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Analytical“Pillars”toFinanceOptimizationovertimeAssetvaluationRiskmanagementFinanceModule4Module3Module5Riskallocation(redistribution)isafundamentalfunctionofthefinancialsystem.WhatisRisk?MeasureofRisk:StandardDeviationRiskpreferenceTheRiskManagementProcessTheThreeDimensionsofRiskTransferDiversificationHedgingInsuranceRiskTransferandEconomicEfficiencyModule5:ContentsWhatisRisk?Howdoyoumanagetheriskyouface?UncertaintyandriskUncertaintyisanobjectfact:Nooneknowsforsurewhatwilloccurinthefuture.Howtointerpret‘theuncertaintywithlosses’?Doesriskmeansmerelyloss?Outofexpectation;Beyondexpectation.Riskisrelatedtopreference:subjectivelikes/dislikes;tradingcounterpartiesTheConceptofRiskRisksFacing:FirmsProductionriskandR&DriskPriceriskofoutputsPriceriskofinputs…核心業(yè)務(wù)風(fēng)險與價格風(fēng)險企業(yè)或投資者的業(yè)績都在一定程度上受一種或多種金融價格變動的影響。浮動利率融資設(shè)置養(yǎng)老基金的企業(yè)涉及進(jìn)出口的企業(yè)電子工業(yè):貴金屬原材料價格波動(貴金屬期貨交易價格)既無負(fù)債也無利率敏感資產(chǎn)的汽車零售商、房地產(chǎn)商面對外國競爭者的本地制造商成功企業(yè)不僅要善于處理其核心業(yè)務(wù)的風(fēng)險(技術(shù)選擇、研究與開發(fā)、商業(yè)模式、服務(wù)方式……),還必須很好地管理價格風(fēng)險(環(huán)境風(fēng)險)。本模塊主要關(guān)注金融價格風(fēng)險。RisksFacing:HouseholdsSickness,disability,anddeathUnemploymentriskConsumer-durableassetriskLiabilityriskAdjustableRateMortgagesFinancial-assetrisk…RiskExposureParticulartypesofriskonefacesduetoone’scircumstancessuchasjob,business,andpatternofconsumption,etc.Farmer:theriskofacropfailureandtheriskofadeclineinthepriceHouseowner:therisksoffire,theft,stormdamage,earthquakedamageImporter/exporter:thecurrencyriskTheStock,BondandOilIndicesDatasource:Datastream,Bloomberg,YahooFinanceWhichoneisthemostrisky?Why?Howtomeasurerisk?風(fēng)險的度量價格風(fēng)險定義為未來價格偏離其預(yù)期(期望)值的可能性,價格風(fēng)險表現(xiàn)為價格的波動性(volatility)。
對預(yù)期價格的偏離可能有利也可能不利(風(fēng)險就是不確定損失與機(jī)遇的相伴相生)。價格風(fēng)險測度有多種方式,最常用的方式是同時測度有利和無利方向波動程度的方差或標(biāo)準(zhǔn)差(波動單位)。采用收益率序列的標(biāo)準(zhǔn)差度量風(fēng)險DistributionofReturnsonTwoStocks
0.00.51.01.52.02.53.03.5-100%-50%0%50%100%ReturnProbabilityDensityNORMCOVOLCONormalDistribution:Graph10%Whichoneistheriskier?ReturnsonGENCO&RISCOCalculatetheirExpectedReturn&Risk(StandardDeviation).ExpectedReturn:MeanRisk:StandardDeviation:
2530.0=RISCOrs()()1265.0016.0)10.010.0(2.010.010.06.010.030.02.0222==--*+-*+-*=GENCOrsCalculatetheExpectedReturns&Risks
今年發(fā)放獎學(xué)金的方式改革,有兩種方案供你選擇:方案A:直接拿1000元;方案B:擲硬幣,猜對了可拿2000元,猜錯了拿0元。方案C:無所謂你會怎么選?ABC風(fēng)險偏好:測定0WealthWUtilityU(W)2000U(2000)U(0)1000
5001500U(1000)
Preference:RiskAversionIngeneral:
Riskaversion:
U(0.5*2000+0.5*0)>0.5*U(2000)+0.5*U(0)ConcaveutilityfunctionDecreasingmarginalutilityRationalbehaviorassumedtoberisk-averse.0WealthWUtilityU(W)2000U(2000)U(0)1000
5001500U(1000)
Preference:RiskSeekingIngeneral:
Riskseeking:
U(0.5*2000+0.5*0)<0.5*U(2000)+0.5*U(0)ConvexutilityfunctionIncreasingmarginalutilityHowaboutindifferencebtwA&B?TheRisk-ManagementProcessAsystematicattempttoanalyzeanddealwithrisk.FivestepsRiskidentificationRiskassessmentSelectionofrisk-managementtechniquesImplementationReview
UltimategoalsofriskmanagementTailtherisktowardone’spreferenceTheProcessofRiskManagementTheprocessofformulatingthebenefit-costtrade-offsofriskreductionanddecidingonthecourseofactiontotake.RiskidentificationRiskassessmentSelectionofrisk-managementtechniquesImplementationReviewsRiskIdentificationFiguringoutwhatthemostimportantriskexposuresarefortheunityofanalysis.Effectiveriskidentificationrequiresthatonetaketheperspectiveoftheentityasawhole:Thenetexposuretoexchange-rateriskofafirmbuyinginputsandsellingproductsabroad;Priceriskandquantityriskoffarms;Careerandstock-marketrisk.RiskAssessmentThequantificationofthecostsassociatedwiththerisksthathavebeenidentified.Health-insuranceandactuaries.Professionalinvestmentadvisors.RiskManagementTechniquesRiskavoidanceLosspreventionandcontrolRiskretentionRisktransfer(ourconcern)ImplementationThebasicprincipleistominimizethecostsofimplementation.ThelowestpremiumforhealthinsuranceThecostsofinvestinginthestockmarketthroughmutualfundorabrokerReviewRiskmanagementisadynamic“feedback”process,inwhichdecisionsareperiodicallyreviewedandrevised.ThreeDimensionsofRiskTransferDiversifyingHedgingInsuringDiversifyingDiversifyingHoldingsimilaramountsofmanyriskyassets(portfolio)insteadofconcentratingallofyourinvestmentinonlyone.Bydiversifyingacrossriskyassetspeoplecansometimesachieveareductionintheiroverallriskexposurewithnoreductionintheirexpected
return.BasicsofPortfolioTheoryAquantitativeanalysistoolforoptimalriskmanagement.Solvetheproblem:Howtochooseamongfinancialalternativessoastomaximizeinvestors’givenpreferences.Optimalchoice(laterinModule6):evaluatethetrade-offsbetweenreceivingahigherexpected
returnandtakinggreaterrisk.DiversificationwithUncorrelatedRisks
Investinginasingledrug.initialcapital:$100,000probabilityofsuccess:50%uncertainty:$400,000ornothing
Possibleoutcomesandpayoffs:failwithprobability0.5andwithnopayoffsucceedwithprobability0.5andwith$400,000ExpectedPayoff=$200,000StandardDeviation=$200,000DiversificationwithUncorrelatedRisksInvestingin
twodrugs
(diversifyingbyholdingaportfolio)initialcapital:$100,000($50,000perdrug)probabilityofsuccess:50%uncertainty:$200,000ornothingindependenceofsuccessesPossibleoutcomesandpayoffs:Nodrugssucceedwithprobability0.25andwithnopayoff;Onedrugsucceedswithprobability0.5andwith$200,000;Bothdrugssucceedwithprobability0.25andwith$400,000.ExpectedPayoff=$200,000StandardDeviation=$141,421DiversificationwithUncorrelatedRisksExpectedPayoff=$200,000StandardDeviation=$200,000StandardDeviationfallsExpectedPayoff=$200,000StandardDeviation=$141,421DiversificationwithUncorrelatedRisksGeneralizingtheargument,itiseasytoprovethatthestandarddeviationinthecaseofNdrugsis:Conclusion:Giventhefactsofthisexample,theportfolioriskmaybediversifiedasclosetozeroaswewishiftherearesufficientanduncorrelatedsecurities!Inreality,however,Nmustbefinite,andpharmaceuticalprojectshaveanon-zerocorrelations.CorrelatedHomogeneousSecuritiesPharmaceuticalprojectsdohavepositivecorrelation.Loosentheassumptionsmadeaboutthecorrelation,andsetittoρ
,andusethegeneralizationofWiththehomogeneoussecurities,wehavediversifiablerisk:firm-specificrisknondiversifiablerisk:systematicriskPerfectcorrelation(ρ=1)impliesnoriskcanbediversified!
DiversifiableSecurityRisk
NondiversifiableSecurityRisk0.000.020.040.060.0005101520253035404550PortfolioSize
StandardDeviationofPortfolioRateofReturn
DiversifiableRiskNondiversifiableRiskAllriskisdiversifiable
0.000.020.040.060.0005101520253035404550PortfolioSize
StandardDeviationofthePortfoliorateofreturnAllriskisdiversifiable!ExtensiontoMoreSecuritiesAllriskisdiversifiable!DiversifiableRiskNon-diversifiableRiskNondiversifiableRiskThepartthatremainsnomatterhowmanystocksareaddedisthenon-diversifiablerisk(marketrisk/systematicrisk).Thepartoftheportfoliovolatilitythatcanbeeliminatedbyaddingmorestocksisthediversifiablerisk(firm-specificrisk/non-systematicrisk).Diversifiable(Unique)risk051015NumberofSecuritiesPortfoliostandarddeviationTheeffectofincreasingthenumberofsecuritiesinaportfolioNondiversifiable(Market)riskApprox.20%DiversificationofRisk上證50成份股的分散效果
數(shù)據(jù)來源:國泰安(CSMAR)數(shù)據(jù)庫數(shù)據(jù)說明以2010年7月1日調(diào)整的上證50指數(shù)中的50只成份股為樣本;數(shù)據(jù)區(qū)間為2010年7月1日-2010年12月31日的日收益率數(shù)據(jù)(已考慮復(fù)權(quán));每只股票124個交易日。證券組合構(gòu)建
從50只股票中隨機(jī)抽取1只股票,計算其收益率的標(biāo)準(zhǔn)差;從剩余49只股票中隨機(jī)抽取第2只股票,分別以等權(quán)和加權(quán)(以2010年7月1日各股票的流通市值為權(quán)重)方式構(gòu)造投資組合,并計算組合收益率的標(biāo)準(zhǔn)差;從剩余48只股票中隨機(jī)抽取第3只股票,分別以等權(quán)和加權(quán)方式構(gòu)造投資組合,并計算組合收益率的標(biāo)準(zhǔn)差;以此類推,直到組合規(guī)模為50只股票為止;為降低隨機(jī)誤差,使曲線更加平滑,重復(fù)上述隨機(jī)抽樣步驟100次,這樣得到規(guī)模i(i=1,…,50)下的100個組合收益率標(biāo)準(zhǔn)差,取這100個標(biāo)準(zhǔn)差的平均值作為規(guī)模i下的組合收益率標(biāo)準(zhǔn)差。投資組合規(guī)模與風(fēng)險分散化效果
系統(tǒng)風(fēng)險當(dāng)組合規(guī)模達(dá)到50只股票時,等權(quán)組合的標(biāo)準(zhǔn)差相對組合規(guī)模為1只股票時下降了31.2%,表明樣本股票的總風(fēng)險中系統(tǒng)風(fēng)險占68.8%;即使考慮基金的分散效果,系統(tǒng)風(fēng)險也占50.6%;一些成熟證券市場系統(tǒng)風(fēng)險占總風(fēng)險的比例相當(dāng)?shù)?,如香港和日本證券市場的這一比例僅為15.0%和23.4%;中國A股市場高達(dá)50%
-60%以上的系統(tǒng)風(fēng)險主要來源于政策風(fēng)險,以及跟風(fēng)投機(jī)行為造成的股票價格變化的高度相關(guān),不利于風(fēng)險的分散。TeamWork:檢驗組合的分散效果
數(shù)據(jù)來源:國泰安(CSMAR)數(shù)據(jù)庫上證50指數(shù)數(shù)據(jù)說明以該指數(shù)50只成份股為樣本;數(shù)據(jù)區(qū)間為201
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