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CHAPTER3IntroductiontoRisk,Return,andtheHistoricalRecord
5-2InterestRateDeterminantsSupplyHouseholdsDemandBusinessesGovernment’sNetSupplyand/orDemandFederalReserveActions
5-3RealandNominalRatesofInterestNominalinterestrate:GrowthrateofyourmoneyRealinterestrate:GrowthrateofyourpurchasingpowerLetR=nominalrate,r=realrateandI=inflationrate.Then:
5-4EquilibriumRealRateofInterestDeterminedby:SupplyDemandGovernmentactionsExpectedrateofinflation
5-5Figure3.1DeterminationoftheEquilibriumRealRateofInterest
5-6EquilibriumNominalRateofInterestAstheinflationrateincreases,investorswilldemandhighernominalratesofreturnIfE(i)denotescurrentexpectationsofinflation,thenwegettheFisherEquation:Nominalrate=realrate+inflationforecast
5-7TaxesandtheRealRateofInterestTaxliabilitiesarebasedonnominalincomeGivenataxrate(t)andnominalinterestrate(R),theRealafter-taxrateis:Theafter-taxrealrateofreturnfallsastheinflationraterises.
5-8RatesofReturnforDifferentHoldingPeriodsZeroCouponBond,Par=$100,T=maturity,P=price,rf(T)=totalriskfreereturn
5-9Example3.2AnnualizedRatesofReturn
5-10Equation3.7EAREARdefinition:percentageincreaseinfundsinvestedovera1-yearhorizon
5-11Equation3.8APRAPR:annualizingusingsimpleinterest
5-12Table3.1APRvs.EAR
5-13Table3.2StatisticsforT-BillRates,InflationRatesandRealRates,1926-2009
5-14BillsandInflation,1926-2009Moderateinflationcanoffsetmostofthenominalgainsonlow-riskinvestments.AdollarinvestedinT-billsfrom1926–2009grewto$20.52,butwitharealvalueofonly$1.69.Negativecorrelationbetweenrealrateandinflationratemeansthenominalraterespondslessthan1:1tochangesinexpectedinflation.
5-15Figure3.3InterestRatesandInflation,1926-2009
5-16RiskandRiskPremiumsHPR=HoldingPeriodReturnP0=BeginningpriceP1=EndingpriceD1=DividendduringperiodoneRatesofReturn:SinglePeriod
5-17EndingPrice=110BeginningPrice=100Dividend=4HPR=(110-100+4)/(100)=14%RatesofReturn:SinglePeriodExample
5-18Expectedreturnsp(s)=probabilityofastater(s)=returnifastateoccurss=stateExpectedReturnandStandardDeviation
5-19StateProb.ofStaterinStateExcellent.250.3100Good.450.1400Poor.25-0.0675Crash.05-0.5200E(r)=(.25)(.31)+(.45)(.14)+(.25)(-.0675)+(0.05)(-0.52)E(r)=.0976or9.76%ScenarioReturns:Example
5-20Variance(VAR):VarianceandStandardDeviationStandardDeviation(STD):
5-21ScenarioVARandSTDExampleVARcalculation:σ2=.25(.31-0.0976)2+.45(.14-.0976)2+.25(-0.0675-0.0976)2+.05(-.52-.0976)2=.038ExampleSTDcalculation:
5-22TimeSeriesAnalysisofPastRatesofReturnTheArithmeticAverageofrateofreturn:
5-23GeometricAverageReturnTV=TerminalValueoftheInvestmentg=geometricaveragerateofreturn
5-24GeometricVarianceandStandardDeviationFormulasEstimatedVariance=expectedvalueofsquareddeviations
5-25GeometricVarianceandStandardDeviationFormulasWheneliminatingthebias,VarianceandStandardDeviationbecome:
5-26TheReward-to-Volatility(Sharpe)RatioSharpeRatioforPortfolios:
5-27TheNormalDistributionInvestmentmanagementiseasierwhenreturnsarenormal.Standarddeviationisagoodmeasureofriskwhenreturnsaresymmetric.Ifsecurityreturnsaresymmetric,portfolioreturnswillbe,too.Futurescenarioscanbeestimatedusingonlythemeanandthestandarddeviation.
5-28Figure3.4TheNormalDistribution
5-29NormalityandRiskMeasuresWhatifexcessreturnsarenotnormallydistributed?StandarddeviationisnolongeracompletemeasureofriskSharperatioisnotacompletemeasureofportfolioperformanceNeedtoconsiderskewandkurtosis
5-30SkewandKurtosisSkewEquation5.19KurtosisEquation5.20
5-31Figure3.5ANormalandSkewedDistributions
5-32Figure3.5BNormalandFat-TailedDistributions(mean=.1,SD=.2)
5-33ValueatRisk(VaR)AmeasureoflossmostfrequentlyassociatedwithextremenegativereturnsVaRisthequantileofadistributionbelowwhichliesq%ofthepossiblevaluesofthatdistributionThe5%VaR,commonlyestimatedinpractice,isthereturnatthe5thpercentilewhenreturnsaresortedfromhightolow.
5-34ExpectedShortfall(ES)Alsocalledconditionaltailexpectation(CTE)MoreconservativemeasureofdownsideriskthanVaRVaRtakesthehighestreturnfromtheworstcasesEStakesanaveragereturnoftheworstcases
5-35LowerPartialStandardDeviation(LPSD)andtheSortinoRatioIssues:NeedtoconsidernegativedeviationsseparatelyNeedtoconsiderdeviationsofreturnsfromtherisk-freerate.LPSD:similartousualstandarddeviation,butusesonlynegativedeviationsfromrfSortinoRatioreplacesSharpeRatio
5-36HistoricReturnsonRiskyPortfoliosReturnsappearnormallydistributedReturnsareloweroverthemostrecenthalfoftheperiod(1986-2009)SDforsmallstocksbecamesmaller;SDforlong-termbondsgotbigger
5-37HistoricReturnsonRiskyPortfoliosBetterdiversifiedportfolioshavehigherSharpeRatiosNegativeskew
5-38Figure5.7NominalandRealEquityReturnsAroundtheWorld,1900-2000
5-39Figure5.8StandardDeviationsofRealEquityandBondReturnsAroundtheWorld,1900-2000
5-40Figure5.9ProbabilityofInvestmentOutcomesAfter25YearswithaLognormalDistribution
5-41TerminalValuewithContinuousCompoundingWhenthecontinuouslycompoundedrateofreturnonanassetisnormallydistributed,theeffectiverateofreturnwillbelognormallydistributed.TheTerminalValuewillthenbe:
5-42Figure5.10AnnuallyCompounded,25-YearHPRs
5-43Figure5.11AnnuallyCompounded,25-YearHPRs
5-44Figure5.12WealthIndexesofSelectedOutcomesofLargeStockPortfoliosandtheAverageT-billPortfolio
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