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2
.
QuantitativeMethods
Q-1.
Thevalueinsixyearsof$75,000investedtodayatastatedannualinterestrateof7%
compoundedquarterlyisclosestto:
A.$112,555.
B.$113,330.
C.$113,733.
Q-2.
Thepresentvalue(PV)ofaninvestmentwiththefollowingyear-endcashflows(CF)
anda12%requiredannualrateofreturnisclosestto:
Year
CashFlow(€)
100,000
1
2
5
150,000
–10,000
A.€201,747.
B.€203,191.
C.€227,573.
Q-3.
Aninvestmentpays€300annuallyforfiveyears,withthefirstpaymentoccurring
today.Thepresentvalue(PV)oftheinvestmentdiscountedata4%annualrateis
closestto:
A.€1,336.
B.€1,389.
C.€1,625.
Q-4.
Whichofthefollowinggroupsbestillustratesapopulation?
A.The500companiesintheS&P500Index.
B.TheNYSE-listedstocksintheDowJonesIndustrialAverage.
C.TheLehmanAggregateBondIndexasarepresentationoftheUSbondmarket.
Q-5.
Amutualfundhasthereturnfrequencydistributionshowninthefollowingtable.
ReturnInterval(%)
AbsoluteFrequency
–10.0to–7.0
–7.0to–4.0
–4.0to–1.0
–1.0to+2.0
+2.0to+5.0
3
7
10
12
23
1
-9
+5.0to+8.0
5
Whichofthefollowingstatementsiscorrect?
A.Therelativefrequencyoftheinterval“–1.0to+2.0”is20%.
B.Therelativefrequencyoftheinterval“+2.0to+5.0”is23%.
C.Thecumulativerelativefrequencyoftheinterval“+5.0to+8.0”is91.7%.
Q-6.
Thereturnsofafundareasfollows:
Year
1
Return(%)
?20.60
15.00
0.50
2
3
4
9.80
5
4.60
Themeanabsolutedeviation(MAD)ofreturnsforthefundisclosestto:
A.13.69%.
B.9.53%.
C.11.91%.
Q-7.
Forapositivelyskewedunimodaldistribution,whichofthefollowingmeasuresismost
accuratelydescribedasthelargest?
A.Median.
B.Mean.
C.Mode.
Q-8.
Whenanalyzinginvestmentreturns,whichofthefollowingstatementsiscorrect?
A.Thegeometricmeanwillexceedthearithmeticmeanforaserieswithnon-zerovariance.
B.Thegeometricmeanmeasuresaninvestment’scompoundrateofgrowthovermultiple
periods.
C.Thearithmeticmeanaccuratelyestimatesaninvestment’sterminalvalueovermultiple
periods.
Q-9.
TheprobabilityofEventAis40%.TheprobabilityofEventBis60%.Thejoint
probabilityofABis40%.Theprobability(P)thatAorBoccurs,orbothoccur,isclosest
to:
A.40%.
B.84%.
C.60%.
2
-9
Q-10.
Whichofthefollowingcorrelationcoefficientsindicatestheweakestlinearrelationship
betweentwovariables?
A.-0.67.
B.-0.24.
C.0.33.
Q-11.
Afirmwillselecttwooffourvicepresidentstobeaddedtotheinvestmentcommittee.
Howmanydifferentgroupsoftwoarepossible?
A.6.
B.12.
C.24.
Q-12.
Asampleof25observationshasameanof8andastandarddeviationof15.The
standarderrorofthesamplemeanisclosestto:
A.1.60.
B.3.00.
C.3.06.
Q-13.
Althoughheknowssecurityreturnsarenotindependent,acolleaguemakestheclaim
thatbecauseofthecentrallimittheorem,ifwediversifyacrossalargenumberof
investments,theportfoliostandarddeviationwilleventuallyapproachzeroas
becomeslarge.Ishecorrect?
n
A.Yes.
B.No.
C.Notenoughinformationprovidedtoanswer.
Q-14.
Supposewetakearandomsampleof30companiesinanindustrywith200companies.
Wecalculatethesamplemeanoftheratioofcashflowtototaldebtfortheprioryear.
Wefindthatthisratiois23percent.Subsequently,welearnthatthepopulationcash
flowtototaldebtratio(takingaccountofall200companies)is26percent.Whatisthe
explanationforthediscrepancybetweenthesamplemeanof23percentandthe
populationmeanof26percent?
A.Samplingerror.
B.Bias.
C.Alackofconsistency.
Q-15.
A
small-capgrowthfund’smonthlyreturnsforthepast36monthshavebeen
3
-9
consistentlyoutperformingitsbenchmark.Ananalystisdeterminingwhetherthe
standarddeviationofmonthlyreturnsisgreaterthan6%.Whichofthefollowingbest
describesthehypothesistobetested?
A.H0:σ2≤0.36%
B.Ha:σ2>6%
C.H0:σ2≥0.36%
Q-16.
Willcoisamanufacturerinamaturecyclicalindustry.Duringthemostrecentindustry
cycle,itsnetincomeaveraged$30millionperyearwithastandarddeviationof$10
million(n=6observations).ManagementclaimsthatWillco’sperformanceduringthe
mostrecentcycleresultsfromnewapproachesandthatwecandismissprofitability
expectationsbasedonitsaverageornormalizedearningsof$24millionperyearin
priorcycles.Determinewhetherornottorejectthenullhypothesisatthe0.05
significancelevelinanone-tailedtest.
A.Rejectthenullhypothesis.
B.Donotrejectthenullhypothesis.
C.Notenoughinformationprovidedtoanswer.
Q-17.
Whichofthefollowingrepresentsacorrectstatementaboutthep-value?
A.Thep-valueofferslesspreciseinformationthandoestherejectionpointsapproach.
B.Alargerp-valueprovidesstrongerevidenceinsupportofthealternativehypothesis.
C.
A
p-valuelessthanthespecifiedlevelofsignificanceleadstorejectionofthenull
hypothesis.
Q-18.
Inwhichofthefollowingsituationswouldanon-parametrictestofahypothesismost
likelybeused?
4
-9
A.Thesampledataarerankedaccordingtomagnitude.
B.Thesampledatacomefromanormallydistributedpopulation.
C.Thetestvaliditydependsonmanyassumptionsaboutthenatureofthepopulation.
2
.
QuantitativeMethods
Q-1.
Solution:C.
Asshowninthefollowing(whereFVisfuturevalueandPVispresentvalue):
FV=PV(1+rs/m)mN
FV6=$75,000(1+0.07/4)(4×6)
FV6=$113,733.21.
Quantitativemethod,Timevalueofmoney,EAR
Q-2.
Solution:B.
Asshowninthefollowingtable.
Year
CashFlow(€)
100,000
FormulaCF×(1+r)t
100,000(1.12)–1
150,000(1.12)–2
–10,000(1.12)–5
PVatYear0
89,285.71
119,579.08
–5,674.27
1
2
5
150,000
–10,000
2
03,190.52
Quantitativemethod,Timevalueofmoney,Annuity
Q-3.
Solution:B.
Asshowninthefollowingcalculationforanannuity(A)due:
BGN:PMT=300,N=5,I/Y=4,FV=0,CPTPV=-€1,388.97,or≈-€1,389.
Quantitativemethod,Timevalueofmoney,Annuity
Q-4.
Solution:A.
Apopulationisdefinedasallmembersofaspecifiedgroup.TheS&P500Indexconsistsof500
companies,sothisgroupisthepopulationofcompaniesintheindex.
BisincorrectbecausethereareseveralDowJonescomponentstocksthatarenottradedonthe
NYSE,makingtheNYSEgroupasubsetofthetotalpopulationofstocksincludedintheDow
Jonesaverage.
CisincorrectbecausealthoughtheLehmanAggregateBondIndexisrepresentativeoftheUS
bondmarket,itisasamplingofbondsinthatmarketandnottheentirepopulationofbondsin
thatmarket.
5
-9
Quantitativemethod,StatisticalConceptsandMarketReturns,Measurementscales
Q-5.
Solution:A.
Therelativefrequencyistheabsolutefrequencyofeachintervaldividedbythetotalnumberof
observations.Here,therelativefrequencyiscalculatedas:12/60=20%.
Bisincorrectbecausetherelativefrequencyofthisintervalis23/60=38.33%.
Cisincorrectbecausethecumulativerelativefrequencyofthelastintervalmustequal100%.
Quantitativemethod,StatisticalConceptsandMarketReturns,Measuresofcentraltendency
Q-6.
Solution:B.
Themeanabsolutedeviation(MAD)forasampleiscalculatedasfollows:
Mean:=(?20.60%+15.00%+0.50%+9.80%+4.60%)/5=1.86%
DeviationsfromMean
AbsoluteDeviation(%)
|
|
|
|
|
?20.60%?1.86%|
15.00%?1.86%|
0.50%?1.86%|
9.80%?1.86%|
4.60%?1.86%|
22.46
13.14
1.36
7.94
2.74
Total
47.64
9.53
MAD=47.64/5
Cisincorrect.Itusestheterm“n–1”inthedenominatoroftheformulaofMAD:47.64%/(5-1)=
11.91%
Aisincorrect.Itisthesamplestandarddeviation{[(?20.60%?1.86%)2+(15.00%?1.86%)2+
(0.50%?1.86%)2+(9.80%?1.86%)2+(4.60%?1.86%)2]/(5-1)}0.5=13.69%.
QuantitativeMethod,StatisticalConceptsandMarketReturns,Absolutedispersion
Q-7.
Solution:B.
Forapositivelyskewedunimodaldistribution,themodeislessthanthemedian,whichisless
thanthemean.
Aisincorrect.Forthepositivelyskewedunimodaldistribution,themodeislessthanthemedian,
whichislessthanthemean.
Cisincorrect.Forthepositivelyskewedunimodaldistribution,themodeislessthanthemedian,
whichislessthanthemean.
6
-9
QuantitativeMethod,StatisticalConceptsandMarketReturns,Measuresofcentraltendency
Q-8.
Solution:B.
Thegeometricmeancompoundstheperiodicreturnsofeveryperiod,givingtheinvestoramore
accuratemeasureoftheterminalvalueofaninvestment.
QuantitativeMethod,StatisticalConceptsandMarketReturns,Measuresofcentraltendency
Q-9.
Solution:C.
P(AorB)=P(A)+P(B)?P(AB)=0.40+0.60?0.40=0.60or60%.
Aisincorrectbecauseitusesonlythejointprobabilityof40%=(0.60×0.40).
Bisincorrect;itisobtainedbyadding0.60and0.24toget0.84.
QuantitativeMethod,StatisticalConceptsandMarketReturns,Calculationrulesforprobabilities
Q-10.
Solution:B.
Correlationsnear+1exhibitstrongpositivelinearity,whereascorrelationsnear-1exhibitstrong
negativelinearity.Acorrelationof0indicatesanabsenceofanylinearrelationshipbetweenthe
variables.Thecloserthecorrelationisto0,theweakerthelinearrelationship.
QuantitativeMethod,StatisticalConceptsandMarketReturns,Factorial
Permutation
&
Combination
&
Q-11.
Solution:A.
Theanswerisfoundusingthecombinationformula
nCr=n!/(n-r)!r!
Here,n=4andr=2,sotheansweris4!/[(4-2)!2!]=24/[(2)×(2)]=6.Thisresultcanbeverified
byassumingtherearefourvicepresidents,VP-VP.Thesixpossibleadditionstotheinvestment
1
4
committeeareVP1andVP2,VP1andVP3,VP1andVP4,VP2andVP3,VP2andVP4,andVP3andVP4.
QuantitativeMethod,StatisticalConceptsandMarketReturns,Factorial
Permutation
&
Combination&
Q-12.
Solution:B.
Thestandarderrorofthesamplemean,whenthesamplestandarddeviationisknown,is:
7
-9
15?√25=3.00
Inthiscase,S
=
??
Aisincorrectandiscalculatedbydividing8bythesquarerootof25.
Cisincorrectandiscalculatedbydividing15bythesquarerootof24.
QuantitativeMethod,StatisticalConceptsandMarketReturns,Centrallimittheory
Q-13.
Solution:B.
Firsttheconclusiononthelimitofzeroiswrong;second,thesupportcitedfordrawingthe
conclusion(i.e.,thecentrallimittheorem)isnotrelevantinthiscontext.
QuantitativeMethod,StatisticalConceptsandMarketReturns,Centrallimittheory
Q-14.
Solution:A.
Thediscrepancyarisesfromsamplingerror.Samplingerrorexistswheneveronefailstoobserve
everyelementofthepopulation,becauseasamplestatisticcanvaryfromsampletosample.As
statedinthereading,thesamplemeanisanunbiasedestimator,aconsistentestimator,andan
efficientestimatorofthepopulationmean.Althoughthesamplemeanisanunbiasedestimator
ofthepopulationmean—theexpectedvalueofthesamplemeanequalsthepopulation
mean—becauseofsamplingerror,wedonotexpectthesamplemeantoexactlyequalthe
populationmeaninanyonesamplewemaytake.
QuantitativeMethod,StatisticalConceptsandMarketReturns,Biases
Q-15.
Solution:A.
Thisisaone-tailedhypothesistestingwitha“greaterthan
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