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marketportfolioand02”,isthecovariancebetweenthereturnsontheith
assetandthemarketportfolio.(Ifarisklessassetdoesnotexist,pisthe
zero-betareturn,i.e.,thereturnonallportfoliosuncorrelatedwiththe
marketportfolio.)l
Thelinearrelationin
(1)arisesfromthemeanvarianceefficiencyofthe
marketportfolio,butontheoreticalgroundsitisdifficulttojustify
eithertheassumptionofnormalityinreturns(orlocalnormalityin
Wienerdiffusionmodels)orofquadraticpreferencestoguaranteesuch
efficiency,andonempiricalgroundstheconclusionsaswellasthe
*ProfessorofEconomics,UniversityofPennsylvania.Thisworkwassupported
byagrantfromtheRodneyL.WhiteCenterforFinancialResearchattheUniversity
ofPennsylvaniaandbyNationalScienceFoundationGrantGS-35780.
1SeeBlack[2]forananalysisofthemeanvariancemodelintheabsenceofariskless
asset.
341
Copyright!
CI1976byAcademicPress,Inc.
Allrightsofreproductioninanyformreserved.
342STEPHENA.ROSS
assumptionsofthetheoryhavealsocomeunderattack.2Therestrictiveness
oftheassumptionsthatunderliethemeanvariancemodelhave,however,
longbeenrecognized,butitstractabilityandtheevidentappealofthe
linearrelationbetweenreturn,Ei,andrisk,6,)embodiedin
(1)have
ensureditspopularity.Analternativetheoryofthepricingofriskyassets
thatretainsmanyoftheintuitiveresultsoftheoriginaltheorywas
developedinRoss[13,141.
Initsbarestessentialstheargumentpresentedthereisasfollows.
Supposethattherandomreturnsonasubsetofassetscanbeexpressed
byasimplefactormodel
$=zEi+pig+ci,
(2)
where8isameanzerocommonfactor,andCiismeanzerowiththe
vector(z)sufficientlyindependenttopermitthelawoflargenumbersto
hold.Neglectingthenoiseterm,Ei,asdiscussedinRoss[14]
(2)isa
statementthatthestatespacetableauofassetreturnsliesinatwodimensional
spacethatcanbespannedbyavectorwithelements6,)
(where0denotesthestateoftheworld)andtheconstantvector,
ecc(I,...,1).
Step1.Formanarbitrageportfolio,7,ofallthenassets,i.e.,a
portfoliowhichusesnowealth,ne=0.Wewillalsorequirentobea
well-diversifiedportfoliowitheachcomponent,Q,oforderl/nin
(absolute)magnitude.
Step2.Bythelawoflargenumbers,forlargeIIthereturnonthe
arbitrageportfolio
(3)
Inotherwordstheinfluenceonthewell-diversifiedportfolioofthe
independentnoisetermsbecomesnegligible.
Step3.Ifwenowalsorequirethatthearbitrageportfolio,7,bechosen
soastohavenosystematicrisk,then
andfrom(3)
2SeeBlumeandFriend[3Jforarecentexampleofsomeoftheempiricaldifficulties
facedbythemeanvariancemodel.Foragoodreviewofthetheoreticalandempirical
literatureonthemeanvariancemodelseeJensen[6].
CAPITALASSETPRICING343
Step4.Usingnowealth,therandomreturnq.%hasnowbeenengineered
tobeequivalenttoacertainreturn,vE,hencetopreventarbitrarily
largedisequilibriumpositionswemusthaveV./Z=0.Sincethisrestriction
mustholdforall17suchthatve=-VP-=0,Eisspannedbyeandpor
Ei=p+A,&
(4)
forconstantspandX.Clearlyifthereisarisklessasset,pmustbeits
rateofreturn.Evenifthereisnotsuchanasset,pistherateofreturnon
allzero-betaportfolios,01,i.e.,allportfolioswithale=1andL@=0.
If01isaparticularportfolioofinterest,e.g.,themarketportfolio,!
x,,,,
withE,,,=a,,$,(4)becomes
Et=p+C-G,,-p)Pi.(5)
Condition(5)isthearbitragetheoryequivalentof
(1)andif8isa
marketfactorreturnthen&
willapproximatebi.Theaboveapproach,
however,issubstantiallydifferentfromtheusualmean-varianceanalysis
andconstitutesarelatedbutquitedistincttheory.Foronething,the
argumentsuggeststhat(5)holdsnotonlyinequilibriumsituations.but
inallbutthemostprofoundsortofdisequilibria.Foranother,themarket
portfolioplaysnospecialrole.
Thereare,however,someweakpointsintheheuristicargument.For
example,asthenumberofassets,n,isincreased,wealthwill,ingeneral,
alsoincrease.Increasingwealth,though,mayincreasetheriskaversionof
someeconomicagents.Thelawoflargenumbersimplies,inStep2.that
thenoiseterm,+,becomesnegligibleforlargen,butifthedegreeofrisk
aversionisincreasingwithnthesetwoeffectsmaycanceloutandthe
presenceofnoisemaypersistasaninfluenceonthepricingrelation.
InSectionIwewillpresentanexampleofamarketwherethisoccurs.
Furthermore,evenifthenoisetermcanbeeliminated,itisnotatall
obviousthat(5)musthold,sincethedisequilibriumpositionofoneagent
mightbeoffsetbythedisequilibriumpositionofanother.3
InRoss[13],however,itwasshownthatif(5)holdsthenitrepresents
anEorquasi-equilibrium.Theintentofthispaperistosupplytherigorous
analysisunderlyingthestrongerstabilityargumentsabove.InSectionIt
wewillpresentsomeweaksufficientconditionstoruleouttheabove
exceptions(andtheexampleofSectionI)andwewillproveageneral
versionofthearbitrageresult.Section11alsoincludesabriefargument
ontheempiricalpracticalityoftheresults.Amathematicalappendix
3Greenhasconsideredthispointinatemporaryequilibriummodel.Essentialli
hearguesthatifsubjectiveanticipationsdiffertoomuch,thenarbitragepossibilities
willthreatentheexistenceofequilibrium.
344STEPHENA.ROSS
containssomesupportiveresultsofasomewhattechnicalandtangential
nature.SectionIIIwillbrieflysummarizethepaperandsuggestfurther
generalizations.
1.ACOUNTEREXAMPLE
Inthissectionwewillpresentanexampleofamarketwherethe
sequenceofequilibriumpricingrelationsdoesnotapproachtheone
predictedbythearbitragetheoryasthenumberofassetsisincreased.
Thecounterexampleisvaluablebecauseitmakesclearwhatsortof
additionalassumptionsmustbeimposedtovalidatethetheory.
Supposethatthereisarisklessassetandthatriskyassetsareindependently
andnormallydistributedas
where
and
5i=Ei+E”f,(6)
E{q=0,
E(Q)=u2.
Thearbitrageargumentwouldimplythatinequilibriumallofthe
independentriskwoulddisappearand,therefore,
Ei=sp,(7)
Assume,however,thatthemarketconsistsofasingleagentwitha
vonNeumann-Morgensternutilityfunctionoftheconstantabsoluterisk
aversionform,
U(z)=-exp(--AZ).(8)
Lettingwdenotewealthwiththerisklessassetasthenumeraire,andCYthe
portfolioofriskyassets(i.e.,0~~istheproportionofwealthplacedinthe
ithriskyasset)andtakingexpectationswehave
=-exp(--Awp)E{exp(--Awol[Z-p.e]))
=-exp(--Awp){exp(--Awol[E-p.e]+(c~~/~)(Aw)~(~oL))}.(9)
Thefirst-orderconditionsatamaximumaregivenby
CAPITALASSETPRICING345
Iftherisklessassetisinunitsupplythebudgetconstraint(Walras’Law
forthemarket)becomes
11’=f@&
M+’1=(l//W)i(Ei-p)+1,
i-li=l
(11)
Theinterpretationofthebudgetconstraint(11)dependsonthe
particularmarketsituationwearedescribing.Suppose,first,thatweare
addingassetswhichwillpayarandomtotalnumeraireamount,Zi.
Ifpiisthecurrentnumerairepriceoftheassetthen
Normalizingallriskyassetstobeinunitsupplywemusthave
andthebudgetconstraintsimplyassertsthatwealthissummedvalue,
IfweletFidenotethemeanofFiandc2,itsvariance,then(10)canbe
solvedforpias
pi=(l/p){C,-AC2).
Asaconsequence,theexpectedreturns,
Ei=&
/pi=p(c’J(Ti-Ac2)},
willbeunaffectedbychangesinthenumberofassets,n,fori<
n,and
needbearnosystematicrelationtopasnincreases.Thisisaviolation
ofthearbitragecondition,(7).Notice,too,thataslongasC+isbounded
aboveAc2,wealthandrelativeriskaversion,Aw,areunboundedinn.
AnalternativeinterpretationofthemarketsituationwouldbethatasII
increasesthenumberofriskyinvestmentopportunitiesoractivitiesis
beingincreased,butnotthenumberofassets.Inthiscasewealth,w,would
simplybethenumberofunitsoftherisklessassetheldandwouldremain
constantasnincreased.Thequantitiesaiwnowrepresenttheamountof
therisklessholdingsputintotheithinvestmentopportunityandforthe
marketasawholewemusthave
346STEPHENA.ROSS
Furthermore,iftherandomtechnologicalactivitiesareirreversible,
theneach01~30.From(10)itfollowsthat
Ei-p>
O
fEj-p=5IEi-p)=u2(Aw)2iyi<
054u..
i=li=li=l
Hence,asn---fco,thevectorEapproachestheconstantvectorwith
entriespinabsolutesum(theZ1norm)whichisaverystrongtypeof
approximation.Underthissecondinterpretation,then,th