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1、*AccuracyandForecastStandardErrorofPredictionMarketsJoyceBerg,ForrestNelsonandThomasRietzDepartmentsofAccounting,EconomicsandFinanceHenryB.TippieCollegeofBusinessAdministrationUniversityofIowaWorkingDraftJuly2003*Formanyhelpfulcommentsandsuggestions,wetha
2、nkBobForsythe,GeorgeNeumann,GeneSavin,ToniWhitedandparticipantsintheDepartmentofFinanceSeminarattheUniversityofIowaTippieCollegeofBusiness.AccuracyandForecastStandardErrorofPredictionMarketsAbstract“Predictionmarkets”aredesignedspecificallytoforecastevent
3、s.Thoughsuchmarketshavebeenconducedformorethanadecade,todatethereisnoanalysisoftheirlong-runpredictiveproperties.Weprovidethefirstsystematicevidenceonthelong-runpredictivepowerofthesemarketsbystudyingexpostaccuracyandmeansofmeasuringexanteforecaststandard
4、errors.Expost,predictionmarketsproveaccurateatlongandshortforecastinghorizons,inabsolutetermsandrelativetonaturalalternativeforecasts.Weuseefficientmarketstheoryandsomespecialpropertiesofthemarketstodevelopforecaststandarderrors.Bothtimeseriesandinter-mar
5、ketpricingrelationshipssuggestthatmarketsgenerateefficientrandomwalksinprices.Thus,randomwalkprojectionsgeneratereasonableconfidenceintervals.Theseconfidenceintervalsdifferdramaticallyfrommarginsoferrorquotedinpolls.Wearguethisisreasonablebecausepollsdono
6、tattemptto,norcantheybeexpectedto,measurethedegreeofuncertaintyabouttheeventualelectionoutcomeconditionalontheirownresults.Incontrast,themarketsincorporatethisuncertaintybydesign.AccuracyandForecastStandardErrorofPredictionMarkets“Predictionmarkets”aredes
7、ignedandconductedfortheprimarypurposeofaggregatinginformationsothatmarketpricesforecastfutureevents.Thesemarketsdifferfromtypical,naturallyoccurringmarketsintheirprimaryroleasaforecastingtoolinsteadofaresourceallocationmechanism.Forexample,since1988,facul
8、tyattheHenryB.TippieCollegeofBusinessattheUniversityofIowahavebeenrunningmarketsthroughthe1IowaElectronicMarkets(IEM)projectthataredesignedtopredictelectionoutcomes.Theserepresentthelongestrunningsetofpredictionmark