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BISWorkingPapers
No1028
Fiscaldeficitsandinflationrisks:theroleoffiscalandmonetaryregimes
byRyanBanerjee,ValerieBoctor,AaronMehrotraandFabrizioZampolli
MonetaryandEconomicDepartmentJuly2022
JELclassification:E31;E52;E62;E63.
Keywords:Fiscaldeficit,inflation,fiscalmonetarypolicyregime,monetarypolicy
policyregime,independence.
ISSN1020-0959(print)
ISSN1682-7678(online)
BISWorkingPapersarewrittenbymembersoftheMonetaryandEconomicDepartmentoftheBankforInternationalSettlements,andfromtimetotimebyothereconomists,andarepublishedbytheBank.Thepapersareonsubjectsoftopicalinterestandaretechnicalincharacter.TheviewsexpressedinthemarethoseoftheirauthorsandnotnecessarilytheviewsoftheBIS.
ThispublicationisavailableontheBISwebsite().
©BankforInternationalSettlements2022.Allrightsreserved.Briefexcerptsmaybe
reproducedortranslatedprovidedthesourceisstated.
Fiscaldeficitsandinflationrisks:theroleoffiscaland
monetaryregimes*
RyanBanerjeetValerieBoctor主AaronMehrotra§FabrizioZampolli闻July1,2022
Abstract
Usingdatafromapanelofadvancedeconomiesoverfourdecades,weshowthattheinflationaryeffectoffiscaldeficitscruciallydependsontheprevailingfiscal-monetarypolicyregime.Underfiscaldominance,definedasaregimeinwhichthegovernmentdoesnotadjusttheprimarybalancetostabilisedebtandthecentralbankislessindependentorputslessemphasisonpricestability,theaverageeffectoninflationofhigherdeficitsisfoundtobeuptofivetimeslargerthanundermonetarydomi-nance.Underfiscaldominance,higherdeficitsalsoincreasethedispersionofpossiblefutureinflationaryoutcomes,especiallytheprobabilityofhighinflation.Basedonforecastsfromourmodel,thehighinflationexperiencedbymanycountriesduringtherecoveryfromtheCovid-19pandemicappearsmoreconsistentwitharegimeoffiscaldominancethanmonetarydominance.
JELCodes:E31;E52;E62;E63.
Keywords:Fiscaldeficit,inflation,fiscalpolicyregime,monetarypolicyregime,monetarypolicyindependence.
*Wearegratefulforcomments,suggestions,anddiscussionstoDavidArcher,Agust´ınCarstens,YuriyGorodnichenko,LuizPereira,HyunSongShin,seminarparticipantsattheUniversityofCaliforniaatBerkeleyandtheBIS,aswellasparticipantsattheCEFConferenceinDallas,June2022.WealsothankBereniceMartinezforexcellentresearchassistance.TheviewsexpressedinthepaperarethoseoftheauthorsanddonotnecessarilyreflectthoseoftheBankforInternationalSettlements.
tBankforInternationalSettlements.E-mailaddress:ryan.banerjee@
主UniversityofCalifornia,Berkeley.E-mailaddress:valerieboctor@
sBankforInternationalSettlements.E-mailaddress:aaron.mehrotra@
"BankforInternationalSettlements.E-mailaddress:fabrizio.zampolli@
2
1Introduction
GovernmentsunleashedamassivewaveoffiscalstimulusinthewakeoftheCovid-19
pandemic,leadingtoincreasesingovernmentdebtofaround15percentagepointsofglobalGDPbetween2019and2021.Thesedevelopmentshavetriggeredadebateabouttheinflationaryconsequencesofcurrentfiscalpolicies(eg
Krugman
(
2021
),
Summers
(
2021
)).
TheEconomist
(
2021
)hasaskedwhetherinflationisafiscalphenomenon.Andsomecommentatorsevenarguedthattheneedtomanagethehighlevelsofpublicdebtmightresultinfiscaldominanceovermonetarypolicy,posingarisktopricestability(eg
Landau
(
2021
)).
Toinvestigatethecontributionoffiscalpolicytotherecentincreaseininflation,weestimateanopeneconomyPhillipscurveaugmentedwiththefiscalbalanceusingdatafrom21advancedeconomiesoverfourdecades.Apartfromtheeconometricspecification,whatdistinguishesouranalysisfrompreviousresearchisthecarefulconsiderationofthepolicyregimeinplace.Asakeyresult,wehighlightthatthestrengthofthefiscaldeficit-inflationrelationshipcruciallydependsonthefiscal-monetarypolicyregimeinplace.
Severalstreamsofresearchsuggestthatthisshouldbethecase.Therecentliteratureonfiscalmultipliersshowsthatthestrengthofthemacroeconomiceffectsoffiscalpolicycruciallydependsonhowafiscalexpansionisfinancedandhowmonetarypolicyresponds(seeeg
Leeper
(
1991
);
Woodford
(
2011
);
ErcegandLind´e
(
2014
);
Ramey
(
2019
)).Bothfactorsdependonthepolicypriorities,incentivesandinstitutionalconstraintsfacedbyfiscalandmonetarypolicymakers.Whenacountrycontinuestorunlargefiscaldeficits,anyattemptbythemonetaryauthoritytocontrolinflationmayeventuallyleadtohigherfutureinflation(
SargentandWallace
(
1981
)).Similarly,whenfiscalpolicyisunsustainable,thefiscaltheoryofthepricelevelshowsthatthepriceleveladjuststore-establishthegovernment’sintertemporalbudgetconstraint.Forexample,
Leeper
(
1991
),andmore
3
recently
Leeperetal.
(
2017
),showthatmacroeconomicequilibriacruciallydependonthemonetary-fiscalpolicyregimeinplace.
1
Inouranalysisweconsidertheinfluenceofbothfiscalandmonetarypolicyregimesontheinflationaryeffectsoffiscaldeficits.Toclassifythoseregimesweusebothdefactoanddejuremeasures.Astothefiscalregimes,ourdefactoclassificationisbasedontheresultfromtheseminalpaperby
Bohn
(
1998
)whichshowsthatfiscalpolicysatisfiesthegovernment’sintertemporalbudgetconstraintwhentheprimarysurplusisanincreasingfunctionofthelevelofdebtrelativetoGDP.Inourbaselinespecificationwefollow
Mauro
etal.
(
2015
)whooperationalise
Bohn
(
1998
)byestimatingfiscalreactionfunctionsinapanelofeconomies.Theauthorsclassifytheregimesaseither“prudent”or“profligate”dependingonwhethertheestimatedresponseoffiscalsurplusesisincreasinginthelevelofdebtwithinagivenwindow.Wealsoconsiderdejureclassificationsoffiscalregimesbasedonwhethertheeconomyhasinplaceafiscalruleforthebudgetbalance-thatis,legalnumericallimitsontheoverallbalance,thestructuralorcyclicallyadjustedbalance,orthebalanceoverthecycle.
Astomonetarypolicyregimes,welookatwhethermonetarypolicyactstomaintainpricestability.Ourdejureclassificationofmonetarypolicyregimesisbasedonwhetheracentralbankisclassifiedasbeinghighlyorweaklyindependent.
Cukierman
(
1992
)and
Cukiermanetal.
(
1992
)showthatthedegreeofcentralbankindependenceisnegativelycorrelatedwithinflationinadvancedeconomies.Thespecificmeasuresweusecomefrom
Romelli
(
2022
)whofollowstheentiresetoflegislativechangestolawsconcerningthe
centralbank.Giventheparticularimportanceofmonetaryaccommodationoffiscalpolicy,
1IntheUnitedStates,
BianchiandIlut
(
2017
)findthatmonetarypolicyaccommodationoffiscalpolicyduringthe1960sand1970swasanimportantdriverofhighinflation.Moreover,theyfindthattightmonetarypolicyonitsownwasnotsufficienttostabiliseinflation,notingthatinflationintheUnitedStatesdroppedonlywhenagents’beliefschangedaboutthegovernment’sdesiretostabilisedebt.Ourpaperisalsorelatedtoearlierresearchby
CataoandTerrones
(
2005
)whofoundasignificantlinkbetweenpersistentfiscaldeficitsandinflationamongdevelopingandemergingmarketeconomiesbutaweakoraninsignificantrelationshipforadvancedeconomies.Incontrastwiththisstudy,wefocusontheshort-terminflationaryimpactandonitscrucialdependenceonthefiscal-monearypolicyregime.
4
Figure1:Theinflationaryimpactoffiscalstimulusacrossfiscalandmonetaryregimes.Thefigureshowstheestimatedaverageimpactofaonepercentagepointincreaseinthefiscaldeficitoninflationoverthenexttwoyearsacrossdifferentcombinationsoffiscalandmonetaryregimes.Fiscalregimesareclassifiedasprudentorprofligatebasedon
Mauroetal.
(
2015
).Monetaryregimesaredefinedasbeinghighorlowindependencebasedonlegallimitationsoncentralbanklendingtothepublicsectorin
Romelli
(
2022
).
.
ourbaselinedejuremeasureisbasedonspecificlimitationsoncentralbanklendingtothepublicsectorenshrinedincentralbanklaws.Ourdefactomeasureofthemonetarypolicyregimeisbasedonwhetherthecentralbank’spolicyinterestrateisbelowthatsuggestedbyaTaylorrule(
Taylor
(
1993
)).AnumberofstudieshaveshownthatfailuretosatisfytheTaylorprinciple,i.e.notadjustinginterestratesbymorethanwithinflation,resultedininflationinstabilityintheUnitedStatesduringthe1960sand1970s(seeforexample
Taylor
(
1999
),
Claridaetal.
(
2000
)and
DavigandLeeper
(
2007
)).
Ourresultsshowthattheregimesmatter.
Figure1
showsthattheestimatedaverageeffectofanincreaseintheoverallfiscaldeficitoninflationdiffersstronglyacrossthefourcombinationsoffiscalandmonetarypolicyregimesthatweconsider.Thelowestinflationaryeffectisfoundinregimeswithaprudentfiscalauthoritythatstabilisesdebtlevelstogetherwithanindependentcentralbankwithstronglegallimitationsthatpreventlendingtothepublicsector.Inthisregimewhichwedefineas“monetarydominance”,aonepercentagepointincreaseinthefiscaldeficitresultsina10basispointincreaseinthe
5
averageinflationrateoverthenexttwoyears.
2
Bycontrast,thegreatestinflationaryeffectisfoundintheregimewhichwedefineas“fiscaldominance”,i.e.inwhichfiscalpolicyisprofligateandthecentralbankfaceslimitedconstraintsonlendingtothepublicsector.Underfiscaldominance,aonepercentagepointincreaseintheoveralldeficitraisestheinflationratebyaround50basispoints,overfivetimeshigherthaninthemonetarydominanceregime.
Theaverageinflationaryeffectsofhigherdeficitsintheothertworegimesliesomewherebetweenthemonetarydominanceandfiscaldominanceregimes.Theeffectofdeficitsintheprudentfiscalpolicyandlowmonetaryindependenceregimeishigherthanintheprofligatefiscalregimewithhighmonetarypolicyindependence(wheretheeffectis,moreover,notstatisticallysignificant).Thislatterresultisperhapssurprising.Asshownin
Sargentand
Wallace
(
1981
)or
Leeper
(
1991
),anyattemptbyacentralbanktocontrolinflationwhenfiscalpolicyisnon-Ricardianleadstoexplosiveinflationarydynamics.However,unlikeinmanytheoreticalmodels,theregimesinourempiricalanalysisarenotfixedorpermanent.
Beyondanalysingtheaverageeffect,wefurtherexaminehowfiscalandmonetarypol-icyregimesaffectinflationrisksacrosstheentireinflationforecastdistributionusingtheinflation-at-riskmethodologydevelopedin
Banerjeeetal.
(
2020
).Wefindsignificantnon-linearitieswithparticularlylargeupsideinflationrisksfollowinganincreaseinfiscaldeficits.Theupsideinflationrisks,aswellastheoverallvarianceofinflation,areconsiderablyhigherinthefiscaldominanceregimecomparedtoamonetarydominanceregime.
Thedifferencesininflationbehaviourinthefiscalandmonetarydominanceregimesgobeyondtherelationshipbetweendeficitsandinflation.Inthefiscaldominanceregime,theaveragesensitivityofinflationtooutputgrowthisaroundthreetimeslargerthaninthemonetarydominanceregime.Thesensitivityisevenhigherintheuppertailsofthe
inflationdistribution.
2Thereisnouniformdefinitionofmonetaryandfiscaldominanceintheliterature,seee.g.thediscussionin
Jeanne
(
2012
).
6
Finally,weuseourmodeltoshedlightontheseeminglyunexpectedburstofinflationacrossadvancedeconomiesfollowingtheCovid-19pandemic.Thelargefiscalandmonetarypolicystimulusthattookplacein2020mayhaveoccurredagainstthebackdropoflaxerfiscalandmonetarypolicyregimes,whicharemoretolerantofhigherandrisingpublicdebtandpositivedeviationsofinflationfromtarget,respectively.Giventhesizeofthefiscalstimulusandothermacroeconomicvariablesobservedin2020,forecastsfromourmodelsuggestthatthehighinflationoutcomesin2021and2022appearmoreconsistentwitharegimeoffiscalratherthanmonetarydominance.
Theremainderofthepaperisstructuredasfollows.
Section2
describestheestimationmethodology,theclassificationofregimesandthedata.
Section3
presentsourbaselineresults,and
Section4
showsrobustnesstestsandextensions.Finally,
Section5
usesourestimatedmodelstoexaminehowfiscalandmonetarypolicyregimesmayhavecontributedtotheburstofinflationin2021and2022.
Section6
concludes.
2Methodology
WeexaminetheeffectsoffiscaldeficitsoninflationbyestimatingPhillipscurve-typemodelsaugmentedwithfiscaldeficits,usingpaneldata.Weestimatesimplelinearmodelsaswellasquantileregressionsthatallowustoevaluateinflationtailrisks.Themodelsareestimatedconditionalonfourpolicyregimesthatfeaturedifferentcombinationsoffiscalandmonetarypolicy.Inthissection,wefirstdescribetheestimatedmodels,thentheconstructionofthefourpolicyregimesand,finally,thedata.
7
2.1Econometricapproach
Ourbaselinespecificationtoevaluatetheeffectsofdeficitsonfutureinflationisasfollows:
πi,t+1,t+2=ai+Xtβ+∈it.
(1)
wherethedependentvariableπi,t+1,t+2isasimpleaverageofone-andtwo-year-aheadheadlineinflationincountryi.αidenotescountryfixedeffectsandXi,tisavectorofexplanatoryandcontrolvariables:
Xt=(∆defit,πit,∆yit,∆excit,∆oilit).(2)
Themaincovariateofinterestis∆defit,whichrepresentstheyear-on-yearchangeinfiscaldeficitasapercentageofGDP.πitisthecurrentlevelofheadlineinflation,year-on-year;
3
∆yitdenotestheyear-on-yearlogchangeinrealGDP;∆excitisthelogchangeinthenominaleffectiveexchangerate,withanincreaseinexcitdenotinganappreciation;and∆oilitdenotesthelogchangeinoilpricesdenominatedinlocalcurrency.Allvariablesinlogchangesareexpressedaspercentages.Themodelisestimatedbyordinaryleastsquares.
Inordertoexaminethepossibilitythatchangesinfiscaldeficitsleadtogreatertailrisksofinflation,weusenovelmethodsforpanelquantileregressionswithfixedeffects(see
MachadoandSantosSilva
(
2019
)).Webeginwiththefollowinglocation-scalemodel:
πi,t+1,t+2=αi+Xtβ+(δi+Xtγ)Uit,
(3)
3Whileweusetheheadlineinflationrate,wealsocheckedthatourresultsholdifwecomputetheinflationrateasthelogchangeintheCPIindex.
8
whereπi,t+1,t+2andXi,taredefinedasbefore.Inthismodel,inflationineachcountryiisallowedtodifferintermsoflocation,ai+Xitβ,andscale,δI+Xtγ.Theparametersαiandδidenotecountryifixedeffects.αiisthetime-invariantaveragelevelofinflationwithincountryi.δiisacountry-specific,time-invariantscalingparameterofthedistributionofU,whichhasthesamepropertiesforalliandt.FromEq(
3
),wehavePr[δi+Xtγ>0]=1.Thesequence{Xit}isassumedtobestrictlyexogenous.Uitareunobservedrandomvariables,iidacrosscountriesiandyearst,orthogonaltoXitandnormalisedtosatisfyE[U]=0andE[|U|]=1.
Weobtaintheconditionalquantilesforinflationoverthenexttwoyearsusing:
Qm(τ|Xit)=(αi+δiq(τ))+Xtβ+Xtγq(τ),(4)
wherethescalarαi(τ)=αi+δiq(τ)isthequantile-τfixedeffectforeconomyi.αi(τ)capturesthetime-invarianteffectofindividualcountrycharacteristicsthatpotentiallyvarydependingonwherethecountryliesintheconditionalinflationdistribution.Weestimatethecoefficientsfor5quantiles:5%,25%,50%,75%and95%.Theconfidenceintervalsareestimatedbyusingablockbootstrappingwith1,000replications,clusteringoncountry.
Foragivencountryandyear,eachpredictedquantilefromEq(
4
)representsapointintheCDFF(·)oftheinflationforecast.Toaddressnoiseinourquantileestimates,following
Adrianetal.
(
2019
),weinterpolatesemiparametricallythepredictedquantilesusingtheskewedt−distribution(see
AzzaliniandCapitanio
(
2003
)).Thedistributionisdescribedbythefollowingfunction:
f(π;µ,σ,α,ν)=t╱、T╱α1一au)2;ν+1、.(5)
InEq(
5
),t(·)andT(·)arethePDFandtheCDFofthedistribution,respectively.
9
Thedistributionalparametersµ(location),σ(scale),ν(kurtosis),andα(skewness)areestimatedforeachcountry-yearpairbyminimisingthemeansquarederrorbetweenthefivepredictedquantilesandthedistribution-impliedvalues.Inotherwords,weselectparameterestimatesthatminimizethefollowingobjectivefunction:
(it+h,it+h,it+h,it+h)=argmin
(Qˆmt│h)女t(τ|xt)−F一1╱τ;µ,σ,α,ν)、2.
(6)
T
2.2Fiscalandmonetarypolicyregimes
Weestimatethemodels–boththelinearmodelandtheoneforinflation-at-risk–separatelyfordifferentcombinationsoffiscalandmonetarypolicy.Inparticular,wedistinguishbetweenfourpossiblepolicycombinations:“prudent”or“profligate”fiscalpolicycombinedwith“high”or“low”monetarypolicyindependence.
2.2.1Definingthefiscalregime
Forthebaselinespecification,thefiscalregimesarebasedonadefactomeasure.Weusees-timatesofafiscalpolicyreactionfunctionthatconsiderstheresponseofprimarysurplusestothedebt-to-GDPratio(see
Bohn
(
1998
)).Apositiveresponseisasufficientconditionforfiscalpolicytobesustainable,inthesensethatthegovernment’sintertemporalbudgetconstraintholds.Foragivencountry,thefiscalreactionfunctionis:
st=ρdt+αZt+εt,(7)
wherestdenotestheprimarysurplusanddtdenotesthelevelofgovernmentdebt-to-GDPatthebeginningoftheperiod.Ztisavectorofcontrolvariablesthataffecttheprimarybalance,suchasthebusinesscycle,thetransitorycomponentofgovernmentspendingand
commodityprices.
10
Inthebaselinemodel,weusetheestimatesin
Mauroetal.
(
2015
)whooperationalisetheapproachin
Bohn
(
1998
).Inparticular,
Mauroetal.
(
2015
)estimatefiscalreactionfunctionsforapanelofcountriesbasedon25-yearrollingregressions.Periodsofprudent(profligate)fiscalpolicyarethendefinedasthosewithρ>0(ρ<0),onconditionofastatisticallysignificantcoefficientataminimumof5%level.
Inadditiontoprovidingasufficientstatisticonwhetherthegovernment’sintertem-poralbudgetconstraintholds,theapproachhasanumberofadvantages.Governmentdebt-to-GDPratiosareaffectedbytemporaryshocks,suchaswartimespendingorbusi-nesscyclefluctuations,whichmakeitdifficulttodetectviolationsoftheintertemporalbudgetconstraintbasedondevelopmentsofdebtalone(see
Bohn
(
1998
)).
4
Moreover,theapproachisrobusttochangesingrowthrates(g)andinterestrates(r),anddifferentdebtmanagementpolicies.However,therelationshipbetweengrowthrates,interestratesandρmatterforthetrajectoryofdebt.Inparticular,ifρ>(r−g/1+r),thedebtratioisstationaryandreturnstoitsinitiallevelafterashock.WealsonotethatconsideringaregressionofthetypeinEq(
7
)impliesclosecorrespondencewithstructuralmodelsthatfeaturedifferenttypesofbehaviourofthefiscalauthority.Forexample,in
Bianchiand
Ilut
(
2017
),passive(active)fiscalpolicyisdefinedasonewherethefiscalauthorityis(not)committedtostabilisingdebtbyadjustingtaxes.
Asnotedby
Mauroetal.
(
2015
),theapproachin
Bohn
(
1998
)wasdevelopedagainstthebackdropofrisingdebt.Ifthedebtratioisdeclining,therejectionofapositiveandstatisticallysignificantρwouldindicatethattheintertemporalbudgetconstraintisviolated,butinasenseofover-accumulatingpublicassetsratherthanincurringexcessiveliabilities.Thatsaid,overoursampleperiod,debtratiosweremostlyontherise.Inparticular,consideringall25-yearchangesindebtratios,increasingdebtratioswerefour
timesmorefrequentthandecreasingones,withrisingdebtratiosovertwotimeslargerin
4Indeed,aswediscussinthenextsection,inthemonetarydominanceregimewherefiscalpolicyissustainable,debtlevelsareonaveragehigherthaninthefiscaldominanceregime.
11
absolutevaluethandecreasingones.(Theaverage25-yearchangesare38and18percentagepoints,respectively.)
Asarobustnesstest,wealsoconsiderdejureclassificationsoffiscalregimesbasedonwhethertheeconomyhasinplaceafiscalruleforthebudgetbalance-thatis,legalnumericallimitsontheoverallbalance,thestructuralorcyclicallyadjustedbalance,orthebalanceoverthecycle.
2.2.2Definingthemonetaryregime
Astomonetarypolicy,thebaselineregimesarebasedondejureindicatorsofcentralbankindependence.Giventheparticularimportanceofmonetaryaccommodationoffiscalpolicy,ourmainmeasureisbasedonspecificlimitationsoncentralbanklendingtothepublicsectorenshrinedincentralbanklaws.
5
Grillietal.
(
1991
)notethatifthegovernmentisabletoinfluencethequantityandconditionsonwhichitborrowsfromthemonetaryauthority,itaffectsthecreationofbasemoneyanddecreasesthecentralbank’seconomicindependence.Similarly,
Cukiermanetal.
(
1992
)consideracentralbankwithtighterrestrictionsonlendingtothepublicsectortobemoreindependenttopursuethepricestabilityobjective.Theauthorsarguethatprovidingcredittothegovernmentwouldlikelybeanimportantchannelbehindtherelationshipbetweenthelackofcentralbankindependenceandinflation.
Thespecificmeasuresoncentralbankindependenceweusecomefrom
Romelli
(
2022
)whofollowstheentiresetoflegislativechangestolawsconcerningthecentralbankovertime.Asindicesproposedinearlierliteratureweregenerallycomputedatspecificpoints
intime,theydonotcapturethefullsetofreforms.Foragivencountry-yearobservation,
5Inadditiontocapturingrestrictionsoncentralbankpurchasesofgovernmentdebtsecuritiesintheprimarymarket,theindicatorcoversanumberofotherdimensions,suchaswhetherstrictamountsonloansexistandwhethertheloantermsarecontrolledbythecentralbank;iftheborrowercanonlybegovernmentoralsootherpublicsectorinstitutionssuchasstate-ownedenterprises;whetherinterestratesaremarket-determined;andifthematuritiesarelimitedandclearlyspecifiedinthecentralbanklegislation.
12
weclassifymonetarypolicyindependencetobelow(high)iftheindicatorisbelow(above)themedianofallcountry-yearobservationsduringthesampleperiod.
Inourcase,giventhatweareinterestedintheeffectofdeficitsoninflation,consideringanexogenousindicatorsuchascentralbankindependencetoclassifythemonetaryregimeisarguablypreferabletomoreendogenousalternatives,suchasusingthedefactodegreeofinflationstabilisation,forexample.Thatsaid,inrobustnesstests,weuseanalternativedefactomeasureofthemonetarypolicyregime,capturingthedegreetowhichmonetarypolicyactstostabiliseinflation.Inparticular,wedefinetheregimebasedonwhetherthecentralbank’spolicyinterestrateisbelowthatsuggestedbyaTaylorrule(
Taylor
(
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