorybodies,dependingonthecharterofthebank.WithintheFederalReserveBoard,thereare12districtswith12differentregulatorystaffinggroups
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