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CHAPTER9
MULTIFACTORMODELSOFRISKANDRETURN
AnswerstoOuestions
1.BoththeCapitalAssetPricingModelandtheArbitragePricingModelrestonthe
assumptionthatinvestorsarerewardwithnon-zeroreturnforundertakingtwoactivities:
(1)committingcapital(non-zeroinvestment);and(2)takingrisk.Ifaninvestorcould
earnapositivereturnfornoinvestmentandnorisk,thenitshouldbepossibleforall
investorstodothesame.Thiswouldeliminatethesourceofthe"somethingfornothing,,
return.
Ineithermodel,superiorperformancerelativetoabenchmarkwouldbefoundbypositive
excessreturnsasmeasuredbyastatisticallysignificantpositiveconstantterm,oralpha.
Thiswouldbethereturnnotexplainedbythevariablesinthemodel.
2.CFAExaminationIII(1989)
2a.TheCapitalAssetpricingModel(CAPM)isanequilibriumassetpricingtheoryshowing
thatequilibriumratesofexpectedreturnonallriskyassetsareafunctionoftheir
covariancewiththemarketportfolio.TheCAPMisasingle-indexmodelthatdefines
systematicriskinrelationtoabroad-basedmarketportfolio(i.e.,themarketindex).This
singlefactor("beta")isunchanging:
Rj=Rf+Bj(Rm-Rf)
where
Rj=expectedreturnonanassetorportfolio
Rf=risk-freerateofreturn
Rm=expectedreturnonthemarket
Bj=volatilityoftheassetorportfoliotothatofthemarketm.
ArbitragePricingTheory(APT)isanequilibriumassetpricingtheoryderivedfroma
factormodelbyusingdiversificationandarbitrage.TheAPTshowsthattheexpected
returnonanyriskyassetisalinearcombinationofvariousfactors.Thatis,theAPT
assertsthatanassefsriskinessand,hence,itsaveragelong-termreturn,isdirectlyrelated
toitssensitivitiestocertainfactors.Thus,theAPTisamulti-factormodelwhichallows
forasmanyfactorsasareimportantinthepricingofassets.However,themodelitself
doesnotdefinethesevariables.UnliketheCAPM,whichrecognizesonlyone
unchangingfactor,thekeyfactorsinAPTcanchangeovertime.
Rj=Rf+Bj)(RFi-Rf)+...+Bjk(Rpk-Rf)
where
Ri=returnonanasset
Rf=risk-freerateofreturn
Bi=sensitivityofanassettoaparticularfactor
RF=expectedreturnonaportfoliowithanaverage(1.0)sensitivitytoafactork
J.
k=anasset
=afactor
Researchsuggeststhatseveralmacroeconomicfactorsmaybesignificantinexplaining
expectedstockreturns(i.e.,thesefactorsaresystematicallypriced):
z1x
(>
\2zInflation;
z
f\
t7
\3\Industrialproduction;
7»Riskpremiaasmeasuredbythespreadbetweenlowandhighgradebonds;
z4\
(1
x/Yieldcurve,(i.e.,slopeofthetermstructureofinterestrates.
Otherresearchershaveidentifiedadditionalfactorswhichmayinfluenceanassetsreturn.
z5X
(
\7RealGNPgrowth;
z6\
(
\7Rateofgrowthofrealoilprices(i.e.,anenergyfactor);
z7\
(!
x/Realdefensespending;
8\
>
/Marketindex.
2b.BecauseofAPTsmoregeneralfbnnulation,itismorerobustandintuitivelyappealing
thantheCAPM.Manyfactors,notjustthemarketportfolio,mayexplainassetreturns.
Thispermitsthestockselectionprocesstotakeintoaccountasmanyeconomicvariables
asarebelievedtobesignificantinavaluationcontext-notonlyastoindividualissues,
butalsoastogroups,sectorsoreventhemarketasawhole.Forexample,givenaforecast
ofasuddenspurtintheinflationrate,andoftheresultingeffectoninterestrates,the
analystorportfoliomanagercan,viaAPT,arriveatanestimateofvaluationchanges
acrosshis/herselectionuniverseandadjustportfolioexposuresaccordingly.Alternatively,
stockscouldbeselectedandportfoliosformedbasedonspecificfactor-sensitivitycriteria
setupinadvance.
3.Thesmallfirmeffectreferstothetendencyofsmallcapitalizationstockstooutperform
largecapitalizationstocks.Inandofitself,suchevidencewouldnotnecessarilyconstitute
evidenceofmarketinefficiency,becausemosttestsofsuch“anomalies“areinfactjoint
testsoftwoelements:(1)anassetpricingmodel(e.g.,theCAPMorAPT)whichreflects
therisk-returntradeoff;and(2)marketefficiency,inthesenseofpricesreflectingsome
setofinformation.Ifatestfailstoaccountforsuchanomalies,itcouldbeduetoeither(1)
amis-specifiedassetpricingmodel;or(2)marketinefficiency,orboth.
4.Studiesoftheefficientmarketshypothesissuggestthatadditionalfactorsaffecting
estimatesofexpectedreturnsincludefirmsize,theprice-earningsratio,andfinancial
leverage.Thesevariableshavebeenshowntohavepredictiveabilitywithrespectto
securityreturns.
5.CFAExamination11(1998)
5(a).APTvs.theCAPM
Arbitragepricingtheorydoesnotincludeanyofthefollowingthreeassumptions
incorporatedinthecapitalassetpricingmodel(CAPM):notedaspartsi,ii,andiii:
i.Investorutilityfunctionorquadraticutilityfunction.Capitalmarkettheoryassumes
investorswanttomaximizeutilityintermsofriskandreturnpreferences;maximum
returnperunitofriskorminimumriskperunitofreturn.FromtheMarkowitzmodel
forward,relevantriskhasbeenmeasuredbyvarianceofreturnsorstandarddeviation.
APTmakesnoassumptionsregardinginvestorpreferences;themultifactormodel
commonlyusedinAPTdoesnotincludeanyexponentshigherthan1.
ii.Normallydistributedreturns.Theprobabilitydistributionofexpectedreturnsofan
investmentandtheassociateddispersionorvariabilityofthosereturnsformthebasis
ofMarkowitzportfoliotheoryandtheCAPM.Normalorsymmetricallydistributed
securityreturnsenableestimationofavarianceterm.IntheCAPM,allinvestorshave
identicalestimatesfortheprobabilitydistributionsoffuturereturns(homogeneous
expectations).
APTdoesnotdescribeorspecifyorrequireanassumptionaboutsecurityreturn
distributionsofanykind.
Hi.Themarketportfolio.TheCAPMassumesthatpricing,valuation,risk,andreturnare
solelyfunctionsofanassefsrelationshiptoamarketportfolioofallriskyassets.In
practice,themarketportfolioisdifficulttospecify,soamistakenlyspecifiedmarket
portfoliomightresult.Rollcalledthismisspecification"benchmarkerror.^^
APTdoesnotconsiderorincludeanassumptionofamarketportfolio.APTis
predicatedonacommonsetofseveral(macroeconomic)factors.
5(b).ConceptualDifferencebetweenAPTandtheCAPM
Conceptually,inAPT,returnisafunctionofasetofcommonfactors.IntheCAPM,
returnisafunctionofamarketportfolioofallriskyassets.Thus,onedifferencebetween
APTandtheCAPMcanbedescribedbythefactthatAPTisamultifactormodelthat
attemptstocaptureseveralnon-marketinfluencesthatcausesecuritiesorassetstochange
inpricewhereastheCAPMisasingle-indexmodelthatassumessecuritiesorassets
changeinpricebecauseofacommonco-movementwithonemarketportfolioofallrisky
assets.
AnotherconceptualdifferencebetweenAPTandtheCAPMisthat,inapplicationofthe
theory,themarketportfolio(or"factor")requiredbytheCAPMisspecified.InAPT,the
commonfactorsarenotidentified,butthecommonfactorsinAPTareoftendescribedor
acceptedasincludinginflationorunanticipateddeflation;defaultrisk,government
corporatesecurityspread,riskpremiumsorinterestratespreads;changesintheterm
structureofinterestrates;changesinrealfinalsales,GDPgrowthorasimilarproxyfor
long-runprofitsonaneconomy-widebasis;majorpoliticalupheavals;andexchangerates.
AthirddifferencebetweenAPTandtheCAPMliesintheincorporationofsensitivity
coefficientstomeasureordescribetheriskofassetsorsecurities.APTincorporatesa
numberofsensitivitycoefficients.Thesecoefficientsdeterminehoweachindependent
variableormacroeconomicfactoraffectseachasset.Differentassetsareaffectedto
differentdegreesorextentsbythecommonfactors.IntheCAPM,theonlysensitivity
factorisbeta,anasset'ssensitivitytothechangesinthemarketportfolio(oftencalledan
asset's"systematicrisk").
6.Amarketfactorof1.2meansthemutualfundis1.2timesassensitiveasthemarket
portfolio,allotherfactorsheldequal.TheSMB("smallminusbig")factoristhereturnof
aportfolioofsmallcapitalizationstocksminusthereturntoaportfoliooflarge
capitalizationstocks.Avalueof-0.3indicatesthefundtendstoreactnegativelytosmall
capfactors;thusthefundisprimarilyinvestedinlargecapstocks.TheHML("high
minuslow")factoristhereturntoaportfolioofstockswithhighratiosofbook-to-market
valuelessthereturntoaportfoliooflowbook-to-marketreturns.Avalueof1.4indicates
thefundreactspositivelytothisfactor;thusthefundisweightedtowardhighvalue
stocks.
7.CFAExaminationffl(1990)
Thevalueofstockandbondscanbeviewedasthepresentvalueofexpectedfuturecash
flowsdiscountedatsomediscountratereflectingrisk.Anticipatedeconomicconditions
arealreadyincorporatedinreturns.Unanticipatedeconomicconditionsaffectreturns.
Industrialproduction.Industrialproductionisrelatedtocashflowsinthetraditional
discountedcashflowformula.Therelativeperformanceofaportfoliosensitiveto
unanticipatedchangesinindustrialproductionshouldmoveinthesamedirectionasthe
changeinthisfactor.Whenindustrialproductionturnsupordown,sotoosharesinthe
returnontheportfolio.Portfoliossensitivetounanticipatedchangesinindustrial
productionshouldbecompensatedfortheexposuretothiseconomicfactor.
InflaliorLInflationisreflectedinthediscounirate,whichgenerallyisasfollows:K=real
return+hedgeforinflation+riskpremium.Unexpectedinflationwillquicklybefactored
intokbythemarketasinvestorsattempttohedgethelossofpurchasingpower.Thus,the
discountratewouldmoveinthesamedirectionasthechangeininflation.
HighinflationcouldalsoaffectcashflowsintheDCFformula,buttheeffectwill
probablybemorethanoffsetbyhigherKsnominalcashflowgrowthratesdonotalways
matchexpectedinflationrates.Ifthegrowthinnominalcashflowslagstheinflationrate,
therelativeperformanceofaportfoliosensitivetorisinginflationshoulddeclineover
time.Investmentsinbondsaresubjecttosignificantadverseinflationeffects.Hence,
higherunanticipatedinflationwillnegativeaffectportfoliovalues.
RiskDremiaorqualityspreads.RiskpremiaaffectthemagnitudeoftheDCFdiscount
rate.Theriskpremiummeasurerepresentsinvestorattitudestowardrisk-bearingand
perceptionsaboutthegenerallevelofuncertainty.Whenthereturninlowversushigh
qualitybondswidens,thereislikelytobeanegativeimpactonthevaluesofstockand
bonds,particularlyforlowerqualitycompanies.Riskiercashflowsrequirehigher
discountrates,andwideningqualityspreadsoftensignalgreateruncertaintyaboutprofit
levelsanddebtservicerequirement.
Yieldcurveshifts.Yieldcurveshiftsaffectthediscounlidle.Ifaparallelupwardshift
occurs,itwouldmeaninvestorsarerequiringhigherreturntoholdallassets.Hence,with
highdiscountrates,portfoliovalueswouldfall.Ifthecurvebecomessteeper,longer
durationassets,suchaslong-termbondsandgrowthstocks,wouldbenegativelyaffected
morethanshorter-termassets.
8.Themacroeconomicapproachtoidentifyingthefactorsinamulti-factorassetpricing
modeltriestofindvariablesthatexplain,theunderlyingreasonsforvariationsinthecash
flowsandinvestmentreturnsovertime.Themicroeconomicapproachconcentratesonthe
characteristicsofthesecuritiesthemselves.
Conceptually,itispossibleforthetwoapproachestoleadtothesameestimatefor
expectedreturns.Practicallyspeaking,itisnotlikelythattheywill.Thetwosetsof
factors,whileprobablysignificantlycorrelated,arenotlikelytobeperfectlycorrelated,
leadingtodifferencesinestimates.
9.ThethreefactorsusedbyFamaandFrenchinheirmicroeconomicmodelaretheexcess
marketreturn;SMB("smallminusbig")-hedifferencebetweenthereturnstoaportfolio
ofsmallcapitalizationstocksandaportfoliooflargecapitalizationstocks;andHML
("highminuslow")-thedifferenceinreturnstoaportfolioofhighbook-to-marketvalue
stocksandlowbook-to-marketstocks.Thistypeofapproachfocusesonthevarious
characteristicsoftheunderlyingsecurities.Themacroeconomicapproach,asitsname
implies,concentratesonmoregeneral,economy-widevariablesthatcausevariationinthe
cashflowsandinvestmentreturns.
10.Multifactormodeltypicallyincludeamarketportfolioreturnasoneofthefactors.Thus
thecoefficientsontheotherfactorsinthemodelindicatethemarginalsensitivityof
returnstothosespecificfactors.Highervaluesindicategreatersensitivityofreturnsto
thatfactor.
Inamacroeconomic-basedmodelsuchastheonedevelopedbyChen,Roll,andRoss,
returnsonaparticularsecuritymightbemuchmoresensitivetothecreditspreadthanto
oneoftheothermacrovariables.Theinvestorcouldthenassesswhetherthatsecurityfit
hisparticularinvestmentprofile.
Likewise,amicroeconomic-basedmodelwouldidentifysensitivitytocertain
characteristics,suchassmallvs.largefirm,etc.Again,theinvestorcouldthenselect
securitiesbasedonthesensitivitiestothevariouscharacteristics.
11.
11(a).OnestudythatdoesnotsupporttheAPTisthatofReinganumonthesmall-firmeffect.
ReinganumhypothesizedthatiftheAPTwereasuperiortheorytoCAPM,theAPT
wouldexplainthesmall-firmeffectwheretheCAPMcouldnot.However,hisresultsdid
notsupportthathypothesis.Thesmall-firmportfoliostillhadsignificantpositiveexcess
returns,whilethelargefirmportfoliohadsignificantnegativeexcessreturns.
AstudythatsupportstheAPTisthatofCho,Elton,andGruber.Theirstudytendedto
supportthebasiccontentionoftheAPTthatfactorsotherthanthemarketportfolioaffect
securityreturns.
11(b).Shanken'scontentionthattheAPTisnottestableisinessencethattheAPTisnot
falsifiable.Ifatestfindsthatreturnsarenotexplainedbyaparticularsetoffactors,thatis
nottakenasevidencethattheAPTisincorrect,butthattheparticularsetoffactorsis
wrong.Ontheotherhand,ifastudyfindsthatsomeothersetoffactorsdoesexplain
returns,thatistakenasevidenceiffavoroftheAPT.TheAPTgivesnoguidanceasto
thepropersetoffactors,sointhatsenseitcannotbefalsified.
DybvigandRosscounterthisargumentbystatingthatthePTistestableasanequality,
ratherthanthe"empiricalAPT"ofShanken.
12.CFAExamIII(1986)
12(a).ThebasicCapitalAssetPricingModel(CAPM)assumesthatinvestorscareonlyabout
portfolioriskandexpectedreturn;i.e.,theyareriskaverse.Fromthisassumptioncomes
theconclusionthataportfolio'sexpectedreturnwillberelatedtoonlyoneattribute-its
beta(sensitivity)relativetothebroadlybasedmarketportfolio.
ArbitragePriceTheory(APT)takesadifferentapproach:itisnotmuchconcernedabout
investorpreferences,anditassumesthatreturnsaregeneratedbyamulti-factormodel.
APTreflectsthefactthatseveralmajor(systematic)economicfactorsmayaffectagiven
assetinvaryingdegrees.Further,unliketheCAPM,whosesinglefactorisunchanging,
APTrecognizesthatthesekeyfactorscanchangeovertime(ascaninvestorpreferences).
Summarizing,APT1)identifiesseveralkeysystematicmacroeconomicfactorsaspartof
theprocessthatgeneratessecurityreturnsvs.onlyonefactorrecognizedbytheCAPM,2)
recognizesthatthesekeyfactorscanchangeovertime,whereastheCAPM'ssinglefactor
isunchanging,3)makesfewerassumptionsaboutinvestorpreferencesthantheCAPM,
and4)recognizesthatthesepreferencescanchangeovertime.
12(b).ThefoursystematicfactorsidentifiedbyRollandRossareunanticipatedchangesin:1)
inflation,2)industrialproduction,3)riskpremiums,and4)theslopeofthetermstructure
ofinterestrates.
TheAPTassertsthatanasset9sriskinessand,hence,theaveragelong-termreturn,is
directlyrelatedtoitssensitivitiesinunanticipatedchangesinthesefoureconomic
variables.Thisrelationshipmaybeexpressedinequationformasfollows:
Ri=Ro+biiFi+卜2F2+...+binFn
Thismeansthereturn(Ri)thatacertainasset(i)willproduceisacombinationofsome
"base"return(Ro)plusreturnsoccasionedbytheinfluencesorsensitivities(bn)ofsome
systematicexternalfactors(Fn).
13.CFAExaminationII(2001)
StatewhetherIndicate,foreachincorrect
ArgumentArgumentisCorrectorargument,whytheargumentis
Incorrectincorrect
a.Boththe
CAPMandAPTCAPMrequiresthemean-variance
requireameanIncorrectportfoliobutAPTdoesnot.
varianceefficient
marketportfolio.
b.Neitherthe
CAPMnorAPTCAPMassumesnormally
assumesnormallyIncorrectdistributedsecurityreturns,but
distributedAPTdoesnot.
returns.
c.TheCAPM
assumesthatone
specificfactorCorrect
explainssecurity
returns,butAPT
doesnot.
CHAPTER9
AnswerstoProblems
1.
1(a).IngeneralfortheAPT,E(Rq)=Xo+Xibqi+九2bq2
ForsecurityJ:
E(Rj)=0.05+0.02x0.80+0.04x1.40
=0.05+0.016+0.056
=.1220or12.20%
ForSecurityL:
E(RL)=0.05+0.02x1.60+0.04x2.25
=0.05+0.032+0.09
=.172or17.20%
1(b).Totalreturn=dividendyield+capitalgainyield
ForsecurityJ,thedividendyieldis$0.75/$22.50=().033or3.33%
ForsecurityL,thedividendyieldis$0.75/$15.00=().05or5%
ForsecurityJ,theexpectedcapitalgainistherefore12.20%-3.33%=8.87%
ForsecurityLtheexpectedcapitalgainistherefore17.20%-5.00%=12.20%
Therefore:
TheexpectedpriceforsecurityJis$22.50x(1.0887)=$25.50
TheexpectedpriceforsecurityLis$15.00x(1.1220)=$16.83
2.
2(a).For1981-2000:
RINTC=0.615x9.09-0.64x(-1.1)-1.476x4.48
=5.59+0.704-6.61
=-0.32%
RJPM=1.366x9.09-0.387x(-1.1)+0.577x4.48
=12.41+0.43+2.59
=15.43%
RWFMI=1.928x9.09+0.817x(-l.l)+1.684x4.48
=17.53-0.90+7.55
=24.18%
For1928-2000:
RINTC=0.615x7.02-0.64x3.09-1.476x4.39
=4.32-1.98-6.48
=-4.14%
RJPM=1.366x7.02-0.387x3.09+0.577x4.39
=9.59-1.20+2.53
=10.92%
RWFMI=1.928x7.02+0.817x3.09+1.684x4.39
=13.53+2.52+18.66
=34.71%
2(b).TheexcessreturnonIntel(INTC)inthe1981-2000periodseemsreasonable,inthatitis
veryclosetozero.INTC'sexcessreturninthe1928-2000periodisunusualinthatitis
negative.TheexcessreturnsofJ.P.Morgan(JPM)andWholeFoods(WFMI)appearto
beextremelylarge.Thisispartlyduetothefactthatweareusingout-of-samplenumbers
todotheestimating.Thatis,theregressionswereestimatedusing1996-2000data,but
theestimatesweremadeusingdatafrommuchlongerperiods.
2(c).No,wewouldn'texpectthefactorbetastoremainconstantovertime.Thesensitivityofa
particularcompany'sreturntoaspecificfactorwillchangeasthecharacterofthefirm
changes.Forinstance,growthcompaniesdon'tremaingrowthcompaniesforever,but
tendtomature.Thustheirfactorbetaswouldchangetoreflecttheslowdowningrowth
butincreasedstabilityofearnings.
3(a).RQRS=4.5+7.5x1.24
=4.5+6.825
=13.8%
RTUV=4.5+7.5x0.91
=4.5+6.825
=11.325%
RWXY=4.5+7.5x1.03
=4.5+7.725
=12.225%
3(b).RQRS=4.5+7.5x1.24+(-0.3)x(-0.42)+0.6x().()0
=4.5+9.30+0.126+0.0()
=13.926%
RTUV=4.5+7.5x0.91+(0.3)x(0.54)+0.6x0.23
=4.5+6.825-0.162+0.138
=11.301%
RWXY=4.5+7.5x1.03+(-0.3)x(-0.09)+).6x0.00
=4.5+7.725+0.027+().0()
=12.252%
3(c).Assumingthatthefactorloadingsaresignificantthethreefactormodelshouldbemore
usefultotheextentthatthenon-marketfactorspickupmovementsinreturnsnot
capturedbythemarketreturn.
3(d).BecausethefactorloadingsonMACRO2arezerofortwoofthestocks,itappearsthat
MACRO2isnotasystematicfactor,i.e.,onethatgenerallyaffectsallstocks.Itmay
representindustry-orfirm-specificfactors.
4(a).E(RD)=5.0+1.2xXi+3.4x九2=13.1%
E(RE)=5.0+2.6xZi+2.6x九2=15.4%
SolvingthesecondequationforQintermsof九2,weget:
Q=[(10.4—2.6)/2.6]入2
Substitutingthatintothefirstequation:
1.2f(10.4-2.6)/2.6]x九2+3.4xX2=8.1
Solvingfor九2,wefind九2=1.5.Usingthisvaluewecandeterminefromeitherequation
thatXiisequalto2.5.
4(b).Becauseneitherstockpaysadividend,thetotalreturnisallduetopriceappreciation.
ThereforeforstockD:
Pox(1.131)=$55
Po=$55/1.131
=$48.63
AndforstockE:
Pox(1.154)=$36
Po=$36/1.154
=$31,20
4(c).Frompart(a),theriskpremiumforfactor1was2.5%.Thenewriskfactoristhus2.5%+
0.25%,or2.75%.Thenewexpectedreturnsare:
E(RD)=5.0+(1.2X2.75)+(3.4X1.5)
=5.0+33+5.1
=13.4%
E(RE)=5.0+(2.6X2.75)+(2.6xl.5)
=5.0+7.15+3.9
=16.05%
4(d).D:PDO(1+0.134)=$55
PDO=$55/1.134
PDO=$48.50
E:PEO(1+.1605)=$36
PEO=$36/(1.1605)
PEO=$31.02
5(a).Becausenostockpaysadividend,allreturnisduetopriceappreciation.
E(RA)=1.1x0.04+0.8x0.02
=0.044+0.016
=0.06or6%
E(PriceA)=$30(1.06)=$31.80
E(RB)=0.7x0.04+0.6x0.02
=0.28+.012
=0.04or4%
E(PriceB)=$30(1.04)=$31.20
E(Rc)=0.3x0.04+0.4x0.02
=0.12+0.008
=0.02or2%
E(PriceC)=$30(1.02)=$30.60
5(b).Inordertocreatearisklessarbitrageinvestment,aninvestorwouldshort1shareodA
andoneshareofC,andbuy2sharesofB.TheweightsofthisportfolioareWA=-0.5,
WB=+1.0,andWC=-0.5.Thenetinvestmentis:
Short1shareA=+$30
Buy2sharesB=-$60
Short1shareC=+$30
Netinvestment=$0
Theriskexposureis:
RiskExposureFactor1Factor2
A(-0.5)xl.l(-0.5)x().8
B(+1.0)x0.7(+1.0)x0.6
c(-().5)x().3(-0.5)x0.4
NetRiskExposure00
Attheendoftheperiodtheprofitisgivenby:
Profit=($30-$31.50)+2x($35-30)+($30-$30.50)
=-$1.50+$10-$0.50
=$8
6(a)
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