THE EFFECT OF INCOME DISTRIBUTION AND FISCAL POLICY ON GROWTH, INVESTMENT, AND BUDGET BALANCE: THE CASE OF EUROPE

Size: px
Start display at page:

Download "THE EFFECT OF INCOME DISTRIBUTION AND FISCAL POLICY ON GROWTH, INVESTMENT, AND BUDGET BALANCE: THE CASE OF EUROPE"

Transcription

1 FMM-WORKN PAPER No 0 Novembe, 207 Hans-Böckle-Sifun HE EFFE OF NOME DSRBUON AND FSAL POL ON ROWH, NVESMEN, AND BUDE BALANE: HE ASE OF EUROPE homas Obs, Ṏzlem Onaan 2, Maia Nikolaii 3 ABSRA his pape evelops a muli-couny pos-kaleckian eman-le oh moel ha incopoaes he ole of he ovenmen One novely of his pape is o ineae cosscouny effecs of boh chanes in income isibuion an fiscal policy he moel is use o esimae economeically he effecs of income isibuion an fiscal policy on he componens of aeae eman in EU5 counies he esuls sho ha a policy mix ha combines he simulaneous implemenaion of a po-labou ae policy, an expansionay fiscal policy an a poessive ax policy in all EU counies leas o a sinifican ise in he EU5 DP he impac of ae policies is posiive bu small; he oveall simulus becomes much sone ih fiscal expansion his policy mix leas o an impovemen in he bue balance in all he EU5 counies, suesin ha expansionay fiscal policy is susainable hen i is combine ih ae an poessive ax policy Reseach fello, Euopean Univesiy Fankfu (Oe) obs@euopa-unie 2 Pofesso of Economics, eenich Poliical Economy Reseach ene, Univesiy of eenich, FMM Fello 3 Lecue in Economics, eenich Poliical Economy Reseach ene, Univesiy of eenich, FMM Fello

2 he effec of income isibuion an fiscal policy on oh, invesmen, an bue balance: he case of Euope Absac his pape evelops a muli-couny pos-kaleckian eman-le oh moel ha incopoaes he ole of he ovenmen One novely of his pape is o ineae coss-couny effecs of boh chanes in income isibuion an fiscal policy he moel is use o esimae economeically he effecs of income isibuion an fiscal policy on he componens of aeae eman in EU5 counies he esuls sho ha a policy mix ha combines he simulaneous implemenaion of a po-labou ae policy, an expansionay fiscal policy an a poessive ax policy in all EU counies leas o a sinifican ise in he EU5 DP he impac of ae policies is posiive bu small; he oveall simulus becomes much sone ih fiscal expansion his policy mix leas o an impovemen in he bue balance in all he EU5 counies, suesin ha expansionay fiscal policy is susainable hen i is combine ih ae an poessive ax policy Keyos: Wae Shae, oh, Euopean Muliplie, Deman Reime, Fiscal Policy Acknolemens: his pape is pa of he pojec ile An nvesmen an Equaliy-Le Susainable oh Moel fo Euope hich is caie ou joinly by he eenich Poliical Economy Reseach ene (PER), he Founaion fo Euopean Poessive Suies (FEPS), hink-ank fo Acion on Social hane (AS) an Economic ouncil of he Labou Movemen (ELM) We oul like o hank Enelbe Sockhamme, Mehme Uu, an ay Dymski fo helpful commens he usual isclaimes apply JEL coes: E2, E22, E25, E62 oesponin auhos: homas Obs: Reseach fello, Euopean Univesiy Fankfu (Oe) obs@euopa-unie Ṏzlem Onaan: Pofesso of Economics, eenich Poliical Economy Reseach ene, Univesiy of eenich Maia Nikolaii: Lecue in Economics, eenich Poliical Economy Reseach ene, Univesiy of eenich

3 noucion he oubeak of he ea Recession an he sluish oh in he afemah in mos Euopean counies has ekinle inees in he effec of fiscal policy on oh, as evience in he vas lieaue on fiscal muliplie effecs (Blancha an Leih, 203; eche, 205) Alhouh i has been shon ha auseiy policies have neaive effecs on oh an pivae invesmen, conibuin o he polone sanaion in Euope, fiscal conacion coninues o be he ominan Euopean saey in he pos-cisis ea A he same ime, inequaliy has incease sinificanly since he 980s in all he majo evelope an evelopin counies ih a simulaneous fall in he shae of labou income in naional income an a ise in op income shaes (Sockhamme, 207) he neaive impac of inequaliy on oh has been ell evience in empiical eseach base on boh supply-sie oh moels (Bao, 2000; Dauey an acia-penalosa, 2007; Be e al, 202) an pos- Keynesian eman-le oh moels (Naasepa an Som, 2006; Hein an Voel, 2008; Sockhamme e al, 2009; Onaan an alanis, 204; Onaan an Obs, 206) Hoeve, he combine effecs of fiscal policy an income isibuion on oh an fiscal pefomance have no ye been empiically invesiae in he conex of eman-le oh moels heoeically, his issue has been exploe in vaious Kaleckian moels Blecke (2002) an Palley (204) have analyse ho iffeen ax aes on labou an capial income affec hehe he oh eime of an economy is ae-le o pofi-le Mo an Slaey (994), ommenaoe e al (20), Seuino (202), Du (203), Palley (203), an Hein (206), amons ohes, have suie he effecs of income isibuion an ovenmen expeniue on vaious macoeconomic vaiables, such as capial accumulaion, labou pouciviy, inflaion an public eb Blecke (999) has examine open economy issues ihin a Kaleckian moel ih ovenmen expeniue an axes Hoeve, in he Kaleckian lieaue hee is sill a lack of heoeical moels ih coss-couny spill ove effecs of he join effecs of income isibuion an fiscal policy as ell as a eaile empiical analysis he novely of his pape is ofol Fis, e evelop a pos-kaleckian heoeical moel ha incopoaes he ole of he ovenmen ihin an open economy conex he moel moves beyon he above-menione Kaleckian moels because (i) i is a muli-couny moel ha allos he analysis of he ineacions beeen counies an (ii) incopoaes an explici isincion 2

4 beeen iffeen ypes of ovenmen expeniue Secon, e use his moel in oe o esimae economeically he effecs of income isibuion an fiscal policy on he componens of aeae eman (AD) fo each of he EU5 counies We calculae a Euope-ie muliplie base on he esponses of each couny o chanes in no only omesic bu also ohe Euopean counies income isibuion, axaion an ovenmen spenin Hence, e move beyon Onaan an alanis (204) an Onaan an Obs (206) ho pesene he impac of simulaneous chanes in income isibuion in he 20 an he EU5 bu i no incopoae he impac of public spenin an axes Fom a policy pespecive, he analysis of he pape can uie he evelopmen of a fiscal an ae policy mix conucive o equiable evelopmen he es of he pape is oanise as follos Secion 2 oulines he heoeical moel Secion 3 pesens he aa an escibes he esimaion mehooloy Secion 4 pesens he esimaion esuls Secion 5 examines he effecs of ae an fiscal policies on oh, pivae invesmen an he pimay bue balance, an compaes he effecs hen policies ae implemene in one couny in isolaion vesus simulaneously in all counies Secion 6 iscusses ae an fiscal policy mixes an hei implicaions fo oupu, pivae invesmen, an pimay bue balance Finally, secion 7 summaises an conclues 2 A pos-keynesian/pos-kaleckian maco moel ih ovenmen 2 Sucue of he moel Ou muli-couny eman-le oh moel fo he EU5 counies is base on he pos- Kaleckian fameok (see Bhaui an Malin, 990); hoeve, he behavioual funcions also encompass sana Keynesian moels (e Blancha, 2006) We ineae fiscal policy (ax aes, ovenmen expeniue, public eb) ino he pivae seco open economy moel pesene in Onaan an alanis (204) an Onaan an Obs (206) an moel he effecs of a chane in he pofi shae an fiscal policy by means of analysin he couny level effecs on pivae aeae eman: consumpion, invesmen, expos an impos We hen simulae Euopean EU5 efes o he 5 Wes Euopean ol membe saes of he EU, hich inclues he UK espie he Bexi ecision We keep he UK as pa of ou analysis fo Euope, as policy cooinaion issues iscusse in he pape can be implemene even hen counies ae no pa of a poliical union, alhouh e econise he impoance of a poliical union o faciliae such policy cooinaion 3

5 ineacions houh ineain he effecs of a chane in income isibuion as ell as fiscal policy of ohe EU5 counies onsumpion () is iven by: lo = c 0 + c lo( )R + c (lo( )W + lo B + lo(o)) () hee R enoes ajuse pofis W sans fo ajuse aes, enoes implici ax ae (R) on capial income, sans fo R on labou income, B enoes social benefis in cash an O sans fo ohe cuen ansfes Noe ha afe-ax ajuse pofis ae equal o R = ( )R an afe-ax ajuse aes ae iven by W = ( )W ompae o Onaan an Obs (206), consumpion funcion () has o ne feaues: fis, i inclues R on capial income an R on labou income; secon, i incopoaes social benefis in cash an ohe cuen ansfes, hich aumen he isposable income of househols We hypohesise ha a moe poessive ax sysem (hich in his pape is capue by an incease in axes on capial an a ecease in axes on labou) suppos a ae-le economic eime, heeas a moe eessive ax sysem oul help oh in a pofi-le eime Pivae invesmen () is moelle base on o alenaive specificaions Ou fis specificaion is: lo = i a + i y lo p + i π lo( )π+ i lo + i lo(d /) (2) hee ia is auonomous invesmen, p = enoes pivae eman, efine as DP () minus he ovenmen expeniue ha is pa of DP (), π enoes he ajuse pofi shae an D is he ovenmen eb Noe ha he afe-ax ajuse pofi shae is equal o π = ( )π ompae o Onaan an Obs (206), e make hee exensions: fis, e assume ha fims consie afe-ax pofis in makin invesmen ecisions as iely assume in he lieaue (Rohon, 98; Blecke, 2002; Seuino, 202); secon, e inclue public eb as a aio o DP, hich allos us o ake ino accoun possible financial coin ou effecs (Du, 203); hi, e inouce oal ovenmen expeniue in oe o examine poenial coin-in effecs ha mih sem fom he fac ha ovenmen expeniue can impove business envionmen an incease fuue oupu Ou secon alenaive specificaion fo invesmen is he folloin: lo = i a + i y lo p + i π lo( )π 4

6 +i i lo + i c lo c + i i lo i + i lo(d/) (2 ) hee epesens he oss capial fomaion of he ovenmen c enoes he ovenmen collecive consumpion an i is he ovenmen iniviual consumpion ( = + c + i ) he iffeence beeen equaion (2) an equaion (2 ) is ha he lae inclues a isaeaion of ovenmen expeniue ino iffeen caeoies ain boaly on Seuino (202) ho cluses ovenmen expeniue ino invesmen in physical an social infasucue in oe o capue hei iffeen coin-in effecs n equaion (2 ) iniviual consumpion compises social ansfes in kin povie o iniviual househols ollecive consumpion efes o collecive oos an sevices ha ae povie by he ovenmen o all membes of he sociey Boh collecive an iniviual consumpion inclue expeniues elae o healh, eucaion an culue Public invesmen inclues, amons ohes, invesmen in anspoaion, consucion an ohe physical capial We expec ha each of hese ypes of expeniues have a iffeen impac on pivae invesmen Hoeve, ue o sevee aa limiaions ih ahe sho ime seies an mulicollineaiy issues, his eaile specificaion is unlikely o capue poenially sinifican effecs of iffeen ypes of public spenin; heefoe, e pesen he empiical esuls of his specificaion only as a obusness check an inepe hem as inicaive esuls n oe o ineae he effecs of expansionay fiscal policy on oh in EU5 e efine ovenmen expeniue as a facion of DP: 2 = κ (3) Likeise, fo he componens of ovenmen expeniue e have: = κ i (3 ) c = κ c (3 ) i = κ i (3 ) he oal pimay ovenmen expeniue ( o ) is equal o: o = + B + O (4) axes () ae iven by: 2 We assume ha he ovenmen ecies on expansionay fiscal policy aes akin ino accoun he shae of ovenmen expeniue in naional income ahe han he absolue value 5

7 = W + R + c (5) hee c is R on consumpion he eb of he ovenmen seco is: D = D + D PB (6) hee D enoes he lae sock of ovenmen eb, PB = o is he pimay bue balance equal o axes minus oal pimay ovenmen expeniue Fo simpliciy, e assume aay he asse sie of he ovenmen balance shee he inees ae on ovenmen eb () is assume o incease as he ovenmen eb-o-dp aio inceases: = f((d/) ) (7) DP is iven by: = NX (8) hee ne expos (NX) is equal o expos (X) minus impos (M) We moel he effecs of isibuion on ne expos usin a sepise appoach ha follos Sockhamme e al (2009), Onaan e al (20), an Onaan an alanis (204) We exen he specificaion of omesic an expo pices by incluin R on consumpion a home an aboa Domesic pices (P) an expo pices (P x ) ae eemine as follos: lop = p 0 + p ulc lo(ulc) + p c lo( + c ) + p m lop m (9) lop x = p x0 + p xulc lo(ulc) + p cf lo( + cf ) + p xm lop m (0) hee ulc enoes nominal uni labou coss P m sans fo impo pices an cf enoes R on consumpion aboa Expos ae iven by: lox = x 0 + x pxm lo (P x /P m ) + x y lo + x e loe () hee is he DP of he es of he ol an E is he exchane ae Expos ae a funcion of elaive pices of expos o impos, he DP of he es of he ol an exchane ae mpos ae equal o: lom = m 0 + m ppm lo (P/P m ) + m y lo p + m lo + m e loe (2) 6

8 mpos epen on omesic pices elaive o impo pices, he exchane ae an aeae eman in hich e inclue sepaaely p an (see also Palley, 2009) n paallel o he alenaive invesmen specificaion, e also esimae an alenaive specificaion fo impos hee e isaeae ovenmen expeniue ino he hee iffeen ypes as escibe above: lo M = m 0 + m ppm lo (P/P m ) + m y lo p + m i lo +m c lo c + m i lo i + m e loe (2 ) 22 Effecs of a chane in he pofi shae an fiscal policy on aeae eman, pivae invesmen an pimay bue balance he moel pesene above can be eploye o suy he sho-un effecs of a chane in pofi shae (π) an fiscal policy on aeae eman, pivae invesmen an pimay bue balance (he alebaic eails ae epoe in Appenix A) An incease in π has boh fis-oun an secon-oun effecs on AD (see Appenix A) An incease in π ens o euce consumpion (since he popensiy o consume ou of aes is expece o be hihe han he popensiy o consume ou of pofis), incease invesmen (since i aises expece pofiabiliy as ell as he availabiliy of inenal finance) an incease ne expos (since he uni labou cos oes on) hese ae he fis-oun effecs A a secon sae, he chane in oupu ha has been cause by a ise in π has muliplie effecs on AD Noe ha any chane in oupu affecs pivae invesmen no only via is impac on he sales of fims, bu also houh is effec on he ovenmen eb-o-dp aio ha affecs he cos of booin Reain he effecs of π on he pimay bue balance, axes on pofis en o incease, axes on labou en o ecline an, since consumpion eclines an axes on consumpion en o ecease he ovenmen expeniue as a aio o DP oes no chane in esponse o he chanes in oupu (since he ovenmen-o-dp aio is fixe as a policy ecision) Fuhemoe, e focus on hee chanes in fiscal policy (i) an incease in ovenmen expeniue-o-dp aio (κ ), (ii) an incease in he R on capial income ( ) an (iii) a ecease in R on labou income ( ) When κ inceases, ne expos ae neaively affece since he 7

9 ovenmen may buy oos an sevices fom aboa 3 he impac on invesmen is ambiuous since hee ae boh coin-in effecs (a ise in ovenmen expeniue inceases he sales of fims an impoves business envionmen) an coin-ou effecs (iven ha ovenmen inebeness inceases) Hoeve, since he ise in κ simulaes oupu, e also have some secon-oun effecs hese secon-oun effecs en o euce he ovenmen eb-o-dp aio, aenuain he coin-ou impac on invesmen he pimay bue balance ens o ecease because of hihe spenin Hoeve, i can also incease: if oupu inceases, ax evenues ill also incease he eails ae epoe in Appenix A2 An incease in affecs consumpion an invesmen iecly onsumpion eceases since afe-ax pofis ecline nvesmen is avesely affece by loe afe-ax pofis Hoeve, he oveall effec on invesmen is ambiuous because a ise in can eihe incease o ecease he eb-o-dp aio he effec on pimay bue balance is ambiuous as ell: iec axes incease bu he axes on consumpion ecline (see Appenix A3) Simila channels apply hen eceases (see Appenix A4) All he effecs menione above efe only o chanes ha ae implemene in counies iniviually Hoeve, ain on Onaan an Obs (206), ou moel can be applie o analyse he effecs associae ih chanes ha ake place simulaneously in he EU counies his is paiculaly impoan because of he hih ineaion of he Euopean economies he elae calculaions ae epoe in Appenix B Fuhemoe, e analyse he effecs of a policy mix ha combines ae an fiscal policies (see Appenix ) We consie hee policy mixes: (a) A po-labou ae policy combine ih an incease in ovenmen spenin; (b) an incease in combine ih a ecease in (c) a policy mix ha combines (a) an (b) 3 Daa an esimaion mehooloy he aa use in he economeic esimaion efes o EU5 counies an mosly comes fom he annual maco-economic aabase of he Euopean ommission (AMEO) an he OED naional 3 An incease in public spenin pouces an incease in he aes of he public seco employees, affecin he ae shae Fo simpliciy, e assume aay his effec f his effec as aken ino accoun, an incease in public spenin oul povie a fuhe boos o economic aciviy via consumpion 8

10 accouns, in mos cases fo he peio beeen 960 an 203 he ax aes ae base on Euosa aa fo mos counies fo he peio of he efiniions of all vaiables an souces ae in Appenix D n ou economeic esimaions, e focus only on he componens of ovenmen expeniues ha ae pa of DP hese ae he oss capial fomaion, he iniviual consumpion expeniue an he collecive consumpion expeniue of he eneal ovenmen On aveae, i an consiue ouhly 50 pe cen of oal ovenmen expeniue in ou sample An impoan pa of he emainin ovenmen expeniues ae social benefis in cash an ohe cuen ansfes hese have been inclue in ou heoeical moel (see secion 2) bu no in ou empiical esimaions ue o limie aa availabiliy (e social benefis in cash sa only in 995 fo mos EU5 counies) Moeove, in ou economeic esimaions e inclue only he ax evenues, hich ae he bies pa of ovenmen evenues, leavin asie ohe evenue seams such as popey income o naional insuance paymens We esimae sepaae sinle equaions fo consumpion, invesmen, expos, impos, omesic pices an expo pices We choose he sinle equaion appoach (SEA) appoach because i allos a cleae inepeaion of he esuls an pemis us o eal ih he fac ha he ime peio of ou sample is quie sho Hoeve, he main limiaion of he SEA appoach is ha i mih inouce some bias esulin fom enoeneiy issues, hich mih aise fom he fac ha he ae shae an he ovenmen expeniue-o-dp aio ae auably a funcion of oupu hese coul be ackle by usin a VAR o an insumenal vaiable meho Hoeve, as iscusse in Onaan an Obs (206), hese mehos have hei on limiaions Mos impoanly, i is necessay o have a lae numbe of obsevaions, hich is no he case in ou sample Hence, e have chosen o use a SEA appoach, hich is also in line ih he fac ha ou moel is a shoun one, an e have easonably assume ha he ime la of he impac of oupu on isibuion an ovenmen expeniue is lone han one yea Uni oo ess sues ha mos of ou vaiables ae ineae of oe one 4 he pofi shae is saionay in Denmak eece Spain Seen an he UK Hence e use his vaiable in is level in hese counies We fis esimae eo-coecion moels (EM) f no coineaion is 4 Resuls ae available upon eques 9

11 foun, he equaions ae esimae in iffeences We sa ih eneal specificaions an only keep hose vaiables, hich ae saisically sinifican n oe o es fo auocoelaion e use he Beusch-ofey es n he case of auocoelaion, eihe e keep he lae epenen vaiable o a an AR() em As ouline in Onaan an Obs (206), e eive he lon-em coefficiens (elasiciies) usin o iffeen mehos epenin on hehe hee is a sho-un (iffeence fom) o a lon-un elaionship (EM) amon he vaiables 4 Esimaion esuls he esimaion esuls fo ou consumpion funcion (equaion ) ae iven in able he hypohesis ha he mainal popensiy o consume (MP) ou of pofi income is lae han he popensiy o consume ou of ae income is confime in all counies able able 2 pesens he effecs on pivae invesmen base on equaion (2) hee ae posiive saisically sinifican effecs of ovenmen expeniue in 9 EU counies: Ausia, Finlan, eece, emany, elan, he Nehelans, Poual, Spain, an Seen his epesens he vas majoiy of ou sample an hence inicaes he impoance of fiscal expansion fo he simulus of pivae invesmen hee is only one couny (Fance) in hich he effecs of ovenmen expeniue on pivae invesmen ae neaive 5 able 2 We fin son an sinifican acceleao effecs of pivae eman on pivae invesmen in all counies Reain he afe-ax pofi shae, he effecs ae moe vaie has no saisically sinifican effec in 9 counies: Ausia Denmak Finlan emany eece elan Poual Spain an he UK 6 n hese cases, he effecs ae eae as zeo hen e calculae he oal effecs on excess eman We fin sinifican neaive effecs of an incease in public eb on pivae 5 We also foun neaive sinifican effecs fo he UK in he full sample in some specificaions Hoeve, hen unnin a obusness check ih a euce sample pio o he cisis ( ) he sinifican neaive effecs in he UK o no hol ue Hence, e epo he specificaion hee ovenmen expeniue is insinifican an oppe Fo Fance he neaive effecs of ovenmen expeniue hol ue also in he euce sample, hence e keep he oiinal esimaion 6 When e compae ou esuls o pevious finins in he empiical lieaue (Onaan an Obs 206) e fin a eneal beakon of he pofi-invesmen nexus since he sa of he ea Recession in 2007 akin afe-ax pofis his issue becomes even moe appaen Only 5 EU counies have a saisically sinifican pofiabiliy effec 0

12 invesmen, hich epesens evience of coin ou effecs in 8 counies: Belium, Finlan, Fance, elan, Poual, Spain, Seen an he UK Appenix E epos he esimaions fo invesmen specificaion (2 ), hich ecomposes he ovenmen expeniue in i, an As ouline in secion 2, his specificaion is heoeically ou pefee one bu ue o he sho ime seies aa an mulicollineaiy issues, he esimae coefficiens ae no use fo he policy analysis in he nex secions he esuls sho ha public invesmen has sinifican posiive effecs on pivae invesmen in he majoiy of he EU5 counies niviual an collecive ovenmen consumpion expeniues have sinifican posiive effecs on pivae invesmen in some counies ( in Denmak, eece, he Nehelans, Seen, an i in Ausia, Fance, elan, aly, an Poual), bu in some ohe counies he effecs ae eihe insinifican o even neaive he esimaion esuls fo omesic pices, expo pices, expos, an impos ae epoe in ables 3 o 6 he esuls ae in line ih ou expecaions; hoeve, hee ae no sinifican effecs of expo pices elaive o impo pices on expos in Belium, elan, Luxembou, he Nehelans an Poual We also fin no saisically sinifican effecs of omesic pices elaive o impo pices on impos in Denmak, Finlan, emany, eece, Luxembou, an he UK An incease in ovenmen expeniue leas o an incease in impos in 6 counies: Belium, emany, elan, Poual, Seen, an he UK Reain R on consumpion, e fin saisically sinifican effecs on omesic pices in 7 counies: Finlan, elan, aly, Poual, Spain, Seen, an he UK oncenin expo pices e fin saisically sinifican effecs in only 3 counies: Denmak, emany an aly able 3 able 4 able 5 able 6 We have un a seies of obusness checks fo consumpion an invesmen esimaions 7 Fo consumpion, e have checke he obusness of ou esuls usin iffeen sample sizes: ; ; Ou esuls ae obus excep fo Spain Hee, e fin eihe 7 Resuls ae available upon eques

13 insinifican o pevese effecs of pofi income on consumpion fo he full sample, hich is a os ih ou pevious esimaions an he empiical lieaue (Onaan an Obs, 206) 8 Hence, e have kep he full sample fo all EU5 counies, bu Spain, hee esimaion is base on he pe-cisis peio n he case of invesmen, he esuls ae obus if e esimae specificaion 2 fo he pe-cisis peio of Effecs of ae an fiscal policies Usin ou economeic esimaions, e simulae he effecs of a %-poin ecease in he pofi shae (π) on aeae eman, pivae invesmen, an pimay bue balance (policy ; see Appenices A an B fo eails) We consie boh he case in hich his ecease akes place only in one couny iniviually an he case in hich he pofi shae eceases in all counies in he EU5 simulaneously able 7 pesens he esuls olumn A epos ho excess eman chanes as a esponse o an iniviual ecline in he pofi shae of a couny, hich is he sum of he paial effecs of he pofi shae on consumpion, invesmen, ovenmen expeniue an ne expos as a aio o DP hese paial effecs ae pesene in able F in Appenix F (noe ha he ovenmen expeniue/dp oes no chane hen π eclines) hee poins ae oh menionin Fis, in he majoiy of counies he posiive paial effecs of a ecease in π on consumpion ae hihe in compaison ih he esuls pesene in Onaan an Obs (206) his is explaine by he incopoaion of axes aes in he moel, hich ens o incease he iffeences in he popensiies o consume ou of aes an pofis Secon, he paial effec on invesmen of an incease in π is eihe posiive o saisically insinifican hi, all counies, excep Belium, exhibi a aele eman eime neesinly, incopoain he effecs of π on ne expos oes no chane he naue of he eman eime compae o he omesic eman eime able 7 olumn B epos he muliplies, hich capue he secon-oun effecs of he chane in eman inuce by he ecline in π Wih he excepion of Luxembu, he muliplies ae above 8 Esimain a euce sample size ( ) shos ha he pevese effecs ae iven by he sinifican eucion of R on capial fom 42% o 26% uin he cisis peio 2

14 one an ane beeen 4 (elan) an 505 (eece) 9 n compaison o he muliplies esimae in Onaan an Obs (206), hee fiscal policy as no aken ino accoun, he muliplies epoe in able 7 ae hihe fo all counies Noe ha he incopoaion of fiscal policy ens o incease he muliplie because a ise in oupu inceases (since κ is fixe) an eceases he ovenmen eb-o-dp aio Boh of hese effecs incease pivae invesmen Hoeve, i also ens o ecease he muliplie because a ise in inceases impos olumn shos he effecs of a %-poin fall in π on eman an oupu afe he muliplie effecs he counies in hich he posiive oh effecs of a ecline in π ae sone ae eece Spain an emany Mos impoanly, hen he ecline in π akes place in all counies simulaneously (olumn ), he oh effecs ae einfoce n aiion, he only couny (Belium) in hich aeae eman as pofi-le, also exhibis no ae-le oh Oveall, a simulaneous ecline in he pofi shae in all counies leas o an incease in he EU5 DP by 64% 0 olumn D efes o pivae invesmen A % fall in π impoves pivae invesmen in he majoiy of EU5 counies (ih he excepion of Belium, aly, an he Nehelans) When his fall akes place in all counies simulaneously (olumn H), pivae invesmen impoves in all counies On aveae, pivae invesmen in he EU5 inceases by 050%-poins as a aio o DP A fall in π leas o an impovemen in he pimay bue balance in all counies (olumn E) hese posiive effecs ae einfoce hen π eclines simulaneously in all counies (olumn ) A %-poin simulaneous fall in π leas o an impovemen in he pimay bue balance of all counies ue o he fac an incease in he ae shae has posiive effecs on DP he effecs ane fom 005%-poins (UK) o 09%-poins (Spain) Finally, e analyse he exen o hich a ae simulus in he EU5 counies oul exe inflaionay pessues Pices incease by ouhly 3% folloin an isolae ecline in π by %- poin (olumn F) an by 5% if π eclines simulaneously in all counies (olumn J) Hence, he ise in inflaion because of a ae simulus is quie moeae 9 Sockhamme e al (2009) fin muliplies anin beeen 38 an 269 fo he Euo aea 0 Onaan an Obs (206) foun a ecline in EU5 DP by 030% folloin a % fall in he ae shae in Euope 3

15 We no un o he effecs of fiscal policy Policy 2 capues he incease in he ovenmen expeniue-o-dp aio (κ ) by %-poin he effecs of his policy ae pesene in able 8 An incease in κ in each couny iniviually inceases DP sinificanly As shon in olumn he effec anes fom ouhly 056% (Luxembu) o 783% (eece) he effecs become much moe posiive hen all counies incease ovenmen expeniues simulaneously (olumn F) his is ue o hih coss-couny spill-ove effecs Oveall, he EU5 DP inceases by 37% able 8 An incease in ovenmen expeniue also leas o a ise in invesmen (olumn D), inicain ha he coin-in effecs ovepoe he coin-ou effecs Aain, he effec is sone hen fiscal policy is implemene in cooinaion as oppose o in isolaion (olumn ) Hoeve, as shon in olumn E a %-poin incease in κ leas o a eeioaion of he pimay bue in almos all counies (he only excepion is Spain) he eucion anes fom 047%-poins (Ausia) o 098%-poins (eece) his eucion is, hoeve, loe hen ovenmen spenin inceases in all counies simulaneously (see olumn H) Policy 3 efes o a %-poin incease in R on capial income ( ) s effecs ae epoe in able 9 As a esul of an isolae ise in, oupu eceases in all counies excep in Finlan (olumn ) his eucion is slihly sone hen inceases simulaneously in all counies (incluin Finlan) Oveall EU5 DP oul ecease by 03% As expece, a hihe euces consumpion an pivae invesmen an impoves he pimay bue balance (see olumns an H) able 9 able 0 shos he effecs of policy 4, hich capues a %-poin ecease in R on labou income ( ) his policy has a sinifican posiive effec on consumpion, hich leas o boh hihe oupu an pivae invesmen When i is implemene simulaneously in all counies, i causes, on aveae, an incease in he EU5 DP by 68% (see olumn F) an an incease in he EU5 pivae invesmen by 056%-poins (see olumn ) neesinly, he pimay bue he empiical sinificance of spill-ove effecs as ell as he impoance of cooinaion of fiscal policies is also confime in Auebach an oonichenko (203) 4

16 balance impoves as a esul of policy 4 (see olumns E an H) he son posiive effecs on consumpion esul in a sinifican incease in he evenues ha come fom he axaion of consumpion his counebalances he ecease in he axes on labou able 0 6 Policy mix scenaios fo ealiaian oh an susainable fiscal policies n his secion, e se ou he effecs of hee policy mixes: (a) a combinaion of po-labou ae policy an expansionay fiscal policy base on a %-poin incease in he pe-ax ae shae an a %-poin incease in public spenin (policy mix ); (b) a combinaion of a poessive ax policy base on a %-poin fall in he ax ae on aes an a %-poin incease in he ax ae on pofis (policy mix 2), an (c) a policy mix ha combines policies -4 (policy mix 3) he effecs ae pesene in able We consie only he case in hich hese policy mixes ae implemene simulaneously in all counies able olumn A shos ha a combine incease in he ae shae an ovenmen expeniue has lae posiive effecs on oupu of each naional economy ih values anin beeen 240% (elan) an 345% (eece) Oveall, he EU5 DP oul incease by 535% olumn B pesens he impac of policy mix 2 he posiive effecs of a fall in he R on labou income on consumpion oueih he neaive effecs of a ise in he R on capial income on pivae invesmen as ell as consumpion All counies expeience posiive effecs ih values anin beeen 052% (elan) an 34% (Spain) Oveall EU5 DP inceases by 37% he effecs of policy mix 3 ae sones in Finlan (204%), eece (529%), an Spain (65%) (see olumn ) As shon above, in hese counies hee ae lae iffeences in MP, no sinifican effec of π on pivae invesmen an he coin-in effecs on pivae invesmen ae son Oveall, he EU5 DP inceases by 672%, hich is sinificanly hihe han he ohe cases, illusain he impoance of a moe compehensive policy mix of ae, axaion an invesmen policies Policy mix 3 also leas o hihe pivae invesmen in all counies (see olumn D) he effecs ae sones in counies ih sinifican posiive effecs of ovenmen expeniue on pivae invesmen; fo insance, i inceases by 363%-poins in Ausia o 592%-poins in Finlan he 5

17 effecs ae eake in counies ihou sinifican posiive effecs of ovenmen expeniue on pivae invesmen bu ih sinifican neaive effecs of public eb, such as in Belium (098%- poins) o in he UK (094%-poins) Finally, e esimae he impac of policy mix 3 on he pimay bue balance-o-dp aio (see olumn E) his policy mix inceases he pimay bue balance in all counies On aveae, he bue balance in he EU5 counies impoves by 086%-poins 7 onclusion his pape evelope a muli-couny pos-kaleckian heoeical moel aumene by a ovenmen seco he moel as esimae fo EU5 counies an he esuls ee use o examine he effecs of ae an fiscal policies on oh, invesmen an bue balance he empiical analysis has shon ha a simulaneous ecline in he ae shae in a hihly ineae Euopean economy leas o a ecline in oh hee is oom o simulae eman in an economic climae of sluish oh: a %-poin simulaneous incease in he ae shae a he Euopean level coul lea o an incease in EU5 DP by 64% he neaive effecs of a fall in he ae shae on consumpion ovepoe he posiive effecs on invesmen in 4 Euopean counies When consiein afe-ax income, he iffeences in mainal popensiy o consume ou of ae vesus pofi income ae sinificanly lae in he majoiy of he EU5 counies, compae o he pevious empiical lieaue Moeove, he eneal beakon of he pofi-invesmen nexus becomes even moe appaen, hen invesmen is esimae as a funcion of afe-ax pofis Hence, omesic eman is clealy ae-le in he EU5 neesinly, ineain he foein seco oes no lea o a chane in he impac of isibuion on eman since omesic eman is sonly ae-le heefoe, in isolaion, ihou he inenaional spill-ove effecs, e fin 4 counies o be ae le an couny o be pofi-le We fin evience fo boh coin-in an coin-ou effecs of fiscal spenin on pivae invesmen On he one han, ovenmen expeniue enhances pivae invesmen in 9 EU5 counies On he ohe han, public eb has a neaive effec on pivae invesmen in 8 counies Hoeve, he neaive effecs of public eb ae small compae o he posiive effecs of public spenin, inicain ha pivae invesmen is oveall posiively affece by fiscal expansion 6

18 As an oucome of a ae-le ecovey scenaio, he majoiy of he counies oul expeience inceasin pices bu by ell belo 2% his implies ha if he inflaion ae is iniially close o 0%, a ae simulus in he EU5 oul no lea o an inflaion ae hihe han he EB ae inflaion ae of 2% n fac, i oul help keep he Euopean economy aay fom eflaion A combine an simulaneous chane of a %-poin incease in he pe-ax ae shae an %-poin incease in public spenin leas o an incease in he EU5 DP by 535% an hence inicaes he impoance of a compehensive policy mix ha combines ae-le an public invesmen policies in Euope he impac of ealiaian ae policies ae posiive bu small; hoeve hen mixe ih he much sone impac of fiscal expansion, he oveall simulus is much moe effecive in achievin boh aes of income equaliy an son job ceaion he hypohesis ha a moe poessive ax sysem poenially simulaes eman is confime in ou empiical esimaions A eisibuive ax policy leas o an incease in EU5 DP by 37% he posiive effecs of a eucion of he ax ae on aes sinificanly inuce consumpion an hus oueih he neaive effecs on invesmen spenin (an consumpion eman) ue o an incease in he axaion of pofi income Finally, e simulae he impac of a combine policy mix ha inclues a po-labou ae policy, an expansionay fiscal policy an a poessive ax policy As expece, his policy mix leas o much sone oh effecs an inceases he EU5 DP by 672% We also analyse he impac of expansionay fiscal policy on he pimay bue balance A combine policy mix leas o an impovemen in he bue balance in all he EU5 counies he posiive muliplie effecs on eman an oh lea o a ise in axes ha oueihs he avese effecs of hihe ovenmen spenin on he bue balance On aveae, he bue balance impoves by 069%-poins in he EU5 counies Hence, expansionay fiscal policy is susainable hen ae an public spenin policies ae combine ih poessive ax policy; he impac is sone hen hese policies ae implemene in a cooinae fashion acoss Euope ue o son posiive spill-ove effecs on eman Oveall, ou analysis shos ha he incopoaion of axes on capial an labou in he pos- Kaleckian open economy moel inceases he likelihoo of a ae-le eman eime n aiion, he ineaion of public spenin inceases he muliplie effecs an amplifies he aele oucome his hihlihs he impoance of he combinaion of fiscal policy ih policies 7

19 aein a moe equal income isibuion his combinaion is impoan no only fo achievin hihe oh, hihe invesmen an moe susainable fiscal sances, bu also fo achievin ohe cucial social an envionmenal aes, such as lo cabon emissions an ene equaliy he combine use of fiscal an ae policies fo he achievemen of hese aes can be he subjec of fuue eseach 8

20 Refeences AMEO 206 Annual maco-economic aabase of he Euopean ommission Available a: hp://eceuopaeu/economy_finance/ameco/use/seie/selecseiecfm [Accesse 03206] Auebach A J an oonichenko 203 Oupu spilloves fom fiscal policy he Ameican Economic Revie 03:4-46 Bao R J 2000 nequaliy an oh in a panel of counies Jounal of Economic oh 5:5-32 Be A Osy J D an Zeelmeye J 202 Wha makes oh susaine? Jounal of Developmen Economics 98:49-66 Blancha O J 2006 Macoeconomics Ne ok Penice Hall Blancha O J an Leih D 203 oh foecas eos an fiscal muliplies Ameican Economic Revie 03:7-20 Blecke R A 999 Kaleckian maco moels fo open economies n: Depez J an Havey J (es) Founaions of nenaional Economics: Pos Keynesian Pespecives chap 5 Lonon Roulee Blecke R A 2002 Disibuion Deman an oh in Neo-Kaleckian Maco Moels n: Seefiel M (e) he Economics of Deman-Le oh: hallenin he Supply-Sie Vision of he Lon Run helenham, UK an Nohampon, MA: Ea Ela ommenaoe P, Panico an Pino A 20 he influence of iffeen foms of ovenmen spenin on isibuion an oh Meoeconomica 62:-23 Dauey E an acia-penalosa 2007 he pesonal an he faco isibuions of income in a coss-secion of counies Jounal of Developmen Suies 43: Du A K 203 ovenmen spenin, aeae eman, an economic oh Revie of Keynesian Economics :05-9 Euopean ommission 2000 Sucues of he axaion sysems in he Euopean Union Bussels: Euopean ommission Euosa 205 Daabase online ou key o Euopean saisics Available a: hp://eceuopaeu/euosa/eb/poucs-aases/-/ec009 [Accesse 2205] eche S 205 Wha fiscal policy is mos effecive? A mea-eession analysis Oxfo Economic Papes 67: Hein E an Voel L 2008 Disibuion an oh econsiee: empiical esuls fo six OED counies ambie Jounal of Economics 32:479-5 Hein E 206 Auonomous ovenmen expeniue oh, eficis, eb an isibuion in a neo-kaleckian oh moel eam- Wokin Pape Seies N 2/206 Available a: hp://econpapesepeco/pape/csnpape/206-02hm [Accesse 2205] Menoza E, Milesi-Feei an Asea P 997 On he ineffeciveness of ax policy in alein lon-un oh: Habee s supeneualiy conjecue Jounal of Public Economics 66:99-26 Mo an Slaey E 994 ax incience an macoeconomic effecs in a Kaleckian moel hen pofis finance affecs invesmen an pices may espon o axes Jounal of Pos Keynesian Economics 6: Naasepa W an Som S 2006 OED eman eimes ( ) Jounal of Pos Keynesian Economics 29:

21 OED 206 Naional Accouns Available a: hps://sasoeco/nexaspx?daaseoe=naa [003206] Onaan Ö, Sockhamme E an afl L 20 Financialisaion, income isibuion an aeae eman in he USA ambie Jounal of Economics 35: Onaan Ö, Boesch V an Leibech M 202 Ho oes lobalizaion affec he implici ax aes on labo income, capial income, an consumpion in he Euopean Union? Economic nquiy 50: Onaan Ö an alanis 204 ncome isibuion an oh: a lobal moel Envionmen an Plannin A 46: Onaan Ö an Obs 206 Wae-le oh in he EU5 membe-saes: he effecs of income isibuion on oh, invesmen, ae balance an inflaion ambie Jounal of Economics 40:57-55 Palley 2009 mpos an he income-expeniue moel: implicaions fo fiscal policy an ecession fihin Jounal of Pos Keynesian Economics 32:3-322 Palley 203 ambie an neo-kaleckian oh an isibuion heoy: compaison ih an applicaion o fiscal policy Revie of Keynesian Economics :79-04 Palley 204 Rehinkin ae vs pofi-le oh heoy ih implicaions fo policy analysis MK Wokin Pape Duesselof Rohon R 98 Deman, eal aes an economic oh hames Papes in Poliical Economy Auumn -39 epine in Sui Economici (982) 8:3-54 Seuino S 202 Macoeconomics, human evelopmen, an isibuion Jounal of Human Developmen an apabiliies 3:59-8 Sockhamme E 207 Deeminans of he ae shae: a panel analysis of avance an evelopin economies Biish Jounal of nusial Relaions 55():-3 Sockhamme E, Onaan Ö an Eee S 2009 Funcional income isibuion an aeae eman in he Euo aea ambie Jounal of Economics 33:

22 able onsumpion: epenen vaiable lo (equaion ) c lo(- AR DW R 2 )R lo(- )W lo( - ) Sample A (3760) *** (3792) *** (5950) *** B (5795) *** (252) ** (407) *** DK (434) (987) ** (3089) *** FN (5386) *** (4455) *** (6445) *** F (6307) *** (300) *** (5802) *** D (576) (73) * (37) *** (3726) *** R (3396) *** (3902) *** (569) *** (202) ** RL (2036) ** (30) *** (5058) *** (2867) ** (480) *** (3596) *** (3855) *** L (4087) *** (345) *** (4920) *** NL (0040) (3340) *** (3673) *** (4878) *** P (4495) *** (5287) *** (6867) *** E (350) *** (236) ** (532) *** S (2640) ** (0666) (270) *** (924) * UK (3268) *** (4288) *** (676) *** (205) ** Noe: -saisics ae epoe in he paenheses, *, **, an *** san fo 0%, 5%, an % sinificance levels especively Since hee ae no aa fo R on capial income in Luxembu, he eession fo his couny is esimae base on he pe-ax income A = Ausia B = Belium DK = Denmak FN = Finlan F = Fance D = emany R = eece RL = elan = aly L=Luxembu NL = Nehelans P = Poual E = Spain S = Seen UK = Unie Kinom 2

23 able 2 Pivae invesmen: epenen vaiable lo (equaion 2) c lo(- lo p- lo - lo lo - lod/ lo(d / ) - lo - lo p - lo - lo(d / ) - DW R 2 )π - lo(- )π lo(- )π lo p AR Sample A (45) (433) (43) *** (724) * -(62) B (0402) (2667) *** (537) *** -(2766) *** DK (0855) (42) (0928) *** FN (38) *** -(0394) (6958) *** -(2436) ** -(423) *** -(5203) *** (308) *** (3925) *** -(4063) *** F (2638) *** (3002) *** (9538) *** -(3076) *** -(5365) *** D (3457) *** (0002) (0578) *** (2228) ** (808) * -(2974) * (3397) *** R (0585) (63) (760) *** (829) * -(648) * RL (038) (0970) (339) -(448) *** -(3262) * (958) * (95) * -(3007) *** (225) ** (722) * (8303) *** (243) ** L (420) (0675) (472) *** NL (2979) *** (2644) *** (7732) *** (864) * P (3969) *** -(398) (6286) *** (838) * (965) ** -(3732) ** (3684) *** -(250) ** E (2528) ** (7) (3832) *** (258) ** -(3408) *** -(3792) ** (3540) *** (229) ** S (869) * (2206) ** (7229) *** (2465) ** -(2593) *** UK (2377) ** (32) (9743) *** -(2392) ** -(3680) ** (3542) *** Noe: -saisics ae epoe in he paenheses, *, **, an *** san fo 0%, 5%, an % sinificance levels especively Since hee ae no aa fo R on capial income in Luxembu, he eession fo his couny is esimae base on he pe-ax capial income A = Ausia B = Belium DK = Denmak FN = Finlan F = Fance D = emany R = eece RL = elan = aly L=Luxembu NL = Nehelans P = Poual E = Spain S = Seen UK = Unie Kinom 22

24 able 3 Pice eflao: epenen vaiable lop (equaion 9) c lop m lop lo(ulc ) AR DW R 2 m - lop - lo(ulc ) - lo(+ c ) Sample A (2433) ** (375) *** (5320) *** (4952) *** B (3985) *** (672) *** (497) *** (2456) *** (3662) *** DK (2423) ** (5266) *** (4037) *** (2698) *** FN (2299) ** (572) *** (228) ** (5399) *** (2336) ** F (78) * (3580) *** (4635) *** (624) * D (4498) *** (635) * (778) *** (8452) *** R (2870) *** (6435) *** (5932) *** RL (248) ** (2872) *** (252) ** (2309) ** (2727) *** (333) (4292) *** 8934 *** (325) *** (479) *** L (480) *** (5076) *** -(3605) *** (3284) *** NL (2492) ** (4599) *** (3656) *** (2687) *** P (0982) (348) *** (3584) *** (924) *** (870) * E (97) ** (2700) *** (528) *** (2335) ** (7580) *** S (3032) *** (395) *** (5372) *** (6697) *** (2553) ** UK (0769) (206) (749) *** (29) *** (708) * Noe: -saisics ae epoe in he paenheses, *, **, an *** san fo 0%, 5%, an % sinificance levels especively A = Ausia B = Belium DK = Denmak FN = Finlan F = Fance D = emany R = eece RL = elan = aly L=Luxembu NL = Nehelans P = Poual E = Spain S = Seen UK = Unie Kinom 23

25 able 4 Expo pice eflao: epenen vaiable lop x (equaion 0) c lop m lop m - lop x - lo(ulc ) lo(ulc ) - lo(+ cf ) lop x - lo(ulc ) - lop m - lo(+ cf - ) AR DW R 2 Sample A (060) (5385) *** (3490) *** B (0674) (2633) *** (920) * DK (3965) *** (8834) *** (66) * -(4344) *** (4262) *** (3904) *** FN (08) (5279) *** (262) *** F (025) (2465) *** (3074) *** (424) *** D (2543) *** (3884) *** (38) *** (303) *** -(328) * (3683) *** (257) ** (3207) *** R (3237) *** (2355) *** (63) * -(434) *** (3536) *** (3250) *** RL (0009) (0398) *** (946) * (0240) (33334) *** (3370) *** (2886) *** (757) * -(355) *** L (2389) ** -(0006) (704) * NL (025) (877) * (823) * P (67) (5640) *** -(2640) *** (296) -(3867) *** -(6498) *** (7425) *** (937) * E (07) (9092) *** (329) (372) *** (3905) *** S (066) (626) *** (2509) *** UK (305) *** (3998) *** (2084) ** -(4725) *** (4975) *** (372) *** Noe: -saisics ae epoe in he paenheses, *, **, an *** san fo 0%, 5%, an % sinificance levels especively A = Ausia B = Belium DK = Denmak FN = Finlan F = Fance D = emany R = eece RL = elan = aly L=Luxembu NL = Nehelans P = Poual E = Spain S = Seen UK = Unie Kinom 24

26 able 5 Expos: epenen vaiable lox (equaion ) c lo(p loe AR DW R 2 x /P m ) - lo(p x /P m ) lo Sample A (283) *** -(577) *** (9008) *** B (3264) *** -(0728) (0045) *** DK (0483) -(358) *** (6445) *** FN (3074) *** -(2003) ** (645) *** (3077) *** F (78) * -(3075) *** (7689) *** (665) * (2684) *** D (45) -(876) * (5376) *** R (342) -(805) * (3968) *** RL (2223) ** -(0903) (255) ** (2608) *** (38) *** -(994) ** (8285) *** L (62) (0789) (4893) *** (2064) ** NL (268) *** -(38) (0955) *** (476) *** P (0799) (354) (440) *** (2383) ** E (085) -(224) ** (6029) *** S (3009) *** -(295) *** (7877) *** (3832) *** UK (052) -(3708) *** (4696) *** Noe: -saisics ae epoe in he paenheses, *, **, an *** san fo 0%, 5%, an % sinificance levels especively A = Ausia B = Belium DK = Denmak FN = Finlan F = Fance D = emany R = eece RL = elan = aly L=Luxembu NL = Nehelans P = Poual E = Spain S = Seen UK = Unie Kinom 25

27 able 6 mpos: epenen vaiable lom (equaion 2) c lo(p /P m ) lo(p /P m ) - lom - lo lo p- lo lo - loe lom - lo(p /P m ) - lo p- lo - AR DW R 2 p Sample A (009) (985) ** (8983) *** B (0436) (3794) *** -(2355) ** (7379) *** (2373) ** (757) * DK (239) ** (0498) (8823) *** FN (0474) (273) (2448) *** F (2486) ** (2388) ** -(3460) *** (838) *** D (699) * (0763) (9087) *** (657) * R (0067) (0553) (5743) *** (2497) ** RL (376) *** (3925) *** (3503) *** (2248) ** (835) * (2570) ** -(3265) * (3246) *** (070) (2329) ** (052) *** L (07) -(068) (6925) *** NL (064) (395) *** (82) * (9365) *** P (487) *** (3683) *** (6464) *** (2986) *** -(2598) *** -(7969) *** (3583) *** (6464) *** (6409) *** E (0096) (227) ** (8222) *** S (548) *** (206) *** (690) * -(504) *** (4262) *** (452) *** (395) *** UK (4484) *** (0826) (053) *** (457) *** -(4633) *** (4720) *** (2806) Noe: -saisics ae epoe in he paenheses, *, **, an *** san fo 0%, 5%, an % sinificance levels especively A = Ausia B = Belium DK = Denmak FN = Finlan F = Fance D = emany R = eece RL = elan = aly L=Luxembu NL = Nehelans P = Poual E = Spain S = Seen UK = Unie Kinom 26

28 able 7 he effecs of an isolae an a simulaneous %-poin fall in he pofi shae (π) Noe: A = Ausia B = Belium DK = Denmak FN = Finlan F = Fance D = emany R = eece RL = elan = aly L=Luxembu NL = Nehelans P = Poual E = Spain S = Seen UK = Unie Kinom * hane in each couny is muliplie by is shae in EU5 DP 27

29 able 8 he effecs of an isolae an a simulaneous %-poin incease in ovenmen expeniue-o-dp (κ) Noe: A = Ausia B = Belium DK = Denmak FN = Finlan F = Fance D = emany R = eece RL = elan = aly L=Luxembu NL = Nehelans P = Poual E = Spain S = Seen UK = Unie Kinom * hane in each couny is muliplie by is shae in EU5 DP 28

30 able 9 he effecs of an isolae an a simulaneous %-poin incease in R on capial income () Noe: A = Ausia B = Belium DK = Denmak FN = Finlan F = Fance D = emany R = eece RL = elan = aly L=Luxembu NL = Nehelans P = Poual E = Spain S = Seen UK = Unie Kinom * hane in each couny is muliplie by is shae in EU5 DP 29

31 able 0 he effecs of an isolae an a simulaneous %-poin ecease in R on labou income () Noe: A = Ausia B = Belium DK = Denmak FN = Finlan F = Fance D = emany R = eece RL = elan = aly L=Luxembu NL = Nehelans P = Poual E = Spain S = Seen UK = Unie Kinom * hane in each couny is muliplie by is shae in EU5 DP 30

32 able he effecs of a simulaneous chane of he policy mix in all counies Noe: A = Ausia B = Belium DK = Denmak FN = Finlan F = Fance D = emany R = eece RL = elan = aly L=Luxembu NL = Nehelans P = Poual E = Spain S = Seen UK = Unie Kinom * hane in each couny is muliplie by is shae in EU5 DP 3

33 32 Appenix A Effecs of isolae chanes in pofi shae an fiscal policy on aeae eman, pivae invesmen an pimay bue balance A Effecs of chanes in pofi shae he oal effec of a chane in pofi shae ( ) in equilibium aeae eman (AD) is iven by: NX (A) Diviin houh by : NX (A2) an (A3) (A4) NX NX NX (A5) (A6) he oal effec of on pivae invesmen/dp is calculae as: D D D D (A7) Subsiuin equaions (A3) (A7) (A5) an (A6) ino (A2) an solvin fo, e obain: D D NX NX D (A8) n Equaion (A8) he em D D NX capues he muliplie effec an has o be posiive fo sabiliy he effec of an isolae %-poin incease in on

The effects of income distribution and fiscal policy on growth. investment and budget balance: the case of Europe

The effects of income distribution and fiscal policy on growth. investment and budget balance: the case of Europe he effes of inome isibuion an fisal poliy on oh invesmen an bue balane: he ase of Euope homas Obs, Özlem Onaan, Maia Nikolaii Absa his pape evelops a muli-ouny pos-kalekian eman-le oh moel ha inopoaes

More information

A snapshot of SO 2 concentrations in Australian wines

A snapshot of SO 2 concentrations in Australian wines A snapshot of SO 2 concentations in Austalian ines Sulfu dioxide (SO 2 ) is a pesevative idely used in foods and beveages. In inemaking, SO 2 is a vey common additive, due to its antioxidant and antimicobial

More information

AN ECONOMIC EVALUATION OF THE HASS AVOCADO PROMOTION ORDER S FIRST FIVE YEARS

AN ECONOMIC EVALUATION OF THE HASS AVOCADO PROMOTION ORDER S FIRST FIVE YEARS AN ECONOMIC EVALUATION OF THE HASS AVOCADO PROMOTION ORDER S FIRST FIVE YEARS A REPORT PREPARED FOR THE HASS AVOCADO BOARD BY Hoy F. Carman Lan Li Richard J. Sexon 1 March 30, 2009 1 Hoy F. Carman is Professor

More information

Duration models. Jean-Marie Le Goff Pavie-Unil

Duration models. Jean-Marie Le Goff Pavie-Unil Duraion models Jean-Marie Le Goff Pavie-Unil Oher erms for duraion models Duraion models: economery Survival analysis : medical sciences, demography Even hisory analysis, ransiion analysis : social sciences

More information

The Spillover Effects of U.S. and Japanese Public Information News in. Advanced Asia-Pacific Stock Markets

The Spillover Effects of U.S. and Japanese Public Information News in. Advanced Asia-Pacific Stock Markets The Spillover Effecs of U.S. and Japanese Public Informaion News in Advanced Asia-Pacific Sock Markes Suk-Joong Kim Absrac School of Banking and Finance The Universiy of New Souh Wales UNSW SYDNEY 2052

More information

INSTITUTIONAL INVESTOR SENTIMENT

INSTITUTIONAL INVESTOR SENTIMENT 9. INSTITUTIONAL INVESTOR SENTIMENT AND MARET RETURNS: EVIDENCE FROM THE TAIWAN FUTURES MARET Absrac Ralph Yang-Cheng LU 2 Hsiu-Chuan LEE 3 Peer CHIU 4 This sudy explores he dynamic relaionship beween

More information

DOCUMENTOS DE ECONOMÍA Y FINANZAS INTERNACIONALES. Working Papers on International Economics and Finance

DOCUMENTOS DE ECONOMÍA Y FINANZAS INTERNACIONALES. Working Papers on International Economics and Finance DOCUMENTOS DE ECONOMÍA Y FINANZAS INTERNACIONALES Working Papers on Inernaional Economics and Finance DEFI 11-07 Ocober 2011 Susainabiliy of exernal imbalances in he OECD counries Oscar Bajo-Rubio Carmen

More information

Volume-Return Relationship in ETF Markets: A Reexamination of the Costly Short-Sale Hypothesis

Volume-Return Relationship in ETF Markets: A Reexamination of the Costly Short-Sale Hypothesis Journal of Applied Finance & Banking, vol., no. 6,, -4 ISSN: 79-658 (prin version), 79-6599 (online) Scienpress Ld, Volume-Reurn Relaionship in ETF Markes: A Reexaminaion of he Cosly Shor-Sale Hypohesis

More information

The Influence of Earnings Quality and Liquidity on the Cost of Equity

The Influence of Earnings Quality and Liquidity on the Cost of Equity Inernaional Business Research; Vol. 8, No. 4; 2015 ISSN 1913-9004 E-ISSN 1913-9012 Published by Canadian Cener of Science and Educaion The Influence of Earnings Qualiy and Liquidiy on he Cos of Equiy Ming-Feng

More information

Price convergence in the European electricity market

Price convergence in the European electricity market Price convergence in he European elecriciy marke Dr. E. Dijkgraaf Prof.dr. M.C.W. Janssen Erasmus Compeiion and Regulaion insiue Erasmus Universiy Roerdam Augus 7 7 Conac: Elber Dijkgraaf SEOR-ECRi Erasmus

More information

Prices of Raw Materials, Budgetary Earnings and Economic Growth: A Case Study of Côte d Ivoire

Prices of Raw Materials, Budgetary Earnings and Economic Growth: A Case Study of Côte d Ivoire Prices of Raw Maerials, Budgeary Earnings and Economic Growh: A Case Sudy of Côe d Ivoire Nguiakam Sandrine 1 and Kabore Augusin 1 Ciaion: CTA and FARA. 2011. Agriculural Innovaions for Susainable Developmen.

More information

Sustainability of external imbalances in the OECD countries *

Sustainability of external imbalances in the OECD countries * Susainabiliy of exernal imbalances in he OECD counries * Oscar Bajo-Rubio (Universidad de Casilla-La Mancha) Carmen Díaz-Roldán (Universidad de Casilla-La Mancha) Vicene Eseve (Universidad de Valencia

More information

Textos para Discussão PPGE/UFRGS

Textos para Discussão PPGE/UFRGS Texos para Discussão PPGE/UFRGS Programa de Pós-Graduação em Economia Universidade Federal do Rio Grande do Sul ENDOGENEITY AND NONLINEARITIES IN CENTRAL BANK OF BRAZIL S REACTION FUNCTIONS: AN INVERSE

More information

Applicability of Investment and Profitability Effects in Asset Pricing Models

Applicability of Investment and Profitability Effects in Asset Pricing Models Disponível em hp://www.anpad.org.br/rac RAC, Rio de Janeiro, v. 21, n. 6, ar. 6, pp. 851-874, Novembro/Dezembro, 2017 hp://dx.doi.org/10.1590/1982-7849rac2017170027 Applicabiliy of Invesmen and Profiabiliy

More information

Macro-Finance Determinants of the Long-Run Stock-Bond Correlation: The DCC-MIDAS Specification *

Macro-Finance Determinants of the Long-Run Stock-Bond Correlation: The DCC-MIDAS Specification * Macro-Finance Deerminans of he Long-Run Sock-Bond Correlaion: The DCC-MIDAS Specificaion * Hossein Asgharian, Lund Universiy + Charloe Chrisiansen, CREATES, Aarhus Universiy ++ and Ai Jun Hou, Sockholm

More information

Analysis of Egyptian Grapes Market Shares in the World Markets

Analysis of Egyptian Grapes Market Shares in the World Markets American-Eurasian J. Agric. & Environ. Sci., 3 (4): 656-66, 008 ISSN 1818-6769 IDOSI Publicaions, 008 Analysis of Egypian Grapes Marke Shares in he World Markes Hamdi A. El- Sawalhy, Mohamed G.M. Abou

More information

A Macro Assessment of China Effects on Malaysian Exports and Trade Balances

A Macro Assessment of China Effects on Malaysian Exports and Trade Balances MPRA Munich Personal RePEc Archive A Macro Assessmen of China Effecs on Malaysian Expors and Trade Balances Tze-Haw Chan and Hooi Hooi Lean and Chee Wooi Hooy Graduae School of Business, Universii Sains

More information

CO2 Emissions, Research and Technology Transfer in China

CO2 Emissions, Research and Technology Transfer in China MPRA Munich Personal RePEc Archive CO2 Emissions, Research and Technology Transfer in China Ang, James Monash Universiy 09. February 2009 Online a hp://mpra.ub.uni-muenchen.de/13261/ MPRA Paper No. 13261,

More information

GROWTH AND CONVERGENCE IN THE SPACE ECONOMY : EVIDENCE FROM THE UNITED STATES

GROWTH AND CONVERGENCE IN THE SPACE ECONOMY : EVIDENCE FROM THE UNITED STATES GROWTH AND CONVERGENCE IN THE SPACE ECONOMY : EVIDENCE FROM THE UNITED STATES John I. CARRUTHERS *, Michael K. HOLLAR **, Gordon F. MULLIGAN *** Absrac - This paper invesigaes geographic relaionships in

More information

NBER WORKING PAPER SERIES A SIMPLE TEST OF THE EFFECT OF INTEREST RATE DEFENSE. Allan Drazen Stefan Hubrich

NBER WORKING PAPER SERIES A SIMPLE TEST OF THE EFFECT OF INTEREST RATE DEFENSE. Allan Drazen Stefan Hubrich NBER WORKING PAPER ERIE A IMPLE TET OF THE EFFECT OF INTERET RATE DEFENE Allan Drazen efan Hubrich Working Paper 12616 hp://www.nber.org/papers/w12616 NATIONAL BUREAU OF ECONOMIC REEARCH 1050 Massachuses

More information

POLICY RELEVANCE SUMMARY

POLICY RELEVANCE SUMMARY POLICY RELEVANCE SUMMARY Ensuring Food Securiy in Ghana The Role of Maize Sorage Sysems. Paul W. Armah and Felix Asane 1 Research Findings and Policy Relevance-Summary 1. Research Framework and Objecives

More information

Supply and Demand Model for the Malaysian Cocoa Market

Supply and Demand Model for the Malaysian Cocoa Market MPRA Munich Personal RePEc Archive Supply and Demand Model for he Malaysian Cocoa Marke Amna Awad Abdel Hameed and Akram Hasanov and Nurjihan Idris and Amin Mahir Abdullah and Faimah Mohamed Arshad and

More information

The Long-Run Volatility Puzzle of the Real Exchange Rate. Ricardo Hausmann Kennedy School of Government Harvard University

The Long-Run Volatility Puzzle of the Real Exchange Rate. Ricardo Hausmann Kennedy School of Government Harvard University The Long-Run Volailiy Puzzle of he Real Exchange Rae Ricardo Hausmann Kennedy School of Governmen Harvard Universiy Ugo Panizza Research Deparmen Iner-American Developmen Bank Robero Rigobon * Sloan School

More information

Inter-regional Transportation and Economic Development: A Case Study of Regional Agglomeration Economies in Japan

Inter-regional Transportation and Economic Development: A Case Study of Regional Agglomeration Economies in Japan Iner-regional Transporaion and Economic Developmen: A Case Sudy of Regional Agglomeraion Economies in Japan Jepan Wewioo a and Hironori Kao b a Deparmen of Civil Engineering, The Universiy of Tokyo 7-3-1,

More information

Economic Computation and Economic Cybernetics Studies and Research, Issue 3/2016, Vol. 50

Economic Computation and Economic Cybernetics Studies and Research, Issue 3/2016, Vol. 50 Economic Compuaion and Economic Cyberneics Sudies and Research, Issue 3/2016, Vol. 50 Assisan Professor Murad A. BEIN, PhD E-mail: mbein@ciu.edu.r Deparmen of Accouning and Finance Faculy of Economics

More information

This paper can be downloaded without charge from the Social Sciences Research Network Electronic Paper Collection:

This paper can be downloaded without charge from the Social Sciences Research Network Electronic Paper Collection: = = = = = = = Working Paper A Regime Shif Model of he Recen Housing Bubble in he Unied Saes Rober Van Order Sephen M. Ross School of Business a he Universiy of Michigan Rose Neng Lai Universiy of Macau

More information

PRODUCTIVE EFFICIENCY OF PORTUGUESE VINEYARD REGIONS

PRODUCTIVE EFFICIENCY OF PORTUGUESE VINEYARD REGIONS MARTA-COSTA A., MARTINHO V., SANTOS M., Regional Science Inquiry, Vol. IX, (2), 2017, pp. 97-107 97 PRODUCTIVE EFFICIENCY OF PORTUGUESE VINEYARD REGIONS Ana MARTA-COSTA Corresponding auhor. Assisan Professor.

More information

Testing for the Random Walk Hypothesis and Structural Breaks in International Stock Prices

Testing for the Random Walk Hypothesis and Structural Breaks in International Stock Prices Universiy of Wollongong Research Online Faculy of Business - Economics Working Papers Faculy of Business 200 Tesing for he Random Walk Hypohesis and Srucural Breaks in Inernaional Sock Prices S. Chanchara

More information

Título artículo / Títol article: Re-examining the risk-return relationship in Europe: Linear or non-linear trade-off?

Título artículo / Títol article: Re-examining the risk-return relationship in Europe: Linear or non-linear trade-off? Tíulo arículo / Tíol aricle: Re-examining he risk-reurn relaionship in Europe: Linear or non-linear rade-off? Auores / Auors Enrique Salvador Aragó, Chrisos Floros, Vicen Aragó Manzana Revisa: Journal

More information

The Design of a Forecasting Support Models on Demand of Durian for Export Markets by Time Series and ANNs

The Design of a Forecasting Support Models on Demand of Durian for Export Markets by Time Series and ANNs AIJSTPME (20) 4(2): 49-65 The Design of a Forecasing Suppor Models on Demand of Durian for Expor Mares by Time Series and ANNs Udomsri N. Deparmen of Indusrial Engineering, Faculy of Engineering, King

More information

Employment, Family Union, and Childbearing Decisions in Great Britain

Employment, Family Union, and Childbearing Decisions in Great Britain Employmen, Family Union, and Childbearing Decisions in Grea Briain Arnsein Aassve Simon Burgess Carol Propper Ma Dickson Conens 1. Inroducion... 1 2. Daa... 3 Union formaion and dissoluion... 3 Employmen

More information

Accounting Fundamentals and Variations of Stock Price: Forward Looking Information Inducement

Accounting Fundamentals and Variations of Stock Price: Forward Looking Information Inducement Accouning Fundamenals and Variaions of Sock Price: Forward Looking Informaion Inducemen Sumiyana Gadjah Mada Universiy Absrac This sudy invesigaes a permanen issue abou low associaion beween accouning

More information

PRODUCTION PERFORMANCE OF MAIZE IN INDIA : APPROACHING AN INFLECTION POINT

PRODUCTION PERFORMANCE OF MAIZE IN INDIA : APPROACHING AN INFLECTION POINT In. J. Agricul. Sa. Sci., Vol. 10, No. 1, pp. 241-248, 2014 ISSN : 0973-1903 ORIGINAL ARTICLE PRODUCTION PERORMANCE O MAIZE IN INDIA : APPROACHING AN INLECTION POINT Ranji Kumar*, K. Srinivas, Naveen Kumar

More information

Paddy McGinty's Goat

Paddy McGinty's Goat 2 Paddy McGinty's Goat Taditional olk song a. Leslie Helett 5 q 15 4 J â ä he, sue o goat's milk, I mean to have me ill he ound it as a Bill. 9 A & # # no live all oh They â 1 Mis - te Pa - tick - ty,

More information

IRREVERSIBLE IMPORT SHARES FOR FROZEN CONCENTRATED ORANGE JUICE IN CANADA. Jonq-Ying Lee and Daniel S. Tilley

IRREVERSIBLE IMPORT SHARES FOR FROZEN CONCENTRATED ORANGE JUICE IN CANADA. Jonq-Ying Lee and Daniel S. Tilley SOUTHERN JOURNAL OF AGRICULTURAL ECONOMICS DECEMBER, 1983 IRREVERSIBLE IMPORT SHARES FOR FROZEN CONCENTRATED ORANGE JUICE IN CANADA Jonq-Ying Lee and Daniel S. Tilley Canada is he mos imporan U.S. expor

More information

What Determines the Future Value of an Icon Wine? New Evidence from Australia. Danielle Wood

What Determines the Future Value of an Icon Wine? New Evidence from Australia. Danielle Wood Wha Deermines he Fuure Value of an Icon Wine? New Evidence from Ausralia Danielle Wood Produciviy Commission Melbourne dwood@pc.gov.au and Kym Anderson (corresponding auhor) School of Economics and Cenre

More information

Hi-Stat. Discussion Paper Series. Estimating Production Functions with R&D Investment and Edogeneity. No.229. Young Gak Kim.

Hi-Stat. Discussion Paper Series. Estimating Production Functions with R&D Investment and Edogeneity. No.229. Young Gak Kim. Hi-Sa Discussion Paper Series No.229 Esimaing Producion Funcions wh R&D Invesmen and Edogeney Young Gak Kim December 2007 Hosubashi Universy Research Un for Saisical Analysis in Social Sciences A 21s-Cenury

More information

Transmission of prices and price volatility in Australian electricity spot markets: A multivariate GARCH analysis

Transmission of prices and price volatility in Australian electricity spot markets: A multivariate GARCH analysis Transmission of prices and price volailiy in Ausralian elecriciy spo markes: A mulivariae GARCH analysis Auhor Worhingon, Andrew, Kay-Spraley, Adam, Higgs, Helen Published 2005 Journal Tile Energy Economics

More information

Application of Peleg Model to Study Water Absorption in Bean and Chickpea During Soaking

Application of Peleg Model to Study Water Absorption in Bean and Chickpea During Soaking Applicaion of Peleg Model o Sudy Waer Absorpion in Bean and Chickpea During Soaking A. A. Masoumi * Assisan Professor, Deparmen of Farm Machinery. Isfahan Universiy of Technology, IUT Isfahan, Iran 8456-83

More information

Investor Herds in the Taiwanese Stock Market

Investor Herds in the Taiwanese Stock Market Invesor Herds in he Taiwanese Sock Marke Rıza Demirer *, Chun-Da Chen ** and Ali M. Kuan *** * Souhern Illinois Universiy Edwardsville ** Tennessee Sae Universiy *** Souhern Illinois Universiy Edwardsville,

More information

On the relationship between inventory and financial performance in manufacturing companies Vedran Capkun HEC Paris, Paris, France

On the relationship between inventory and financial performance in manufacturing companies Vedran Capkun HEC Paris, Paris, France The curren issue and full ex archive of his journal is available a www.emeraldinsigh.com/0144-3577.hm On he relaionship beween invenory and financial performance in manufacuring companies Vedran Capkun

More information

Working Paper

Working Paper Inernaional Nework for Economic Research Working Paper 010.1 Modelling he Cyclical Behaviour of Wine Producion in he Douro Region Using a Time-Varying Parameers Approach by Mario Cunha (Universidade do

More information

Out-of-Sample Exchange Rate Forecasting and. Macroeconomic Fundamentals: The Case of Japan

Out-of-Sample Exchange Rate Forecasting and. Macroeconomic Fundamentals: The Case of Japan Ou-of-Sample Exchange Rae Forecasing and Macroeconomic Fundamenals: The Case of Japan Takashi Masuki and Ming-Jen Chang * ABSTRACT: The sudy explores he exchange rae forecasing abiliy of a number of macroeconomic

More information

Paper for Annual Meeting 2015 Abstract. World Trade Flows in Photovoltaic Cells: A Gravity Approach Including Bilateral Tariff Rates * Abstract

Paper for Annual Meeting 2015 Abstract. World Trade Flows in Photovoltaic Cells: A Gravity Approach Including Bilateral Tariff Rates * Abstract Paper for Annual Meeing 2015 Absrac World Trade Flows in Phoovolaic Cells: A Graviy Approach Including Bilaeral Tariff Raes * Asuko Masumura (Tokyo Inernaional Universiy) Absrac This paper invesigaes he

More information

Stock Market Liberalizations and Efficiency: The Case of Latin America

Stock Market Liberalizations and Efficiency: The Case of Latin America MPR Munich Personal RePEc rchive Sock Marke Liberalizaions and Efficiency: he Case of Lain merica João Paulo Vieio and Wing-Keung Wong and Sheung Chi Chow 06 Online a hps://mpra.ub.uni-muenchen.de/68949/

More information

Wage-led growth in Europe

Wage-led growth in Europe Greenwich Political Economy Research Centre Wage-led growth in Europe Ozlem Onaran and Thomas Obst University of Greenwich Political Economy Research Centre Outline What is effect of rising inequality

More information

Taking Advantage of Global Diversification: A Mutivariate-Garch Approach

Taking Advantage of Global Diversification: A Mutivariate-Garch Approach Taking Advanage of Global Diversificaion: A Muivariae-Garch Approach Elena Kaloychou *, Soiris K. Saikouras, Gang Zhao Cass Business School, Ciy Universiy London, 106 Bunhill Row, London EC1Y 8TZ Firs

More information

The Role of Infrastructure Investment Location in China s Western Development

The Role of Infrastructure Investment Location in China s Western Development The Role of Infrasrucure Invesmen Locaion in China s Wesern Developmen By Xubei Luo Developmen of he wesern region is vial o he balanced growh of China. Luo sudies he impacs of infrasrucure invesmen ha

More information

Global financial crisis and spillover effects among the U.S. and BRICS stock markets

Global financial crisis and spillover effects among the U.S. and BRICS stock markets Acceped Manuscrip Global financial crisis and spillover effecs among he U.S. and BRICS sock markes Walid Mensi, Shawka Hammoudeh, Duc Khuong Nguyen, Sang Hoon Kang PII: S1059-0560(15)00227-0 DOI: doi:

More information

The Interest Rate Sensitivity of Value and Growth Stocks - Evidence from Listed Real Estate

The Interest Rate Sensitivity of Value and Growth Stocks - Evidence from Listed Real Estate The Ineres Rae Sensiiviy of Value and Growh Socks - Evidence from Lised Real Esae This Version: January 25, 2017 Please reques he mos recen version from he auhors Chrisian Weis, Universiy of Regensburg

More information

Underwater acoustic passive localization base on multipath. arrival structure

Underwater acoustic passive localization base on multipath. arrival structure Unewae aoui paive loalizaion bae on mulipa aival uue Liang AN ; Lijun CEN ouea Univeiy Cina ABTACT An aoui paive loalizaion meo fo unewae age in allow wae waveguie uing omomopi ignal poeing i peene in

More information

EECS 556, 2003, Noll Exam #1: 4

EECS 556, 2003, Noll Exam #1: 4 EECS 556 003 o Exa #: 4 3. Fite esig: a. Si tae te oute ouct *. b. Use δ [ δ ]'*[ δ ]. c. Hee we foow te fo of fequec saig escibe i sectio 4.3. of te text. We sae at te x 7 x7 ocatios a ivese DFT to get

More information

Essential Question How can you find the surface area and the volume of a cone? 3 in. π

Essential Question How can you find the surface area and the volume of a cone? 3 in. π 11.7 Suface Aeas and Volumes of Cones Essential Question How can you find te suface aea and te volume of a cone? Finding te Suface Aea of a Cone Wok wit a patne. Constuct a cicle wit a adius of 3 inces.

More information

International Trade and Finance Association THE EFFECT OF EXCHANGE RATE CHANGES ON TRADE BALANCES IN NORTH AFRICA: EVIDENCE

International Trade and Finance Association THE EFFECT OF EXCHANGE RATE CHANGES ON TRADE BALANCES IN NORTH AFRICA: EVIDENCE Inernaional Trade and Finance Associaion Inernaional Trade and Finance Associaion 15h Inernaional Conference Year 2005 Paper 46 THE EFFECT OF EXCHANGE RATE CHANGES ON TRADE BALANCES IN NORTH AFRICA: EVIDENCE

More information

THE UNIVERSITY OF TEXAS AT SAN ANTONIO, COLLEGE OF BUSINESS Working Paper SERIES

THE UNIVERSITY OF TEXAS AT SAN ANTONIO, COLLEGE OF BUSINESS Working Paper SERIES THE UNIVERITY OF TEXA AT AN ANTONIO, COLLEGE OF BUINE Working Paper ERIE Dae May 15, 013 WP # 0046FIN-0-013 Commodiy Financializaion and Herd Behavior in Commodiy Fuures Markes Rıza Demirer Deparmen of

More information

Geometry Supplement for Math 60 Perimeter, Area, and Volume

Geometry Supplement for Math 60 Perimeter, Area, and Volume Geomety Suppement fo Mat 60 Peimete, Aea, and Voume Geomety comes fom te Geek wods geo meaning eat and meton meaning measue. Today we wi ean about ow to measue cetain featues of two- and tee-dimensiona

More information

Economics of grape production in Marathwada region of Maharashtra state

Economics of grape production in Marathwada region of Maharashtra state Volume 5 Issue 2 Sepember, 2014 179-183 e ISSN-2231-6434 Inernaional Research Journal of Agriculural Economics and Saisics Visi Us - www.researchjournal.co.in DOI : 10.15740/HAS/IRJAES/5.2/179-183 Research

More information

Unravelling the underlying causes of price volatility in world coffee and cocoa commodity markets

Unravelling the underlying causes of price volatility in world coffee and cocoa commodity markets MPRA Munich Personal RePEc Archive Unravelling he underlying causes of price volailiy in world coffee and cocoa commodiy markes Noemie Maurice and Junior Davis UNCTAD 011 Online a hps://mpra.ub.uni-muenchen.de/43813/

More information

Research on the Composite Braking Control of Electric Vehicle

Research on the Composite Braking Control of Electric Vehicle Aances in Engineeing olume 87 n Intenational Confeence on Automation Mechanical an Electical Engineeing (AMEE 7) Reseach on the Composite Baking Contol of Electic Vehicle Jinglei Dou Gaojian Cui Shaosong

More information

Group. Meet STOPS. Tours. Along the Trail. Y w r

Group. Meet STOPS. Tours. Along the Trail. Y w r BR WIN 234 Venure Drive Venure Drive Peedin Road Marke rd e en C e riv SHIN e ul Begin your journey... The Johnson Couny Beer, Wine and Shine Trail is he firs of is kind in Norh Carolina. Members locaions

More information

Citation for published version (APA): Hai, L. T. D. (2003). The organization of the liberalized rice market in Vietnam s.n.

Citation for published version (APA): Hai, L. T. D. (2003). The organization of the liberalized rice market in Vietnam s.n. Universiy of Groningen The organizaion of he liberalized rice marke in Vienam Hai, L.T.D. IMPORTNT NOTE: You are advised o consul he ublisher's version (ublisher's PDF) if you wish o cie from i. Please

More information

TABIE l.~ Yields of Southern Peas In Relation to Seed Coat Color and Season. Pounds per Acre of "Whole-Pod F^asgT 19?5-196l#

TABIE l.~ Yields of Southern Peas In Relation to Seed Coat Color and Season. Pounds per Acre of Whole-Pod F^asgT 19?5-196l# HALSEY: SOUTHERN PEAS 233 SOUTHERN PEA VARIETIES, CULTURE AND HARVESTING AS RELATED TO PRODUCTION FOR HANDLING AND PROCESSING L. H. Halsey Florida Agriculural Experimen Saion Gainesville Much emphasis

More information

Volatility and risk spillovers between oil, gold, and Islamic and conventional GCC banks

Volatility and risk spillovers between oil, gold, and Islamic and conventional GCC banks Volailiy and risk spillovers beween oil, gold, and Islamic and convenional GCC banks Walid Mensi a,b, Shawka Hammoudeh c,d, Idries Mohammad Wanas Al-Jarrah e, Khamis Hamed Al-Yahyaee b*, Sang Hoon Kang

More information

Market Overreaction and Under-reaction for Currency Futures Prices. January 2008

Market Overreaction and Under-reaction for Currency Futures Prices. January 2008 Marke Overreacion and Under-reacion for Currency Fuures Prices Sephen J. Larson and Sephen E. Wilcox* Minnesoa Sae Universiy, Mankao January 2008 Sephen J. Larson, Ph.D., CFP Minnesoa Sae Universiy, Mankao

More information

GERMANY (SXF)Berlin Schonefeld- Berlin Schönefeld Airport. Airport Charges

GERMANY (SXF)Berlin Schonefeld- Berlin Schönefeld Airport. Airport Charges 1. Landing 01-Jan-2006 26-Jul-2016 Over 6 tonnes EUR 4.45 Unit rate x MTOW_t 1. On each landing there is a noise surcharge (see Noise charge). 1. See Incentive schemes in attachment. 2. Lighting surcharge

More information

Deakin Research Online

Deakin Research Online Deakin Research Online This is he published version: Widjaja, Wany 2010, Modelling he cooling of coffee : insighs from a preliminary sudy in Indonesia, in MERGA 2010 : Shaping he fuure of mahemaics educaion

More information

January OAK WEALTH ADVISORS 2019 ABLE ACCOUNT COMPARISON MATRIX AK AL AR AZ CA ABLE Contact Information

January OAK WEALTH ADVISORS 2019 ABLE ACCOUNT COMPARISON MATRIX AK AL AR AZ CA ABLE Contact Information AK AL AR AZ CA ak.savewithable.com 888.609.8871 enableal.com 866.833.7949 ar.savewithable.com 888.609.8874 az able.com calable.ca.gov 833.225.2253 YES YES YES YES $40 to $60 $45 $40 to $60 $42 $37 Portion

More information

Total surface area: the area of the lateral faces combined with the area of both bases

Total surface area: the area of the lateral faces combined with the area of both bases Capte 9: Measuement and te Metic System Section 9.: Volume and Suface Aea Total Suface Aea of a Cylinde and a Pism Lateal aea: te aea of te egions bounded by te lateal faces of a pism Total suface aea:

More information

Milda Maria Burzała * Determination of the Time of Contagion in Capital Markets Based on the Switching Model

Milda Maria Burzała * Determination of the Time of Contagion in Capital Markets Based on the Switching Model D YNAMIC E CONOMETRIC M ODELS DOI: hp://dx.doi.org/10.12775/dem.2013.004 Vol. 13 (2013) 69 85 Submied Ocober 10, 2013 ISSN Acceped December 30, 2013 1234-3862 Milda Maria Burzała * Deerminaion of he Time

More information

High Directivity Microstrip Coupler Using Variable Width Structure

High Directivity Microstrip Coupler Using Variable Width Structure IOS Jounal of Eletonis and Communiation Engineeing IOS-JECE e-issn: 78-834,p- ISSN: 78-8735.Volume 9, Issue 4, Ve. V Jul - Aug. 04, PP 4-8.iosjounals.og Hig Dietivity Miostip Couple Using Vaiable Widt

More information

Modelling Financial Markets Comovements During Crises: A Dynamic Multi-Factor Approach.

Modelling Financial Markets Comovements During Crises: A Dynamic Multi-Factor Approach. Modelling Financial Markes Comovemens During Crises: A Dynamic Muli-Facor Approach. Marin Belvisi, Riccardo Pianei, Giovanni Urga February 24, 2014 We wish o hank paricipans in he Finance Research Workshops

More information

Ilio Volante. Composer: Italia, Rome

Ilio Volante. Composer: Italia, Rome Ilio olante Composer Italia, Rome Aout the artist Was orn in Italy in 1964, he as still a teen ager hen he started his musi studies (saxophone) shoing from the very eginning a partiular predisposition

More information

PORK + PINOT SUNDAYS

PORK + PINOT SUNDAYS PORK + PINOT SUNDAYS Crispy roast pork Paprika roasted potatoes Radicchio, endive, cos & lemon dressing Green beans with hazelnut crumble & goats curd plus ½ carafe of pinot noir $85 for 2 people Every

More information

Essays on Board of Directors External Connections. Sehan Kim. B.A., Applied Statistics, Yonsei University, 2001

Essays on Board of Directors External Connections. Sehan Kim. B.A., Applied Statistics, Yonsei University, 2001 Essays on Board of Direcors Exernal Connecions by Sehan Kim B.A., Applied Saisics, Yonsei Universiy, 2001 M.S., Saisics, Purdue Universiy, 2008 Submied o he Graduae Faculy of The Joseph M. Kaz Graduae

More information

// Meal Plan, Recipes & Shopping list. Meal Plan. Recipes. &Shopping list 7 DAY RAW FOOD PLAN 7 DAY RAW FOOD PLAN. therawfoodkitchen.

// Meal Plan, Recipes & Shopping list. Meal Plan. Recipes. &Shopping list 7 DAY RAW FOOD PLAN 7 DAY RAW FOOD PLAN. therawfoodkitchen. // Meal Plan, Recipes & Shopping lis Recipes Meal Plan &Shopping lis herawfoodkichen.com /6 // Meal Plan, Recipes & Shopping lis Inroducion Here is your 7 Day Raw Food Meal Plan! Please read his before

More information

The R&D-patent relationship: An industry perspective

The R&D-patent relationship: An industry perspective Université Libre de Bruxelles (ULB) Solvay Brussels School of Economics and Management (SBS-EM) European Center for Advanced Research in Economics and Statistics (ECARES) The R&D-patent relationship: An

More information

r e vit a l evital U Poli cies and Procedures rev i t al U Po l icies and P roce du r e s Ve r sio n 1. 1

r e vit a l evital U Poli cies and Procedures rev i t al U Po l icies and P roce du r e s Ve r sio n 1. 1 PPool ic ie s & P r o c e d r e s l i cgi e sneral & P r ofaq cedures r e vit a l evital U Poli cies and Procedures version 1.1 rev i t al U Po l icies and P roce du r e s Ve r sio n 1. 1 General FAQ Product.2

More information

MORNING FARE EARLY RISER THE CLASSIC CONTINENTAL COLLEGE OF DUPAGE BREAKFAST BUFFET. Pastry Basket, Assorted Juice & Coffee

MORNING FARE EARLY RISER THE CLASSIC CONTINENTAL COLLEGE OF DUPAGE BREAKFAST BUFFET. Pastry Basket, Assorted Juice & Coffee MORNING FARE n n er or e e er e 12 EARLY RISER $.29 per per on Pastry Basket, Assorted Juice & Coffee THE CLASSIC CONTINENTAL $7. 9 per per on Seasonal Cubed Fresh Fruit Tray tr B t Baker s Choice of Two:

More information

Perimeter, Area, and Circumference

Perimeter, Area, and Circumference 51 CHAPTER 9 Geomety B C E A 5x x M x D F To contuct a golden ectangle, one in wic te atio of te lengt to te widt i equal to te atio of te lengt plu te widt to te lengt, egin wit a quae ABCD. Wit te point

More information

Global Considerations

Global Considerations What Does Being a Global Player Mean to the U.S. Dairy Sector? Global Considerations 2 1 A Decade of Change $8, 4,5 $7, 4, (Million $) $6, $5, $4, $3, $2, $1, 3,5 3, 2,5 2, 1,5 1, 5 (Million Lbs.) $ 23

More information

Economic and Fiscal Impacts of LiftFund:

Economic and Fiscal Impacts of LiftFund: Economic and Fiscal Impacts of LiftFund: 2010-2015 Study Conducted By: Steven R. Nivin, Ph.D., LLC April 2016 1 I. Executive Summary LiftFund is a non-profit small business lender with the mission to provide

More information

Red wine consumption in the new world and the old world

Red wine consumption in the new world and the old world Red wine consumption in the new world and the old world World red wine market is expanding. In 2012, the total red wine trade was over 32 billion dollar,most current research on wine focus on the Old World:

More information

E X T 2 C A F T R U F F L E S F I N E F O O D S. C O M T R U F F L E S F I N E F O O D S. C O M

E X T 2 C A F T R U F F L E S F I N E F O O D S. C O M T R U F F L E S F I N E F O O D S. C O M When you are looking for seamless service for your next shoot, Truffles Fine Foods offers hot lunches for film crews. You can order from our buffet-style catering menu that is regularly updated and is

More information

Status, Caste, and the Time Allocation of Women in Rural India

Status, Caste, and the Time Allocation of Women in Rural India Status, Caste, and te Time Allocation of Women in Rual India By Mukes Esaan, Baat Ramasami, and Wilima Wada * June 9 ABSTRACT We ague tat omen may be disinclined to paticipate in maket ok in te ual aeas

More information

Promotion Strategy and Financial Policy -The Wine Industry in Hokkaido Japan -

Promotion Strategy and Financial Policy -The Wine Industry in Hokkaido Japan - Promotion Strategy and Financial Policy -The Wine Industry in Hokkaido Japan - Natsuki Watanabe, Graduate Student, Graduate School of Economics Sapporo University, ABSTRACT The promotion policy of the

More information

EUROPEAN COMMISSION DIRECTORATE GENERAL TAXATION AND CUSTOMS UNION TAX POLICY Excise duties and transport, environment and energy taxes

EUROPEAN COMMISSION DIRECTORATE GENERAL TAXATION AND CUSTOMS UNION TAX POLICY Excise duties and transport, environment and energy taxes EUROPEAN COMMISSION DIRECTORATE GENERAL TAXATION AND CUSTOMS UNION TAX POLICY Excise duties and transport, environment and energy taxes REF 1.021 July 2005 EXCISE DUTY TABLES Part I Alcoholic Beverages

More information

5.10. Area and Perimeter INSERT

5.10. Area and Perimeter INSERT 5.10 Aea and Peimete INSERT A Peimete We egin tis section y eviewing te definition of a polygon, and te definition of peimete. Definition A polygon is a closed geometic figue, wit at least tee sides, in

More information

Simulating extended reproduction

Simulating extended reproduction Conference on Develoin Quaniaive Marxism Aril 2008, Universiy of Brisol Simulain exended reroducion Povery reducion and class dynamics in Bolivia Jore Buzalo a and Alvaro Calzadilla b a Dearmen of Economics,

More information

Simulating extended reproduction Poverty reduction and class dynamics in Bolivia

Simulating extended reproduction Poverty reduction and class dynamics in Bolivia Simulain exended reroducion Povery reducion and class dynamics in Bolivia a Jore Buzalo b and Alvaro Calzadilla a Dearmen of Economics, Göebor Universiy. b ZMAW, Research Uni Susainabiliy and Global Chane

More information

CO-INOCULATION OF SELECTED WINE BACTERIA

CO-INOCULATION OF SELECTED WINE BACTERIA CO-INOCULATION OF SELECTED WINE BACTERIA What is co-inoculation? Co-inoculation is the pactice of inoculating selected wine bacteia at the beginning of the winemaking pocess shotly afte yeast inoculation.

More information

The Disk Method. 456 CHAPTER 7 Applications of Integration

The Disk Method. 456 CHAPTER 7 Applications of Integration 56 CHAPTE 7 Applictions of Integtion Section 7 Volume: Te Disk Meto Fin te volume of soli of evolution using te isk meto Fin te volume of soli of evolution using te wse meto Fin te volume of soli wit known

More information

Cutters INDEX Cutters

Cutters INDEX Cutters INEX A comprehensive range of sanar an cusom shaper cuing ools for inusrial an professional use. wih replaceable knife sysem for inusrial applicaions iversifie range of braze cuers, specially esigne for

More information

Why are take-away cups a problem? Most take away hot drinks cups are made of Coffee culture is huge across Greater Manchester

Why are take-away cups a problem? Most take away hot drinks cups are made of Coffee culture is huge across Greater Manchester FAC SHEE AKE-AWAY CUPS HO DRINKS 7 MILLION A DAY! IN HE UK, I S ESIMAED WE USE 7 MILLION DISPOSABLE COFFEE CUPS EVERY DAY, HA S 2.5 BILLION EVERY YEAR! Why are take-away cups a problem? Most take away

More information

E X T 2 C A F T R U F F L E S F I N E F O O D S. C O M T R U F F L E S F I N E F O O D S. C O M

E X T 2 C A F T R U F F L E S F I N E F O O D S. C O M T R U F F L E S F I N E F O O D S. C O M When you are looking for seamless service for your next shoot, Truffles Fine Foods offers hot lunches for film crews. You can order from our buffet-style catering menu that is regularly updated and is

More information

S T A R TERS. R oas t lamb b elly with chilli, c oriander and c u min D e e p fried min ced p ork s p ring r o ll

S T A R TERS. R oas t lamb b elly with chilli, c oriander and c u min D e e p fried min ced p ork s p ring r o ll S T A R TERS R oas t lamb b elly with chilli, c oriander and c u min 10.0 0 D e e p fried min ced p ork s p ring r o ll 5. 5 0 D e e p fried ve g e t able spring r oll (v) 5. 0 0 S t e amed meat and p

More information

EUROPEAN COMMISSION DIRECTORATE GENERAL TAXATION AND CUSTOMS UNION TAX POLICY Excise duties and transport, environment and energy taxes !!!!!!!!!!!!

EUROPEAN COMMISSION DIRECTORATE GENERAL TAXATION AND CUSTOMS UNION TAX POLICY Excise duties and transport, environment and energy taxes !!!!!!!!!!!! EUROPEAN COMMISSION DIRECTORATE GENERAL TAXATION AND CUSTOMS UNION TAX POLICY Excise duties and transport, environment and energy taxes REF 1.019 May 2004!!!!!!!!!!!! EXCISE DUTY TABLES Part I Alcoholic

More information

AUTUMN A unique insight into the food, beverage and leisure landscape in four key northern cities: Manchester, Leeds, Liverpool and Sheffield

AUTUMN A unique insight into the food, beverage and leisure landscape in four key northern cities: Manchester, Leeds, Liverpool and Sheffield AUTUMN 2017 A unique insigh ino he foo, beverage an leisure lanscape in four key norhern ciies: Mancheser, Lees, Liverpool an Sheffiel 1 FASTEST GROWING LEISURE CATEGORIES (y-o-y % change) NORTH WEST YORKSHIRE

More information

What Does Being a Global Player Mean to the U.S. Dairy Sector?

What Does Being a Global Player Mean to the U.S. Dairy Sector? What Does Being a Global Player Mean to the U.S. Dairy Sector? Global Considerations Copyright of Daily Dairy Report, Inc. 2 A Decade of Change $8,000 4,500 $7,000 4,000 (Million $) $6,000 $5,000 $4,000

More information

AndyB. r. The Long Way Round Reserve Pinot Noir Enjoy a full case of any single wine at your Discovery discount rate. Simply call

AndyB. r. The Long Way Round Reserve Pinot Noir Enjoy a full case of any single wine at your Discovery discount rate. Simply call Pefect Pinot Noi fom the wondeful Cuico Valley Valle Cental is one of the wold's GREAT wine egions! County: Chile Valle Cental The Long Way Round Reseve Pinot Noi 2016 Winemake s wods... "I found my second

More information

Fiscal Reaction Functions of Different Euro Area Countries

Fiscal Reaction Functions of Different Euro Area Countries Fiscal Reaction Functions of Different Euro Area Countries Klaus Weyerstrass 56th SIE Annual Conference, Naples, 22-24 October 2015 Introduction sustainability of public finances Fiscal reaction functions

More information