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IndeterminacyandSunspotsinMacroeconomics
TuesdaySeptember5th:Lecture4Gerzensee,September2017
©RogerE.A.FarmerWarwickUniversityandNIESR
TopicsforLecture4
• ChoiceUnderUncertainty• Von-NeumannMorgensternPreferences• RiskandIntertemporalSubstitution• ContingentcommoditiesvsArrowsecurities
(c)RogerE.A.Farmer,GerzenseeLectures9/3/17 2
Reading
(c)RogerE.A.Farmer,GerzenseeLectures
• Farmer,TheMacroeconomicsofSelf-FulfillingProphecies[Chapter9]
9/3/17 3
Time,StatesofNatureandGeography
9/3/17 (c)RogerE.A.Farmer,GerzenseeLectures 4
InfiniteGEtheoryutilityisdefinedovertheconsumptionset,𝑋
Householdsmaxautilityfunction,𝑢#(𝑥): 𝑋 ≡ 𝑅*ℓ → 𝑅
Debreupointedthatanelementof𝑥 canbeindexedbydate,stateofnatureandlocation.
Forexample,anappleisnotjustanapple.Itmightbe,forexample,anappleinNewYorkcityonJuly5th 2025ifitrains.
Example
9/3/17 (c)RogerE.A.Farmer,GerzenseeLectures 5
Twodates;1 and2.
Twostatesofnature;𝛼 and𝛽
ℓ = 2 commoditiesateachdate,𝑥 and𝑦
Inthisexampleutilityisdefinedoversixobjects
𝑢# = 𝑢# 𝑥3, 𝑦3, 𝑥5 𝛼 , 𝑥5 𝛽 , 𝑦5 𝛼 , 𝑦5 𝛽
DatesandStates
9/3/17 (c)RogerE.A.Farmer,GerzenseeLectures 6
Period1 Period2 Period3 Period4
𝛼, 𝛼, 𝛼
𝛼, 𝛽, 𝛼𝛼, 𝛼, 𝛽
𝛼, 𝛽, 𝛽
𝛽, 𝛼, 𝛼
𝛽, 𝛼, 𝛽
𝛽, 𝛽, 𝛼
𝛽, 𝛽, 𝛽
𝛼𝛼
𝛼
𝛼
𝛼
𝛼
𝛼
𝛽
𝛽
𝛽
𝛽
𝛽
𝛽
𝛽
PuttingStructureonUtility
(c)RogerE.A.Farmer,GerzenseeLectures
Von-NeumannandMorgenstern,InTheoryofGamesandEconomicBehavior,askedhowconsumerswouldchoosegamblesoverascalar;moneyincome
Theiraxiomswerelaterextendedtochoiceovervectors.
9/3/17 7
Lotteries
(c)RogerE.A.Farmer,GerzenseeLectures
Alottery,𝐿,isarandomvariabledefinedovertheconsumptionset𝑋.
Forexample,𝐿 mightbeagambleinwhichyoureceive𝑥3 withprobability𝑝 and𝑥5 withprobability1 − 𝑝where𝑥3 and𝑥5 areelementsof𝑋.
9/3/17 8
TheVNMAxioms:
(c)RogerE.A.Farmer,GerzenseeLectures
Axiom1: Completeness
Foranytwolotteries𝐿 and𝑀
Either,𝐿 ≻ 𝑀 Or,𝐿 ≻ 𝑀Or,𝐿 ∼ 𝑀
Where≻means“ispreferredto”And∼means“isequivalentto“Also≽means“isatleastasgoodas”
9/3/17 9
TheVNMAxioms:
(c)RogerE.A.Farmer,GerzenseeLectures
Axiom2: Transitivity
Foranythreelotteries𝐿,𝑀 and 𝑁
If,𝐿 ≽ 𝑀 and𝑀 ≽ 𝑁then𝐿 ≽ 𝑁
9/3/17 10
TheVNMAxioms:
(c)RogerE.A.Farmer,GerzenseeLectures
Axiom3: Continuity
Foranythreelotteries𝐿,𝑀 and 𝑁
If,𝐿 ≽ 𝑀 ≽ 𝑁 thenthereisarealnumber𝑝 ∈ 0,1suchthat𝑝𝐿 + 1 − 𝑝 𝑁 ∼ 𝑀
9/3/17 11
TheVNMAxioms:
(c)RogerE.A.Farmer,GerzenseeLectures
Axiom4: IndependenceofIrrelevantAlternatives
Foranythreelotteries𝐿,𝑀 and 𝑁
If,𝐿 ≺ 𝑀 thenforany𝑀 andany𝑝 ∈ 0,1
𝑝𝐿 + 1 − 𝑝 𝑁 ≺ 𝑝𝑀 + 1 − 𝑝 𝑁
9/3/17 12
TheVNMAxioms:
(c)RogerE.A.Farmer,GerzenseeLectures
Axiom5: ReductionofCompoundLotteries
Forany𝑍,𝑊 andany 𝑝, 𝑞, 𝑟 ∈(0,1]suchthat𝑟𝑞 = 𝑝andanylottery
𝑋 = 𝑞𝑍 + 1 − 𝑞 𝑊
𝑝𝑍 + 1 − 𝑝 𝑊 ∼ 𝑟𝑋 + 1 − 𝑟 𝑊
9/3/17 13
TheExpectedUtilityTheorem
9/3/17 (c)RogerE.A.Farmer,GerzenseeLectures 14
Theorem:(ExpectedUtility)
Ifaxioms1-4hold,thereexistsafunction𝑢 thatassignsarealnumber𝑢 𝑥 toall𝑥 ∈ 𝑋suchthatalottery𝐿 ≡ 𝑝𝑥3 +1 − 𝑝 𝑥5 ispreferredtoalottery𝑀 ≡ 𝑞𝑥3 + 1 − 𝑞 𝑥5 ifandonlyif𝐸 𝑢 𝐿 > 𝐸 𝑢 𝑀 .
Here
𝐸 𝑢 𝐿 ≡ 𝑝𝑢 𝑥3 + 1 − 𝑝 𝑢(𝑥5)
DoTheseAxiomsMakeSense?
9/3/17 (c)RogerE.A.Farmer,GerzenseeLectures 15
Maybe:buttherearemanyobservedviolationsinexperiments.
Importantly:eveniftheaxiomsmakesenseforgamblesoverscalars,theymaynotmakesenseforgamblesovervectors
IfweadoptDebreu’sdefinitionofutility,noviolationofrationalitycaneverbeobserved:Canyouexplainwhy?
ExpectedUtilityinMacroeconomics
9/3/17 (c)RogerE.A.Farmer,GerzenseeLectures 16
TheVNMaxiomswereformulatedforgamblesofascalar:‘money’
Macroeconomistsdefineexpectedutilityoveraninfinitesequence.
Define𝐶K ≡ 𝐶3, 𝐶5, 𝐶L, … , 𝐶K
ThenmacroeconomistsassumethatthereexistsarepresentativepersonwhomaximizestheexpectedvalueofaVNMutilityfunction
𝐸[𝑈] ≡ 𝐸3[𝑢 𝐶K ]
ExpectedUtilityinMacroeconomics
9/3/17 (c)RogerE.A.Farmer,GerzenseeLectures 17
Supposethatuncertaintylivesonatree
Define𝑆K = {𝑆3, 𝑆5, 𝑆L, … 𝑆K}
𝑆K iscalledahistory Itisarandomsequence.
Iftherearetwopossibleeventseveryperiodthen𝑆3and𝑆3haveoneelement,𝑆5 and𝑆5 havetwoelements,𝑆L and𝑆L havefourelements,ansoon.
𝑆L isthesetofthingsthatcanhappenatdate3𝑆L isthesetofpathsbywhichamelementof𝑆L canbearrivedat.Itisabranchofthetree.
ExpectedUtilityinMacroeconomics
9/3/17 (c)RogerE.A.Farmer,GerzenseeLectures 18
Everyrealizationofconsumptionatdate𝑡 isafunctionthatmapsfromthesequence 𝑆K toarealizationof𝐶K
𝑈 ≡ 𝑢 𝐶3, 𝐶5 𝑆5 , 𝐶L 𝑆L , …𝐶K(𝑆K )Here,
𝑢 𝐶3, 𝐶5 𝑆5 , 𝐶L 𝑆L , …𝐶K(𝑆K )
isaVon-NeumanMorgensternutilityfunction
Whenpeoplehaveinfinitehorizons,thisbecomes
𝑈V = 𝐸3{𝑢 𝐶3, 𝐶5 𝑆5 , 𝐶L 𝑆L , … )}
ExpectedUtilityinMacroeconomics
9/3/17 (c)RogerE.A.Farmer,GerzenseeLectures 19
Underexpectedutilitytheory,utilityislinearinprobabilities
𝑈K = 𝐸3 𝑢 𝐶3, 𝐶5 𝑆5 , 𝐶L 𝑆L , …𝐶K(𝑆K }
= W 𝜋#𝑢 𝐶3, 𝐶5 𝑆#5 , 𝐶L 𝑆#L , … , 𝐶K 𝑆#K�
#∈Z
ExpectedUtilityinMacroeconomics
9/3/17 (c)RogerE.A.Farmer,GerzenseeLectures 20
Macroeconomistsalsotypicallyassumethat𝑈 istimeseparable andthatpeoplediscountthefuturewithaconstantdiscountfactor𝛽 ∈ 0,1
𝑈 = 𝐸3 W𝛽K[3𝑣 𝐶K
V
K]3
Theseareverystrongassumptions
RiskAversionandIntertemporalSubstitution
9/3/17 (c)RogerE.A.Farmer,GerzenseeLectures 21
Riskaversionistheamountyouwouldbewillingtopaytoreceivethemeanofalotteryasopposedtothelotteryitself.Itmeasuresaversiontochangesinconsumptionacrossstates
Whenpreferencesarestateandtimeseparable,riskaversion ismeasuredbythecurvatureof𝑣(𝑥)
𝜌(𝑥) =𝑥𝑣__(𝑥)𝑣_(`)
iscalledtheArrow-Pratt measureofrelativeriskaversion
Riskaversionandintertemporalsubstitution
9/3/17 (c)RogerE.A.Farmer,GerzenseeLectures 22
Intertemporalsubstitutionisthechangeinyourintertemporalconsumptionbundleforagivenchangeintheinterestrate.
Itmeasuresaversiontochangesinconsumptionovertime.
Whenpreferencesarestateandtimeseparable,theintertemporalelasticityofsubstitutionistheinverseoftheArrowPrattmeasureofriskaversion
IntertemporalSubstitution(ITS)
9/3/17 (c)RogerE.A.Farmer,GerzenseeLectures 23
Anoptimizingconsumer(withnouncertainty)wouldchoose
𝑣_ 𝐶K*3𝑣_ 𝐶K
= 𝛽𝑅KWhere𝑅K istherealinterestfactorbetweendates𝑡 and𝑡 + 1.Holdingconstant𝐶KtheITS,𝜂 isdefinedas
𝜂 𝑥 ≡𝑑𝑙𝑜𝑔 𝑥𝑑𝑙𝑜𝑔 𝑅K
≡𝑑𝑙𝑜𝑔 𝑥
𝑑𝑙𝑜𝑔 𝑣_ 𝑥≡𝑣__ 𝑥𝑥𝑣_ 𝑥
RiskAversionandIntertemporalSubstitution(ITS)
9/3/17 (c)RogerE.A.Farmer,GerzenseeLectures 24
Inthewidelyusedparametrizationwhere
𝑣 𝑥 ≡𝑥3[g
1 − 𝜎
Thecoefficientofrelativeriskaversionisaconstant𝜌 𝑥 = 𝜎
andtheITSisitsreciprocal𝜂 𝑥 = 1/𝜎
RationalityasanOrganizingPrinciple
9/3/17 (c)RogerE.A.Farmer,GerzenseeLectures 25
Ifwetakethestrongviewthatacommodityisdate,stateandlocationdependentEVERYGOODISDIFFERENT
Takenliterally,thismeansthatexperimentsarenotpossiblebecausetheycannotberepeated
ButalthoughrationalitydefinedasDebreuChapter7cannotberefuted,rationalitydefinedasVon-NeumanMorgensternpreferencescanbe,andhasbeen,experimentallyrefuted.Thisisthesubjectofbehavioraleconomics
SeparabilityandTimeConsistency
9/3/17 (c)RogerE.A.Farmer,GerzenseeLectures 26
Timeandstateseparabilityaredifferentassumptions
Theyarecommonlyusedbecausetheyimplyaseparateproperty:timeconsistency
Supposethatatdate𝑡 apersonprefers𝐶K*j 𝑎 to𝐶K*j 𝑏 .Timeconsistencysaysthatateveryintermediatedate𝑡 + 𝜏where𝜏 < 𝑠 thechoice𝐶K*j 𝑎 isstillpreferredto𝐶K*j 𝑏
Recursivity andTimeConsistency
9/3/17 (c)RogerE.A.Farmer,GerzenseeLectures 27
Themostgeneralclassofpreferencesthatistimeconsistentcanbewrittenrecursivelyasfollows
𝑈K = 𝑊 𝐶K, 𝐸K 𝑈K*3
If𝑊 isaffine
𝑊 𝑥, 𝑦 = 𝑥 + 𝛽𝑦
WerecoverVNMpreferences
ExpectedUtilityandRecursiveUtility
(c)RogerE.A.Farmer,GerzenseeLectures
AdditivelyseparableVNMutilitycanbewrittenrecursivelyas
𝑈K 𝑐K = 𝑣 𝑐K + 𝛽𝐸K 𝑈K*3 𝑐K*3
Thisistheexpectedutilityrepresentationofpreferences
9/3/17 28
Epstein-ZinPreferences
(c)RogerE.A.Farmer,GerzenseeLectures
AspecialcaseofrecursiveutilitywasstudiedbyLarryEpsteinandStanZin
𝑈K = 1 − 𝛽 𝑐K3[3q + 𝛽 𝐸K𝑈K*3
3[r3[3q3[r
33[3q
Thisfunctioniswidelyusedinfinancebecauseitisabletoseparateinter-temporalsubstitution(measuredby𝜂)fromriskaversion(measuredby𝜌).
9/3/17 29
RepresentativeAgentsandOverlappingGenerations
(c)RogerE.A.Farmer,GerzenseeLectures
Timeseparabilityandstateseparabilityarenottheonlystrongassumptions
Asecondstrongassumptionisthattheworldconsistsofafinitenumberoffamilieseachofwhommaximizesutilityoverafinitehorizon
Iwillrefertothatastherepresentativeagentassumption
9/3/17 30
RepresentativeAgentsandEconomicWelfare
(c)RogerE.A.Farmer,GerzenseeLectures
Ineconomieswithafinitenumberofinfinitelylivedfamilies,thefirstandsecondwelfaretheoremshold
Ineconomieswithaninfinitenumberoffinitelylivedfamilies,thefirstandsecondwelfaretheoremsbreakdown
Foraproofanddiscussionoftheseresults:seeKehoeandLevine,Econometrica 1985.
9/3/17 31
OverlappingGenerationsandEconomicWelfare
(c)RogerE.A.Farmer,GerzenseeLectures
Inoverlappinggenerationseconomiesthewelfaretheoremsbreakdownfortworeasons
Equilibriamaybedynamicallyinefficient.WemetthispossibilityinLecture3
Theremayalsoexistequilibriainwhichnon-fundamentalshocksinfluenceallocations.CassandShellrefertotheseassunspotequilibria.WewillinvestigatethispossibilityinLecture5.
9/3/17 32
WhatisaMarket?
(c)RogerE.A.Farmer,GerzenseeLectures9/3/17 33
IfwetakeDebreuChapter7asourbenchmark;thereisasinglemarketthatopensatthebeginningoftime
Afinitenumberofinfinitelylivedfamiliestradeaninfinitesetofcontingentcommodities
Thentheworldbeginsandthetradesarerealized
WhatisaMarket?
(c)RogerE.A.Farmer,GerzenseeLectures9/3/17 34
ThisistheviewthatEdPrescottandRobertLucasaskedustoacceptwhentheyintroducedinfinitehorizon,complete-marketeconomies,witharepresentativeconsumer.
Manypeople(myselfincluded)thinkthatthisisnotaveryusefulwaytothinkaboutmacroeconomics.Inshort:representativeagentmacroeconomicsisnonsense.Readmyblogpost:RealBusinessCycleTheoryandtheHighSchoolOlympics
JohnHicksandTemporaryEquilibriumTheory
(c)RogerE.A.Farmer,GerzenseeLectures9/3/17 35
InValueandCapital,Hicksformulatedadifferentvision:Timeproceedsinasequenceofweeks
EachweekpeoplecometomarkettotradegoodsTheybringcapitalandfinancialobligationsfromthepast
Theyformbeliefsaboutwhatwillhappeninthefuture
KenArrowandFinancialMarkets
(c)RogerE.A.Farmer,GerzenseeLectures9/3/17 36
InaReviewofEconomicStudiesarticle,TheRoleofSecuritiesintheOptimalAllocationofRiskBearing,(1964)KenArrowshowedhowtoimplementanequilibriumsequentially.
KenArrowandFinancialMarkets
(c)RogerE.A.Farmer,GerzenseeLectures9/3/17 37
Considerthefollowingproblemofahousehold
max{`,`v jv }
𝑈 ≡W𝜋#𝑢# 𝑥, 𝑥_ 𝑠#_w
#]3
𝑠. 𝑡. 𝑝 ⋅ 𝑥 +W𝑝y 𝑠#_ ⋅ 𝑥_ 𝑠#_ ≤ 𝑚w
#]3
𝑚 ismoneyincomeand𝑝y 𝑠#_ isavectorofpresentvalueprices
KenArrowandFinancialMarkets
(c)RogerE.A.Farmer,GerzenseeLectures9/3/17 38
Noticethatwecanwritetheutilityfunctionas
𝑈 𝑥, 𝑥_ 𝑠3_ , 𝑥_ 𝑠5_ , … , 𝑥_ 𝑠w_ ≡W𝜋#𝑢# 𝑥, 𝑥_ 𝑠#_w
#]3
Ifthegoods𝑥_ 𝑠_ aredateandstatedependent,theexistenceofequilibriumisaspecialcaseofLecture2.Inperiod1,peopletradecurrentgoods,theseareelementsof𝑥, andstatecontingentfuturegoods,theseareelementsof𝑥′(𝑠#_) for𝑖 = 1,2…𝑛.
GerardDebreuandContingentCommodityEquilibrium
(c)RogerE.A.Farmer,GerzenseeLectures9/3/17 39
UndertheinterpretationofDebreuChapter7thereisasinglemarketthatoccursinperiod1.Peoplechoose 𝑥, 𝑥_ 𝑠3_ , … 𝑥_ 𝑠w_ tosolve
𝑚𝑎𝑥𝑈 𝑥, 𝑥_ 𝑠3_ , 𝑥_ 𝑠5_ , … , 𝑥_ 𝑠w_
𝑠. 𝑡. 𝑝 ⋅ 𝑥 +W𝑝y 𝑠#_ ⋅ 𝑥_ 𝑠#_ ≤ 𝑚w
#]3Theequilibriumiscalledacontingentcommodityequilibrium
KenArrowandSequentialMarketEquilibrium
(c)RogerE.A.Farmer,GerzenseeLectures9/3/17 40
Arrowasked:whathappensifpeopletradesequentially?Onceinperiod1 andonceinperiod2.Hedefinedasecurity[nowcalledanArrowsecurity]tobeapromisetopay$1 instate𝑠# ifandonlyifstate𝑖 occurs.
Ifthereare𝑛 Arrowsecurities,wesaythatmarketsarecomplete.
KenArrowandSequentialMarketEquilibrium
(c)RogerE.A.Farmer,GerzenseeLectures9/3/17 41
𝑚𝑎𝑥W𝜋#𝑢# 𝑥, 𝑥_ 𝑠#_w
#]3
𝑠. 𝑡. 𝑝 ⋅ 𝑥 +W𝑄#𝑎# ≤ 𝑚w
#]3
𝑝 𝑠#_ ⋅ 𝑥_ 𝑠#_ ≤ 𝑎#,𝑖 = 1,2…𝑛
Peoplesolvethefollowingsequentialproblem
Here,𝑎# isapromisetopay𝑎#dollarsinperiod2.Itcanbepositiveornegative.
If𝑎# isnegativewesaythattheconsumerhasshortedsecurity𝑖
The𝑝 𝑠#_ arespotpricesinperiod2 state𝑖
EquivalenceofContingentCommoditiesandArrowSecurities
(c)RogerE.A.Farmer,GerzenseeLectures9/3/17 42
Theconsumerfacesasequenceofconstraints
1 𝑝 ⋅ 𝑥 +W𝑄#𝑎# ≤ 𝑚w
#]32 𝑝 𝑠#_ ⋅ 𝑥_ 𝑠#_ ≤ 𝑎#,𝑖 ∈ 1,2… , 𝑛 ,
Bysubstitutingfor 𝑎# in (1) from 2 weget
𝑝 ⋅ 𝑥 +W𝑄#𝑝 𝑠#_ ⋅ 𝑥_ 𝑠#_ ≤ 𝑚w
#]3
𝑄#isascalarand𝑝 𝑠#_ isavector
EquivalenceofContingentCommoditiesandArrowSecurities
(c)RogerE.A.Farmer,GerzenseeLectures9/3/17 43
Noticethatundercompletemarketsthehouseholdfacesasinglebudgetconstraintandwhen
𝑝y 𝑠#_ ≡ 𝑄#𝑝 𝑠#_
Thebudgetconstraintsarethesameforthetwoproblems.
KenArrowandSequentialMarketEquilibrium
(c)RogerE.A.Farmer,GerzenseeLectures9/3/17 44
InArrow’sformulationofmarkets(followingHicks)thereisasequenceoftrades.Ateachdate,peopletradegoodsandsecurities.
Theorem:Ifpreferencesaretimeconsistent,andifmarketsarecomplete,thesetofequilibriaundersequentialmarketsisthesameasthesetofequilibriaundercontingentcommoditytrades.
Summary
• Generalequilibriumtheoryisapowerfultool• Theideaofanequilibriumisverygeneral• Itsummarizesanimportantsocialidea• Peoplemaketheirowndecisions• Theyareconstrainedbysociety• Societyisitselfthesumofthosedecisions
(c)RogerE.A.Farmer,GerzenseeLectures9/3/17 45