Noise Trading and the Effects of Monetary Policy Shocks on Nominal and Real Exchange Rates

Size: px
Start display at page:

Download "Noise Trading and the Effects of Monetary Policy Shocks on Nominal and Real Exchange Rates"

Transcription

1 Kiel Iniue for World Economic Dueernbrooker Weg Kiel (Germany) Kiel Working Paper No 1140 Noie Trading and he Effec of Moneary Policy Shock on Nominal and Real Exchange Rae by Chriian Pierdzioch January 2003 The reponibiliy for he conen of he working paper re wih he auhor, no he Iniue. Since working paper are of a preliminary naure, i may be ueful o conac he auhor of a paricular working paper abou reul or cavea before referring o, or quoing, a paper. Any commen on working paper hould be en direcly o he auhor.

2 Noie Trading and he Effec of Moneary Policy Shock on Nominal and Real Exchange Rae Chriian Pierdzioch Kiel Iniue for World Economic, Dueernbrooker Weg 120, Kiel, Germany Abrac A number of empirical udie have repored he reul ha exchange rae how a delayed overhooing in repone o moneary policy hock. Thi reul i puzzling. Economic heory ugge ha he overhooing hould occur immediaely afer he hock, no wih a delay. Thi paper ue a new open economy macroeconomic model wih pricing-o-marke o analyze wheher he aumpion of noie rading in he foreign exchange marke help o reolve he delayed overhooing puzzle. The implicaion of noie rading for he effec of moneary policy hock on he nominal and on he real exchange rae are analyzed. Keyword: Moneary Policy; Noie rading; Exchange rae overhooing JEL claificaion: F31, F32, F41 Addre: Kiel Iniue for World Economic Dueernbrooker Weg Kiel Germany Telephone: Telefax: c.pierdzioch@ifw.uni-kiel.de Acknowledgmen: Thi paper wa wrien during a reearch vii of he auhor a he Naional Bureau of Economic Reearch (NBER), Cambridge MA. The hopialiy of he NBER i graefully acknowledged. I would like o hank Claudia Buch and Joerg Doepke for helpful commen. The uual diclaimer applie.

3 1 1. Inroducion Influenial empirical reearch in inernaional macroeconomic ha eablihed he puzzle ha exchange rae ofen how a delayed overhooing in repone o moneary policy hock (Larape 1992, Clarida and Gali 1994, Eichenbaum and Evan 1995; ee, however, Fau and Roger 1999). The delayed overhooing of he exchange rae decribe a iuaion in which a moneary expanion rigger an immediae depreciaion of he exchange rae ha hen, however, gradually coninue for ome monh or quarer before he exchange rae ar appreciaing o i long-run po-hock level. Thi hump-haped paern of exchange rae dynamic in repone o a moneary policy hock i in harp conra o he predicion of he claical icky-price model pioneered by Dornbuch (1976). Thi workhore model of inernaional macroeconomic implie ha he exchange rae overhooing riggered by an unanicipaed expanionary permanen moneary policy hock hould occur immediaely afer he hock, no wih a delay. In hi paper, I analyze how he delayed overhooing of he exchange rae can be modeled wihin he conex of a dynamic opimizing new open economy macro (NOEM) model of he ype recenly developed by Obfeld and Rogoff (1995). A compared o he Dornbuch (1976) model ofen ued in previou heoreical reearch on exchange rae overhooing (ee, e.g., Levin 1994, Kempa and Nelle 1999), a major advanage of uing a NOEM model o reae he effec of moneary policy hock on exchange rae dynamic i ha NOEM model are full-fledged micro-founded general equilibrium model. NOEM model, herefore, allow aking ino accoun he ineremporal budge conrain and he dynamic opimizaion of he privae ecor when analyzing he effec of moneary policy hock in open economie. Wihin a NOEM model, I explore he implicaion of an explanaion for he delayed overhooing puzzle ha i baed on he noion ha ome agen who rade in he foreign exchange marke ue imple rule of humb when forecaing exchange rae and, hu, fail o form raional exchange rae expecaion. In he conex of he Dornbuch (1976) model,

4 2 Levin (1998) ha pelled ou he implicaion of relaxing he aumpion of raional expecaion for he overhooing phenomenon. In my model, hoe agen who ue imple rule of humb form heir foreca of exchange rae by comparing he acual exchange rae wih ome kind of medium-run arge exchange rae. A ime evolve, hey updae heir compuaion of he medium-run arge exchange rae. Thu, he agen who ue a imple rule of humb o foreca exchange rae learn over ime abou he naure of exchange rae movemen and updae heir foreca correpondingly. Thi idea ha he gradual accumulaion of informaion in an environmen in which agen need ome ime o learn abou he way heir environmen change ha araced aenion in he recen lieraure on he delayed overhooing puzzle. In a recen conribuion o hi lieraure, Gourincha and Tornell (2002) have hown ha delayed overhooing can arie in a model of exchange rae deerminaion in which agen learn abou he perience of moneary policy (inere rae) hock and inere rae reac only gradually o he hock. In addiion, hey allow for he poibiliy ha agen miperceive he econd momen of he moneary policy proce. Anderon and Beier (2000) have made a furher recen conribuion o hi lieraure. Anderon and Beier have hown how learning abou he perience of moneary policy hock may generae delayed overhooing of he nominal exchange rae in a varian of he opimizing general equilibrium NOEM model developed by Obfeld and Rogoff (1995). Moreover, hey have demonraed ha learning may increae he perience of he effec of nominal hock and, in addiion, ha imporan implicaion for he dynamic of he curren accoun and, hu, for he long-run effec of moneary policy hock. The reearch I preen in hi paper can be viewed a an exenion of he work of Anderon and Beier (2000). My analyi cloely reemble heir analyi inofar a I build a learning mechanim ino a dynamic opimizing wo-counry NOEM model. However, here are ome ignifican difference beween heir reearch raegy and he reearch raegy I

5 3 adop in hi paper. Thee difference regard boh he macroeconomic model I ue o deermine exchange rae dynamic and he learning mechanim I buil ino hi model o generae delayed exchange rae overhooing. To model he impac of moneary policy hock on exchange rae dynamic, I employ an opimizing dynamic NOEM model feauring icky good price and pricing-o-marke (PTM) behavior of firm. NOEM model buil on he aumpion of PTM have recenly araced much aenion in he inernaional macro lieraure (Be and Devereux 1996, 2000, Kollmann 2001, Senay 1998). PTM implie ha firm can e differen price for heir good acro egmened naional good marke. Combining PTM wih he aumpion of icky price implie ha he price of good are icky in he currency of he counry ha impor he good. In line wih he available empirical evidence (ee, e.g., Engel and Roger 1996, Kneer, 1993), auming icky price and PTM limi he exen of pa-hrough of exchange rae flucuaion ono good price and cuhion he expendiure wiching effec of exchange rae change. Furhermore, PTM re on he aumpion ha naional good marke are egmened, implying ha moneary policy hock in general lead o deviaion of he real exchange rae from purchaing power pariy (PPP). Thi ha he advanage ha, a in he radiional Dornbuch (1976) model, he implicaion of rule of humb forecaing for he dynamic of he real exchange rae can be udied. Becaue Anderon and Beier (2000) ue in heir analyi a cloe varian of he model pioneered by Obfeld and Rogoff (1995), a model in which purchaing power pariy alway hold, hey canno udy how moneary policy hock affec he dynamic of he real exchange rae. I how ha he join modeling of he delayed overhooing of he nominal and of he real exchange ha he advanage ha i provide addiional inigh ino he queion under which condiion learning in he foreign exchange marke implie a delayed overhooing of he nominal and of he real exchange rae. I how ha he analyi of learning for he join delayed overhooing of he nominal and of he real exchange rae i imporan becaue in my

6 4 PTM-NOEM model delayed nominal exchange rae overhooing doe no auomaically imply delayed real exchange rae overhooing. In fac, in my model iuaion can arie in which he nominal exchange rae exhibi delayed overhooing bu he real exchange rae doe no. Thi reul i counerfacual becaue, in he real world, nominal and real exchange rae end o be highly correlaed wih correlaion coefficien ypically around 0.9 or higher. In conequence, a delayed overhooing of he nominal exchange rae hould be mirrored in a delayed overhooing of he real exchange rae. I follow ha, if learning i a he roo of he delayed overhooing puzzle, i hould give rie o delayed overhooing of he nominal and of he real exchange rae. I find ha a imulaneou delayed overhooing of he nominal and of he real exchange rae arie if he parameer ha decribe he learning mechanim imply ha agen updae heir foreca relaively quickly and heir expecaion are relaively eniive o exchange rae movemen. Becaue a number of empirical udie ha repored evidence on hee parameer for differen ample period and differen currencie, hi reul can be ued in fuure empirical reearch o conduc furher yemaic reearch on he link beween learning, rule of humb forecaing, and he delayed overhooing puzzle. The learning mechanim I build ino my PTM-NOEM model o generae delayed exchange rae overhooing i differen from he learning mechanim advocaed by Anderon and Beier (2001) and Gourincha and Tornell (2002). In boh udie, agen eek o learn abou he naure of moneary policy hock. In my model, in conra, agen eek o learn direcly abou exchange rae dynamic. Furher, in boh udie agen rely on relaively complex forecaing and learning echnique. In he model ued by Anderon and Beier (2002), agen alo form raional expecaion. In my model, in conra, ome agen ue a imple rule of humb o form exchange rae expecaion. In he conex of my model, hi coniue a deviaion from he aumpion of raional expecaion. Specifically, o udy he implicaion of learning in he formaion of exchange rae expecaion for he effec of moneary policy hock, I follow DaSilva (2001) and Devereux and Engel (2002) and exend

7 5 an oherwie andard PTM-NOEM model by allowing for he ype of mall deviaion from raional expecaion dicued in he large and rapidly growing noie rader lieraure. The main difference beween he udy of Devereux and Engel (2002) and my udy i ha hey eek o explain are concerned wih he o-called exchange rae diconnec puzzle which decribe he ylized fac ha exchange rae are exremely volaile and ha, a he ame ime, exchange rae volailiy doe no affec he volailiy of macroeconomic fundamenal. In conra, I focu on he delayed overhooing puzzle. Thi difference in he focu of he analyi require ha I analyze he conequence of a form of noie rading ha i differen from he form of noie rading udied by Devereux and Engel. In he udy of Devereux and Engel, noie rader have condiionally biaed exchange rae expecaion. Thi aumpion mainly erve o amplify he volailiy of he exchange rae. In conra, in my PTM-NOEM model, noie rader employ, a in DaSilva (2001), a rule of humb provided by echnical char analyi o foreca exchange rae movemen. Thi implie ha noie rading ha imporan implicaion in a dynamic conex. The empirical relevance of he form of deviaion from raional expecaion I aume in my analyi ha been documened in numerou empirical udie of he exchange rae forecaing echnique ued by foreign exchange rader. A by no mean exhauive li of ignifican conribuion o hi lieraure include he udie of Allen and Taylor (1990), Frankel and Froo (1987a, 1987b), and Cheung and Chinn (2001). The reul of my udy are in line wih he reul derived in differen heoreical eing in he lieraure on he implicaion of learning for delayed exchange rae overhooing (i.e., I find ha hee reul are robu). In addiion, my reul offer ome inereing new inigh. I find ha, in he conex of a ochaic, dynamic, opimizing PTM-NOEM model, noie rading in foreign exchange marke help explaining he delayed overhooing of he nominal and of he real exchange rae in repone o an unanicipaed perien expanionary

8 6 moneary policy hock. Moreover, I find ha he form of noie rading I analyze in hi paper help explaining he delayed overhooing puzzle if noie rader updae heir exchange rae expecaion quickly and/or if noie rader exchange rae expecaion are relaively eniive o deviaion of he curren exchange rae from i medium-run arge value. In line wih he reul repored by Anderon and Beier (2000), I find ha noie rading ha implicaion for he dynamic of he curren accoun and lead o yemaic deviaion from he condiion of uncovered inere rae pariy (UIP). Furher, noie rading help explaining he delayed overhooing puzzle if moneary policy hock are relaively perien or even permanen a in he claic Dornbuch (1976) udy. The link beween noie rading and he delayed overhooing of nominal exchange rae weaken of moneary policy hock are no very perien. I organize he remainder of he paper a follow. In Secion 2, I lay ou he heoreical model I ue o udy he link beween noie rading, moneary policy hock, and exchange rae dynamic. In Secion 3, I ue impule repone funcion o analyze how he dynamic of he nominal and of he real exchange rae and of oher key macroeconomic variable in he afermah of a moneary policy hock depend upon he behavior of noie rader and he perience of moneary policy hock. In Secion 4, I offer ome concluding remark. 2. The Model To analyze how noie rading change he way moneary policy hock affec exchange rae dynamic, I ue an in many repec andard PTM-NOEM model. Thi guaranee ha I ue a conenu model and ha he reul I derive do no hinge upon uncommon and arbirary aumpion regarding houehold preference and firm price eing. Be and Devereux (1996, 2000) have done he pioneering work on PTM in NOEM-yle general equilibrium model, and he model I ue cloely reemble heir model.

9 7 The rucure of he model i a follow: The world i made up of wo counrie, Home and Foreign. The wo counrie are of equal ize. Each counry i inhabied by infiniely-lived idenical houehold who maximize heir expeced lifeime uiliy. In addiion, each counry i populaed by a coninuum of profi maximizing firm. The houehold own he repecive domeic firm. The firm ell differeniaed produc in a monopoliically compeiive good marke. Firm have monopoly power and are, herefore, price eer. Becaue here are no poibiliie o arbirage away price differenial beween egmened naional good marke, firm can e differen price in heir repecive home counry and abroad. All firm e price in he local currency ued by heir buyer. Thu, here i complee PTM. A in he PTM- NOEM model developed by Senay (2001), Be and Devereux (2001), and Kollmann (2001), he price eing of firm i governed by a aggered-conrac mechanim a in Calvo (1983). The only producion facor ued by firm i labor. Firm hire labor in a perfecly compeiive labor marke. There i no migraion of labor acro counrie. The pecial feaure of my PTM-NOEM model i he rucure of inernaional financial marke. Three feaure of inernaional financial marke are worh menioning. Fir, he only inernaionally raded ae are nominal one-period bond. Second, while Foreign houehold hold only Foreign currency denominaed bond, Home houehold hold boh Home and Foreign currency denominaed bond. Thi i merely a modeling device ha alleviae he analyi. Third, Home houehold can direcly rade in Home currency denominaed bond bu all of heir rading in Foreign currency denominaed bond i, a in Devereux and Engel (2002), carried ou by pecialized foreign exchange dealer. Foreign exchange dealer ac in a compeiive marke and eek o maximize he dicouned expeced reurn of buying and elling Foreign currency denominaed bond. Becaue he dicouned expeced reurn of rading in Foreign currency denominaed bond are eniive o exchange rae change, foreign exchange dealer have o form exchange rae expecaion. To form exchange rae expecaion, hey conduc a queionnaire among

10 8 pecialized foreign exchange rae forecaer. Some of hee foreign exchange rae forecaer are noie rader who ue a imple rule of humb o compue exchange rae foreca. 2.1 Houehold Preference and Budge Conrain Home and Foreign houehold have idenical preference and maximize he preen value of heir expeced lifeime uiliy. In he cae of a Home houehold he expeced lifeime uiliy i given by ε 2 ( log( C ) + χ( M / P ) /(1 ε ) κn / ) U = E β = 2, (1) where he Greek leer are uch ha κ > 1, χ > 0, ε > 0, 0 <β < 1 and E are expecaion condiional on ime informaion. A regard he argumen enering ino he uiliy funcion, C denoe a real conumpion index, N denoe hour worked, and M / P denoe he endof-period real money holding of he houehold, where M i he upply of Home cenral bank money (here i no currency ubiuion) and P i he aggregae Home conumer price index (CPI). The real conumpion index, C, i defined over a coninuum of differeniaed, perihable Home and Foreign conumpion good of oal meaure uniy: C 1 θ /( θ 1) ( θ 1) / θ = c ( z) dz, (2) 0 where θ > 1 denoe he elaiciy of ubiuion and c (z) denoe conumpion of good z a ime. The Home conumer price index, P, i defined a he minimum expendiure required o buy one uni of he aggregae conumpion index, C : 1/ 2 1 1/(1 θ ) 1 θ 1 θ = p ( z) dz + q ( z) dz, (3) 0 1/ 2 P

11 9 where p (z) denoe he Home currency price of a Home-produced good and q (z) denoe he Home currency price of a Foreign PTM good. The Foreign price index i given by a imilar formula. In addiion o real balance, Home and Foreign houehold hold nominal bond. Foreign houehold only hold Foreign currency denominaed bond. Home houehold can ake poiion in boh Home and Foreign currency denominaed bond. However, hey canno rade direcly in Foreign currency denominaed bond. All rading in Foreign currency denominaed bond i carried ou by pecialized foreign exchange dealer which ac in he inere of Home houehold. The ne paymen (denominaed in Home currency uni) Home houehold receive for heir invemen accoun from he foreign exchange dealer i denoed by f Π. Depending on he good luck or bad luck of he foreign exchange dealer, hi ne paymen may be negaive or poiive. Houehold ake he ne paymen hey receive from he foreign exchange dealer a given. The ne paymen i defined a Π = S B d S B, (4) f * * * h, 1 h, where S denoe he nominal exchange rae defined a he amoun of Home currency uni required o buy one uni of he Foreign currency, B * h, denoe foreign exchange dealer holding of Foreign currency denominaed bond paying one uni of foreign currency in period + 1, and fir componen of * d denoe he period price of Foreign currency denominaed bond. The f Π denoe he amoun Houehold receive in period from he foreign exchange dealer. The econd componen of in period o he foreign exchange dealer. f Π denoe he new paymen Houehold make Home houehold receive inere income for holding Home bond, profi income for he ownerhip of Home firm, labor income for hour worked, and ranfer from he governmen.

12 10 In addiion, hey receive fund from or, in bad ime, are required o pay fund in o heir foreign exchange dealer. Given he variou componen of heir income, Home houehold deermine heir opimal conumpion, decide on heir opimal Home bond holding, and deermine he opimal holding of domeic ouide money. Their period budge conrain can be wrien a P C 1 + w N + Π + Π + PT, (5) + d B + M = B + M 1 f where B and for he quaniy of Home currency denominaed nominal bond paying ou one uni of Home currency in period + 1, d and for he period price of hee bond, T and for real lump-um ranfer (denominaed in erm of he conumpion aggregae, w and for he nominal wage rae, and houehold receive from domeic firm. C ), Π and for he nominal profi income he Uing imilar argumen, i can be hown ha he period budge conrain for a Foreign houehold obey he following difference equaion: P C + w N + Π + P T, (6) * * * * * * * + d B f, + M = B f, 1 + M 1 * * * * * where B give he Foreign houehold holding of Foreign currency denominaed bond * f, and an aerik denoe a Foreign variable. The fir-order condiion for a Home houehold can be wrien a (he uual ranveraliy condiion applie): C P d = β E, (7) C+ 1P + 1 w N = κ C, (8) P

13 11 M P γ C 1 = d 1/ ε. (9) Following he ame ep ha led o equaion (7) - (9), analogou fir-order condiion can be derived for he Foreign houehold. 2.3 Foreign Exchange Dealer A in Devereux and Engel (2002), Foreign exchange dealer ac in a compeiive marke and maximize he dicouned expeced reurn of inveing in Foreign bond: max E fx * * * ( d S B d S B ) +, (10) 1 h, h, where fx E denoe foreign exchange dealer condiional expecaion and d i he ae coningen value of domeic currency delivered in period + 1. Thi equaion i a zeroexpeced-profi condiion ha can be ued o derive he following form of he no-arbirage condiion of uncovered inere rae pariy (UIP): fx = E d S / S ]. (11) * d [ + 1 Equaion (10) and (11) how ha he opimal invemen raegy he foreign exchange dealer chooe depend upon exchange rae expecaion. To form exchange rae expecaion, foreign exchange dealer conduc a queionnaire among foreign exchange rae forecaer. There are wo group of foreign exchange rae forecaer. The fir group coni of foreign exchange rae forecaer who apply a imple rule of humb o foreca exchange rae flucuaion. In he following, I ue he erm noie rader o refer o hi group of exchange rae forecaer. The econd group of exchange rae forecaer form model-conien raional expecaion o foreca exchange rae flucuaion. The exchange rae expecaion of hi econd group of forecaer are given by:

14 12 E Sˆ Sˆ ) E ( Sˆ Sˆ + = + ). (12) f ( 1 1 The erm f E denoe he condiional expecaion operaor applying in he cae of exchange rae forecaer forming raional expecaion and a variable wih a ha denoe percenage deviaion from he eady ae. A regard he noie rader, I aume ha hi group of exchange rae forecaer derive exchange rae foreca from he following imple rule of humb : E ˆ ˆ ) ( ˆ ˆ T S + S = φ S S ). (13) n ( 1 The parameer φ denoe he elaiciy of noie rader expecaion wih repec o he deviaion of he acual exchange rae change from a medium-run exchange rae arge, T Ŝ. The erm n E denoe he condiional expecaion operaor applying in he cae of noie rader. Noie rader calculae he medium-run exchange rae arge, T Ŝ, a he geomerically-weighed moving average of he exchange rae oberved during he la ma > 0 period: ˆ ma T = (( ma + 1 j) / J ) Sˆ, wih ma j J = j= 1 j= 1 S j. (14) Equaion (13) and (14) how ha noie rader ue a imple echnical rading rule o foreca exchange rae flucuaion. Varian of he imple echnical rading rule given in equaion (13) and (14) have ofen been udied in he heoreical noie rader lieraure. Becaue uch rule have been eimaed in he empirical noie rader lieraure, i i raighforward o calibrae hee rule. Of coure, more ophiicaed forecaing rule for he expecaion formaion of noie rader could be analyzed. However, he imple forecaing rule given in equaion (13) and (14) uffice o derive he main reul of hi paper. Moreover, uing more complex exchange rae forecaing rule o decribe he behavior of noie rader would

15 13 conflic wih he idea ha noie rader ue imple rule of humb o foreca exchange rae change. Guided by he reul repored in he empirical noie rader lieraure, I aume ha he elaiciy, φ, of noie rader expecaion wih repec o he deviaion of he acual exchange rae change from i medium-run exchange rae arge i poiive. Thi aumpion implie ha noie rader form regreive exchange rae expecaion. The empirical evidence repored by Frankel and Froo (1987a, 1987b, 1990) and oher ugge ha exchange rae forecaer form regreive raher han exrapolaive exchange rae expecaion a forecaing horizon of everal monh. Thee forecaing horizon are he relevan one for buine cycle analye. Finally, o cloe he model, I invoke he aumpion ha foreign exchange dealer form heir exchange rae expecaion upon compuing he weighed arihmeic average of he exchange rae foreca of noie rader and raional rader E ˆ ˆ n ˆ ˆ f S S ) ge ( S S ) (1 g) E ( Sˆ Sˆ + = ), wih g [,] 0 1. (15) fx ( See, for inance, DeGrauwe and Dewacher (1993) and DaSilva (2001) for imilar approache o aggregae he exchange rae expecaion of heerogeneou agen. 2.4 Pricing-o-Marke Firm maximize expeced profi. To maximize expeced profi, firm hire labor in a compeiive labor marke in order o produce a differeniaed good. The producion funcion of firm i given by y ( z) = N ( z). The nominal profi of a Home firm producing good z coni of profi from ale a Home and of ale in he Foreign economy and can be D F * expreed a Π ( z) = y ( z)[ p ( z) w ] + y ( z)[ S p ( z) w ], where p * ( z ) denoe he Foreign PTM price of a Home produc and y D (z) and y F (z) denoe he demand for he

16 14 produc of he firm a Home and abroad. Becaue price are icky, oupu i demand deermined in he hor run. The demand funcion are given by: y D θ ( z) = ( p ( z) / P ) C, (16) y F * * θ * ( z) ( p ( z) / P ) C =. (17) Becaue each firm ha monopoly power on he Home and Foreign marke for i differeniaed good, i rea he price, p (z) and * ( z ), i charge for i produc a choice variable. A in p Senay (1998), Be and Devereux (2001), and Kollmann (2001), firm price eing i ubjec o a dicree ime verion of he luggih price-eing mechanim developed by Calvo (1983). According o he Calvo-yle price-eing mechanim, when maximizing i expeced profi each firm ha o ake ino accoun ha here i a poiive probabiliy 0 <γ < 1 ha i canno revie he price p (z) and p * ( z ) i e in period < in period. In conequence, firm e he curren Home and Foreign price of heir produc, p (z) and ( ) p * z, o a o maximize he expeced preen value, V (z), of curren and fuure profi, where period, >, profi are weighed by he probabiliy ha he curren period price, p (z) and p * ( z ), will ill be in force in period. Firm maximize max V ( z) = E R *, p ( z), p ( z) = γ Π ( z), (18) where R, Π j= d j i he marke nominal dicoun facor. The fir-order condiion for hi maximizaion problem are: p ( z) = θ θ E 1 E γ = = γ R, R C (1/ P ), θ C (1/ P ) w θ, (19)

17 15 * p ( z) = θ θ E 1 E = = γ γ R R,, C (1/ P ) * * * C (1/ P ) * θ θ w S. (20) Similar expreion can be derived for he profi-maximizing price, q (z) and ( ) Foreign firm. q * z, e by 2.5 Governmen The Home and Foreign governmen finance real ranfer by eignorage. The period-budge conrain for he Home governmen can, hu, be wrien a T = ( M M ) 1 / P. (21) The Home money upply i governed by a imple AR(1) proce: ˆ = α ˆ + ε, (22) M M 1 M, where ε M, denoe a erially uncorrelaed ochaic diurbance erm and he parameer α [0,1] capure he perience of moneary policy hock. The Foreign governmen ecor i rucured in a compleely analogou way. 2.6 Definiion of Equilibrium, Model Soluion, and Model Calibraion Following he NOEM lieraure, I focu on a ymmeric monopoliic compeiion equilibrium in each counry. Thi equilibrium i defined a an allocaion for oupu, conumpion, he exchange rae, price, inere rae, wage rae, and bond holding uch ha he following ix condiion are aified: (i) he labor marke in each counry clear, (ii) he fir-order condiion for houehold ineremporal uiliy maximizaion are aified, (iii) he conolidaed budge conrain for each counry i aified, (iv) he bond marke are in

18 16 equilibrium and he expeced profi of foreign exchange dealer are zero, (v) PTM firm e price according o equaion (19) and (20), and, (vi) he Home and Foreign money upply are given by equaion (22) and i foreign counerpar. To olve for he vecor of endogenou variable, I olve he model numerically. The oluion algorihm coni of hree ep. In a fir ep, I follow he NOEM lieraure and log-linearize he model around a ymmeric flexible-price eady ae in which Home houehold foreign ae poiion i zero. In a econd ep, I calibrae he model. The calibraion of he model i given in Table 1. All parameer value are wihin he range of empirical eimae. The parameer value I ue are a in Be and Devereux (2001). Oher auhor have ued imilar parameer value (ee, e.g., by Senay 1998). Following he model calibraion carried ou in hee udie guaranee ha he reul I repor in hi paper can be compared wih hoe repored in he lieraure. A regard he parameer decribing how noie rader form heir exchange rae foreca, I begin my analyi by auming φ = 0. 5 and ma = 2. The numerical value for he parameer φ lie wihin he range of empirical eimae (ee, e.g., Frankel and Froo 1987a, Cavaglia e al. 1993). Becaue he model i calibraed o quarerly daa, he numerical value for he parameer ma implie ha noie rader ue a geomeric moving average of lengh wo quarer (i.e., ix monh) o compue he mediumrun exchange rae arge value. In Secion below I analyze how he imulaion reul change if he parameer φ and ma are varied. In a hird ep, I imulae he model numerically in order o explore how he preence of noie rader in he foreign exchange marke change he impac of moneary policy hock on he dynamic of he nominal and of he real exchange rae and of oher key macroeconomic variable. I ue Klein (2000) algorihm in order o find he oluion of he yem. Thi oluion deermine he pah of he endogenou variable of he model in erm of he predeermined and exogenou ae variable of he model. For deail, ee Klein (2000).

19 17 Iner Table 1 abou here. 3. Noie Trading and he Propagaion of Moneary Policy Shock Thi ecion come in hree par. In he fir par, I analyze he implicaion of noie rading in he foreign exchange marke for he propagaion of a permanen Home moneary policy hock. I how ha noie rading can reul in he ype of delayed overhooing of he exchange rae documened in he empirical lieraure. I how ha noie rading implie deviaion from UIP and I alo analyze he implicaion of noie rading for he impac of a permanen Home moneary policy hock on he curren accoun. Moreover, I dicu he implicaion of noie rading for he real exchange rae. In he econd par, I analyze how variaion in he parameer ha decribe how noie rader form heir exchange rae foreca affec hee reul. In he hird par, I analyze he implicaion of noie rading for he propagaion of a emporary Home moneary policy hock. 3.1 The Effec of a Permanen Moneary Policy Shock Figure 1 depic he impac of a uni permanen Home moneary policy hock on key Home variable. To compue he impule repone depiced in he figure, I hold in line wih Dornbuch (1976) analyi he Foreign money ock conan. In order o ae he implicaion of noie rading for he propagaion of he moneary policy hock, I plo for each variable depiced in Figure 1 wo impule repone funcion: one impule repone funcion depic a iuaion in which noie rader play no role for exchange rae forecaing (olid line) and one impule repone funcion depic a iuaion in which foreign exchange rae dealer ake noie rader foreca ino accoun when forming exchange rae expecaion (dahed line). I ar wih he analyi of he impule repone funcion applying if here are no noie rader in he foreign exchange marke. Figure 1 how ha he Home moneary policy hock

20 18 reul in a emporary decline of he Home nominal inere rae. In conequence, he nominal inernaional inere rae differenial become negaive. In addiion, becaue PPP doe no hold in he hor run under PTM, real inere rae can differ acro counrie in he afermah of he moneary policy hock. The Home real inere rae, which i linked o he nominal inere rae by he Fiher pariy condiion, decline in he hor run. Thi ha he implicaion ha opimizing houehold increae heir conumpion pending in he afermah of he moneary policy hock. A furher effec of he abolue and relaive decline of he Home nominal inere rae i ha he nominal exchange rae mu depreciae in order o reore he condiion of UIP. The magniude of he required depreciaion of he nominal exchange rae depend upon he influence of noie rader on he exchange rae foreca of foreign exchange dealer. If here are no noie rader acive in he foreign exchange marke, he depreciaion of he nominal exchange rae come o a op only when he raional appreciaion expecaion of he foreign exchange dealer are large enough o cover he negaive inernaional nominal inere rae differenial. A a reul, he nominal exchange rae overhoo i long-run po-hock eadyae value. A in he model championed by Dornbuch (1976), he exchange rae overhooing can be oberved in he immediae afermah of he moneary policy hock. Thu, here i no delayed overhooing. A hown by Be and Devereux (2000), exchange rae overhooing will occur in he model o long a he elaiciy of money demand wih repec o real balance i maller han one. The depreciaion of he nominal exchange rae ranlae ino a correponding depreciaion of he CPI-baed real exchange rae. A furher effec of he moneary policy hock i ha Home firm expand producion in he hor run in order o mee he increaed demand for heir produc. Thi i profiable becaue price are above marginal co. Iner Figure 1 abou here.

21 19 Wha are he implicaion of noie rading for he macro-dynamic effec of a permanen moneary policy hock? The impule repone depiced in Figure 1 highligh hree core reul. The fir core reul i ha noie rading allow generaing a delayed exchange rae overhooing in repone o a permanen moneary policy hock. The econd core reul i ha a negaive inernaional nominal inere rae differenial can arie alongide wih a depreciaion of he nominal exchange rae. The hird core reul i ha noie rading in he foreign exchange marke ha imporan implicaion for he repone of he curren accoun o moneary policy hock Noie Trading and Delayed Exchange Rae Overhooing The fir core reul highlighed by Figure 1 i ha noie rading can give rie o a delayed overhooing of he nominal exchange in repone o a permanen moneary policy hock. Why doe he nominal exchange rae exhibi a delayed overhooing raher han an immediae overhooing in he afermah of he permanen moneary policy hock? The key o he anwer o hi queion i he UIP condiion. Thi condiion can be wrien a ˆ * ˆ n ˆ f d d ge ( S ) = (1 g) E ( Sˆ ), (23) where he Greek leer denoe he fir-difference operaor. The key feaure of equaion n (23) i ha here i an addiional erm, E Sˆ ), in he UIP condiion if noie rader ( + 1 influence he exchange rae foreca of foreign exchange dealer. Thi erm capure he fac ha he depreciaion of he nominal exchange rae riggered by he Home moneary policy hock induce noie rader o compare he acually realized nominal exchange rae wih heir medium-run arge exchange rae. Becaue noie rader updae heir foreca for he mediumrun exchange-rae arge only gradually, he acual exchange rae lie above i arge rae in he immediae afermah of he moneary policy hock. Hence, noie rader expec a

22 20 reverion of he exchange rae rend in he medium run. In conequence, hey form n appreciaion expecaion: E ( Sˆ 1 ) < 0. + A wineed by equaion (23), he appreciaion expecaion of noie rader erve o miigae he effec of he negaive inernaional nominal inere rae differenial on raional forecaer exchange rae expecaion. I follow ha if he impac of noie rader on he formaion of exchange rae expecaion i rong enough (i.e., if he parameer g i large enough) he appreciaion expecaion of he noie rader will dominae he effec of he negaive inernaional inere rae differenial. In conequence, raional foreign exchange forecaer ake ino accoun he rong impac of noie rader and form correponding depreciaion expecaion. Becaue hee expecaion are raional, i follow ha he only viable oluion o he model in hi cae i one ha implie ha he exchange rae coninue depreciaing for ome period following he moneary policy hock. The reul i he delayed overhooing of he exchange rae hown in Figure 1. Becaue noie rader coninuouly updae heir expecaion regarding he medium-run arge exchange rae, he delayed overhooing phae ou gradually. In he long run, he medium-run arge exchange rae of noie rader i idenical wih he po-hock eady-ae exchange rae Noie Trading and Deviaion from UIP The econd core reul highlighed by Figure 1 i ha he inernaional nominal inere rae differenial i negaive in he afermah of he permanen moneary policy hock and, a he ame ime, ha he nominal exchange rae ar depreciaing. To hed furher ligh on hi reul, I plo in Figure 1 he deviaion from he condiion of UIP in he afermah of a moneary policy hock. I define he deviaion from UIP a he reidual ha obain if he inernaional nominal inere rae differenial i ubraced from he exchange rae foreca of raional rader. In oher word, I define he deviaion from UIP in erm of he exchange

23 21 rae foreca of noie rader. Hence, deviaion from he condiion of UIP can arie if he influence of noie rader on he formaion of exchange rae expecaion i erroneouly negleced. A can be een in Figure 1, if noie rader have no influence on he exchange rae foreca of foreign exchange dealer, he deviaion from UIP i idenically zero. However, once foreign exchange dealer ake ino accoun he exchange rae foreca of noie rader when forming exchange rae expecaion, he deviaion from UIP i in general non-zero. In paricular, noe ha a poiive deviaion from UIP (i.e., noie rader from appreciaion expecaion) arie in he fir period following he permanen moneary policy. Thee are he period during which he delayed overhooing occur. In conequence, he model implie ha in he afermah of a permanen expanionary Home money upply hock a depreciaion of he nominal exchange rae, a negaive inernaional nominal inere rae differenial, and a poiive deviaion from UIP can be oberved. Eichenbaum and Evan (1995) have decribed hi phenomenon in deail in heir empirical udy Noie Trading, Delayed Overhooing, and he Curren Accoun The hird core reul highlighed by Figure 1 i ha, a in he NOEM model ued by Anderon and Beier (2000), noie rading in he foreign exchange marke ha imporan implicaion for he impac of moneary policy hock on he dynamic of he Foreign bond holding of Home houehold and, hu, on he curren accoun. To ar he analyi of hi reul, I go one ep back and aume ha here are no noie rader in he foreign exchange marke. In uch a cenario, he model i imply a dynamic verion of he PTM-NOEM model developed by Be and Devereux (1996, 2000). From heir analyi, i i known ha moneary policy hock do no lead o change in he curren accoun and, hu, leave he bond holding of houehold unaffeced. The log-linear verion of he difference equaion governing he dynamic of he Foreign bond holding of Home houehold i given by

24 22 βb ˆ * h x p z Pˆ * ( ˆ ˆ ( ) ) / 2 ( vˆ S pˆ ( z) Pˆ ) / 2 Bˆ *, = h, 1 ˆ Cˆ, (24) where xˆ ( vˆ ) denoe oupu old by Home PTM firm a home (abroad). If moneary policy hock do no reul in a change in ˆ * h, B, i mu hold ha in he immediae afermah of he hock, before firm begin adjuing price, he following equaion applie: y ˆ Sˆ Cˆ = 0. + Hence, he impule repone funcion depiced in Figure 1 how ha he curren accoun effec of he moneary policy hock i zero if g = 0. Wha change if noie rader ener he cene? The analyi of Figure 1 how ha he effec of allowing for noie rading on oupu and conumpion i relaively mall. In conequence, ŷ and Ĉ do no change ubanially. However, noie rader exer a ubanial effec on he nominal exchange rae. In conequence, i mu be he cae ha y ˆ Sˆ Cˆ + 0, implying ha moneary policy hock now rigger an adjumen of he ock of Foreign bond holding of Home houehold. In oher word, moneary policy hock affec he curren accoun. Thi implie ha money i no longer neural in he long run. In conequence, wha ha begun a a purely nominal phenomenon (noie rading and moneary policy hock) evenually reul in change in he allocaion of real reource. Of coure, he inerpreaion of hi reul hould no be reched oo far becaue, a poined ou by Obfeld and Rogoff (1995), he non-neuraliy of moneary policy in he longrun i proporional o he effec of he inere income on Foreign bond holding on he houehold opimizing behavior. For he aumed calibraion of he model, hi effec i fairly mall, implying ha money i almo neural in he long run. 3.2 Seniiviy Analye To analyze how change in he parameer ha govern he way in which noie rader form heir exchange rae foreca affec he reul repored in Secion 3.1, I ummarize in Figure 2

25 23 he reul of ome eniiviy analye. In he fir row of hi figure, I plo impule repone funcion for a model in which ma = 2 and he elaiciy of noie rader exchange rae foreca wih repec o he deviaion of he curren exchange rae from i medium-run arge value i equal o φ = 0. 5 (olid line) and φ = 0. 2 (dahed line). In he econd row of he figure, I fix he elaiciy of noie rader exchange rae foreca wih repec o he deviaion of he curren exchange rae from i medium-run arge value a φ = 0. 5 and increae he number of lagged exchange rae realizaion ued by noie rader o compue he medium-run exchange rae arge from ma = 2 (olid line) o ma = 4 (dahed line). Iner Figure 2 abou here. The figure how ha decreaing he elaiciy of noie rader exchange rae foreca wih repec o he deviaion of he curren exchange rae from i medium-run arge value implie ha he nominal exchange rae end o reach i maximum deviaion from he eady ae relaively rapidly. In conequence, he delayed overhooing of he nominal exchange rae end o be ranformed more and more ino an immediae overhooing a he numerical value aigned o he parameer φ decreae. Inereingly, he impule repone funcion graphed in he fir row of Figure 2 how a iuaion in which here i ill a delayed overhooing of he nominal exchange rae bu no longer a delay in he overhooing of he real exchange rae. While he nominal exchange rae gradually depreciae for ome period afer he moneary policy hock, he real exchange ar appreciaing in he immediae afermah of he hock. The main facor reponible for hi effec i ha in he iuaion depiced in he figure he delayed overhooing of he nominal exchange rae i overhadowed by he dynamic of he CPI. In fac, he Home CPI ar o rie relaively harply in he afermah of he moneary policy hock and converge hereafer rapidly oward i new eady-ae value. In addiion, becaue he Home moneary policy hock ha poiive emporary pillover effec on he Foreign economy (no depiced in

26 24 Figure 1), he CPI in he Foreign economy increae in he hor-run. Bu hi effec end o be maller han in he Home counry. The reul i ha he real exchange rae ar appreciaing immediaely following i impac devaluaion. Thi reul how ha he imulaneou modeling of he nominal and of he real exchange rae in a PTM-NOEM model provide imporan informaion on which numerical value for he parameer decribing how noie rader form heir exchange rae foreca hould be ued in he imulaion of he model in order o generae a delayed overhooing of he nominal and of he real exchange rae. The econd row of Figure 2 graph a iuaion in which noie rader ue a relaively long hiory of he exchange rae rajecory o compue heir medium-run exchange rae arge. In he depiced cenario, noie rading caue an underhooing of he nominal exchange rae. The reaon i ha if he number of lagged exchange rae ued by noie rader o compue he medium-run arge exchange rae i relaively large, hi arge exchange rae i updaed raher lowly. Thu, noie rader learn relaively lowly abou he naure of exchange rae change. Thi implie ha any depreciaion of he nominal exchange rae caued by he moneary policy hock give rie o relaively rong appreciaion expecaion of noie rader. In conequence, for he exchange rae o reach i po-hock eady-ae value, raional exchange rae forecaer have o form relaively rong depreciaion expecaion. The reul i ha he conemporaneou effec of he moneary policy hock on he nominal exchange rae end o be relaively mall in order o leave enough room for a furher gradual depreciaion of he nominal exchange rae. To um up, delayed overhooing of he nominal and of he real exchange rae in repone o a moneary policy hock end o occur whenever noie rader updae heir expecaion regarding he medium-run exchange rae arge relaively quickly. Moreover, delayed overhooing become more likely if he elaiciy of he foreca of noie rader wih

27 25 repec o deviaion of he curren exchange rae from hi medium-run arge value i ufficienly large. 3.3 The Perience of Moneary Policy Shock and Delayed Overhooing So far, I have analyzed how he preence of noie rader in he foreign exchange marke hape he dynamic effec of key macroeconomic variable in repone o a permanen Home moneary policy hock. Thi i he kind of analyi carried ou by Dornbuch (1976) and by he reearcher who have ued varian of hi model o udy he robune of he overhooing phenomenon. I now udy he implicaion of noie rading for he dynamic effec of a emporary Home moneary policy hock. To hi end, I compare in Figure 3 he implicaion of noie rading in he foreign exchange marke for he repone of he nominal exchange rae o a permanen and o a emporary uni Home money upply hock. Iner Figure 3 abou here. In he cae of a emporary moneary policy hock, boh noie rader and raional exchange rae forecaer expec ha he conemporaneou nominal depreciaion of he Home currency will be revered in he long run. In conequence, boh group of foreign exchange rae forecaer form appreciaion expecaion. Hence, here i no delay in he overhooing of he nominal exchange rae. Thu, a in he model developed by Gourincha and Tornell (2002) and Anderon and Beier (2000), he perience of moneary policy hock deerve pecial aenion in analye of he delayed overhooing puzzle. A expeced, he magniude of he acual depreciaion of he nominal exchange rae in he afermah of he emporary moneary policy hock become ronger he ronger i he influence of noie rader on he exchange rae expecaion of foreign exchange dealer. Alo noe ha even hough here i no delayed overhooing he preence of rule of humb forecaer implie ha, in line wih empirical evidence (Fau and Roger 1999), here are ill deviaion from UIP.

28 26 4. Concluion The analyi in hi paper demonraed ha adding noie rading o an oherwie andard PTM-NOEM model offer a number of inereing inigh ino he impac of moneary policy hock on nominal and on real exchange rae dynamic. Specifically, I howed ha noie rading help o model a delayed overhooing of he exchange rae in repone o a moneary policy hock. Moreover, noie rading i imporan for he dynamic of he curren accoun and may be one of he modeling device ha could help generaing perien deviaion from UIP. Furher, he magniude of he parameer ha capure how noie rader form heir exchange rae foreca i imporan. Specifically, noie rading end o help generaing delayed overhooing of he nominal and of he real exchange rae if (a) noie rader updae heir medium-run exchange rae arge relaively quickly, and (b) he elaiciy of noie rader foreca wih repec o he deviaion of he exchange rae from hi medium-run arge rae i ufficienly large. The laer reul are inereing becaue hey imply ha he delayed overhooing puzzle can be linked o he parameer ha decribe how noie rader compue heir exchange rae foreca. From he reearch on exchange rae expecaion, empirical evidence on he magniude of hee parameer i available for differen ample period and for a cro-ecion of currencie. Given hi evidence, i would be inereing o ue he reul I repored in hi paper o udy empirically wheher he delayed exchange rae overhooing puzzle can be linked in a yemaic way o he rucural parameer ha capure how foreign exchange rader form heir exchange rae expecaion.

29 27 Reference Anderon, T.B. and N.C. Beier (2000), Noiy financial ignal and perien effec of nominal hock in open economie, Dicuion Paper No. 2360, Cenre for Economic Policy Reearch, London. Allen, H.L. and M.P. Taylor (1990), Char, noie and fundamenal in he foreign exchange marke, Economic Journal 100: Be, C. and M.B. Devereux (1996), The exchange rae in a model of pricing-o-marke, European Economic Review 40: Be, C. and M.B. Devereux (2000), Exchange rae dynamic in a model of pricing-omarke, Journal of Inernaional Economic 50: Be, C. and M.B. Devereux (2001). The inernaional effec of moneary and fical policy in a wo-counry model. In G.A. Calvo, R. Dornbuch, and M. Obfeld (ed.): Money, Capial Mobiliy, and Trade: Eay in Honor of Rober A. Mundell. Cambridge, MA: MIT Pre: Calvo, G., (1983), Saggered price in a uiliy-maximizing framework, Journal of Moneary Economic 12: Cavaglia, S., W.F.C. Verchoor, and C.C.P. Wolf (1993), Furher evidence on exchange rae expecaion, Journal of Inernaional Money and Finance 12: Cheung, Y.-W. and M.D. Chinn (2001), Currency rading and exchange rae dynamic: a urvey of he US marke, Journal of Inernaional Money and Finance 20: Clarida, R. and J. Gali (1994), Source of real exchange rae flucuaion: how imporan are nominal hock? Carnegie-Rocheer Conference Serie on Public Policy 41: DaSilva, S. (2001), Chaoic exchange rae dynamic redux, Open Economie Review 12: DeGrauwe, P. and H. Dewacher (1993), A chaoic model of he exchange rae: he role of fundamenali and chari, Open Economie Review 4: Devereux, M.B. and C. Engel (2002), Exchange rae pa-hrough, exchange rae volailiy, and exchange rae diconnec, Journal of Moneary Economic 49: Dornbuch, R. (1976), Exchange rae expecaion and moneary policy, Journal of Inernaional Economic 6: Eichenbaum, M. and C.L. Evan (1995), Some empirical evidence on he effec of hock o moneary policy on exchange rae, Quarerly Journal of Economic 110: Engel, C. and J. Roger (1996), How wide i he border? American Economic Review 86:

30 28 Fau, J. and J.H. Roger (1999), Moneary policy role in exchange rae behavior, Inernaional Finance Dicuion Paper No Board of Governor of he Federal Reerve Syem. Frankel, J.A. and K.A. Froo (1987a), Shor-erm and long-erm expecaion of he yen/dollar exchange rae: evidence from urvey daa, Journal of he Japanee and Inernaional Economie 1: Frankel, J.A. and K.A. Froo (1987b), Uing urvey daa o e andard propoiion regarding exchange rae expecaion, American Economic Review 73: Frankel, J.A. and K.A. Froo, (1990), Chari, fundamenali, and rading in he foreign exchange marke, American Economic Review 80, Gourincha, P.O. and A. Torrnell (2002), Exchange rae dynamic, learning and mipercepion, Working Paper No Naional Bureau of Economic Reearch, Cambridge, MA. Kempa, B. and M. Nelle (1999), Sicky price and alernaive moneary feedback rule: how robu i he overhooing phenomenon? Inernaional Economic Journal 13: Klein, P., (2000), Uing he generalized Schur form o olve a mulivariae linear raional expecaion model, Journal of Economic Dynamic and Conrol 24: Kneer, M.N. (1993), Inernaional comparion of pricing-o-marke behavior, American Economic Review 83, Kollmann, R., (2001), The exchange rae in a dynamic-opimizing buine cycle model wih nominal rigidiie: a quaniaive inveigaion, Journal of Inernaional Economic 55: Larape, W.D. (1992), Source of flucuaion of real and nominal exchange rae, Review of Economic and Saiic 74: Levin, J. H. (1994), On luggih oupu adjumen and exchange rae dynamic, Journal of Inernaional Money and Finance 13: Levin, J.H. (1998), Alernaive expecaion model and exchange rae dynamic, Inernaional Journal of Finance and Economic 3: Obfeld, M. and K. Rogoff (1995), Exchange rae dynamic redux, Journal of Poliical Economy 103: Senay, Ö., (1998), The effec of good and financial marke inegraion on macroeconomic volailiy, The Mancheer School Supplemen 66:

How has globalisation affected inflation dynamics in the United Kingdom?

How has globalisation affected inflation dynamics in the United Kingdom? 292 Quarerly Bullein 2008 Q3 How ha globaliaion affeced inflaion dynamic in he Unied Kingdom? By Jennifer Greenlade and Sephen Millard of he Bank Srucural Economic Analyi Diviion and Chri Peacock of he

More information

4. International Parity Conditions

4. International Parity Conditions 4. Inernaional ariy ondiions 4.1 urchasing ower ariy he urchasing ower ariy ( heory is one of he early heories of exchange rae deerminaion. his heory is based on he concep ha he demand for a counry's currency

More information

11/6/2013. Chapter 14: Dynamic AD-AS. Introduction. Introduction. Keeping track of time. The model s elements

11/6/2013. Chapter 14: Dynamic AD-AS. Introduction. Introduction. Keeping track of time. The model s elements Inroducion Chaper 14: Dynamic D-S dynamic model of aggregae and aggregae supply gives us more insigh ino how he economy works in he shor run. I is a simplified version of a DSGE model, used in cuing-edge

More information

Working Paper Capital Mobility, Consumption Substitutability, and the Effectiveness of Monetary Policy in Open Economies

Working Paper Capital Mobility, Consumption Substitutability, and the Effectiveness of Monetary Policy in Open Economies econsor www.econsor.eu Der Open-Access-Publikaionsserver der ZBW Leibniz-Informaionszenrum Wirschaf The Open Access Publicaion Server of he ZBW Leibniz Informaion Cenre for Economics Pierdzioch, Chrisian

More information

A Comparative Study of Linear and Nonlinear Models for Aggregate Retail Sales Forecasting

A Comparative Study of Linear and Nonlinear Models for Aggregate Retail Sales Forecasting A Comparaive Sudy of Linear and Nonlinear Model for Aggregae Reail Sale Forecaing G. Peer Zhang Deparmen of Managemen Georgia Sae Univeriy Alana GA 30066 (404) 651-4065 Abrac: The purpoe of hi paper i

More information

Vector Autoregressions (VARs): Operational Perspectives

Vector Autoregressions (VARs): Operational Perspectives Vecor Auoregressions (VARs): Operaional Perspecives Primary Source: Sock, James H., and Mark W. Wason, Vecor Auoregressions, Journal of Economic Perspecives, Vol. 15 No. 4 (Fall 2001), 101-115. Macroeconomericians

More information

2.4 Network flows. Many direct and indirect applications telecommunication transportation (public, freight, railway, air, ) logistics

2.4 Network flows. Many direct and indirect applications telecommunication transportation (public, freight, railway, air, ) logistics .4 Nework flow Problem involving he diribuion of a given produc (e.g., waer, ga, daa, ) from a e of producion locaion o a e of uer o a o opimize a given objecive funcion (e.g., amoun of produc, co,...).

More information

The Real Business Cycle paradigm. The RBC model emphasizes supply (technology) disturbances as the main source of

The Real Business Cycle paradigm. The RBC model emphasizes supply (technology) disturbances as the main source of Prof. Harris Dellas Advanced Macroeconomics Winer 2001/01 The Real Business Cycle paradigm The RBC model emphasizes supply (echnology) disurbances as he main source of macroeconomic flucuaions in a world

More information

A Note on Using the Svensson procedure to estimate the risk free rate in corporate valuation

A Note on Using the Svensson procedure to estimate the risk free rate in corporate valuation A Noe on Using he Svensson procedure o esimae he risk free rae in corporae valuaion By Sven Arnold, Alexander Lahmann and Bernhard Schwezler Ocober 2011 1. The risk free ineres rae in corporae valuaion

More information

How To Understand The Long Run Behavior Of Aving Rae

How To Understand The Long Run Behavior Of Aving Rae Subience Conumpion and Riing Saving Rae Kenneh S. Lin a, Hiu-Yun Lee b * a Deparmen of Economic, Naional Taiwan Univeriy, Taipei, 00, Taiwan. b Deparmen of Economic, Naional Chung Cheng Univeriy, Chia-Yi,

More information

II.1. Debt reduction and fiscal multipliers. dbt da dpbal da dg. bal

II.1. Debt reduction and fiscal multipliers. dbt da dpbal da dg. bal Quarerly Repor on he Euro Area 3/202 II.. Deb reducion and fiscal mulipliers The deerioraion of public finances in he firs years of he crisis has led mos Member Saes o adop sizeable consolidaion packages.

More information

Economics Honors Exam 2008 Solutions Question 5

Economics Honors Exam 2008 Solutions Question 5 Economics Honors Exam 2008 Soluions Quesion 5 (a) (2 poins) Oupu can be decomposed as Y = C + I + G. And we can solve for i by subsiuing in equaions given in he quesion, Y = C + I + G = c 0 + c Y D + I

More information

Usefulness of the Forward Curve in Forecasting Oil Prices

Usefulness of the Forward Curve in Forecasting Oil Prices Usefulness of he Forward Curve in Forecasing Oil Prices Akira Yanagisawa Leader Energy Demand, Supply and Forecas Analysis Group The Energy Daa and Modelling Cener Summary When people analyse oil prices,

More information

Chapter 7. Response of First-Order RL and RC Circuits

Chapter 7. Response of First-Order RL and RC Circuits Chaper 7. esponse of Firs-Order L and C Circuis 7.1. The Naural esponse of an L Circui 7.2. The Naural esponse of an C Circui 7.3. The ep esponse of L and C Circuis 7.4. A General oluion for ep and Naural

More information

The International Investment Position of Jamaica: An Estimation Approach

The International Investment Position of Jamaica: An Estimation Approach WP/04 The Inernaional Invemen Poiion of Jamaica: An Eimaion Approach Dane Docor* Economic Informaion & Publicaion Deparmen Bank of Jamaica Ocober 2004 Abrac Thi paper eek o inroduce he inernaional invemen

More information

Fortified financial forecasting models: non-linear searching approaches

Fortified financial forecasting models: non-linear searching approaches 0 Inernaional Conference on Economic and inance Reearch IPEDR vol.4 (0 (0 IACSIT Pre, Singapore orified financial forecaing model: non-linear earching approache Mohammad R. Hamidizadeh, Ph.D. Profeor,

More information

Foreign Exchange Market Microstructure

Foreign Exchange Market Microstructure Foreign Exchange Marke Microsrucure Marin.. Evans 1 Georgeown Universiy and NBER Absrac This paper provides an overview of he recen lieraure on Foreign Exchange Marke Microsrucure. Is aim is no o survey

More information

Lecture Note on the Real Exchange Rate

Lecture Note on the Real Exchange Rate Lecure Noe on he Real Exchange Rae Barry W. Ickes Fall 2004 0.1 Inroducion The real exchange rae is he criical variable (along wih he rae of ineres) in deermining he capial accoun. As we shall see, his

More information

Heat demand forecasting for concrete district heating system

Heat demand forecasting for concrete district heating system Hea demand forecaing for concree diric heaing yem Bronilav Chramcov Abrac Thi paper preen he reul of an inveigaion of a model for hor-erm hea demand forecaing. Foreca of hi hea demand coure i ignifican

More information

CRISES AND THE FLEXIBLE PRICE MONETARY MODEL. Sarantis Kalyvitis

CRISES AND THE FLEXIBLE PRICE MONETARY MODEL. Sarantis Kalyvitis CRISES AND THE FLEXIBLE PRICE MONETARY MODEL Saranis Kalyviis Currency Crises In fixed exchange rae regimes, counries rarely abandon he regime volunarily. In mos cases, raders (or speculaors) exchange

More information

Equity Valuation Using Multiples. Jing Liu. Anderson Graduate School of Management. University of California at Los Angeles (310) 206-5861

Equity Valuation Using Multiples. Jing Liu. Anderson Graduate School of Management. University of California at Los Angeles (310) 206-5861 Equiy Valuaion Uing Muliple Jing Liu Anderon Graduae School of Managemen Univeriy of California a Lo Angele (310) 206-5861 jing.liu@anderon.ucla.edu Doron Niim Columbia Univeriy Graduae School of Buine

More information

BALANCE OF PAYMENTS. First quarter 2008. Balance of payments

BALANCE OF PAYMENTS. First quarter 2008. Balance of payments BALANCE OF PAYMENTS DATE: 2008-05-30 PUBLISHER: Balance of Paymens and Financial Markes (BFM) Lena Finn + 46 8 506 944 09, lena.finn@scb.se Camilla Bergeling +46 8 506 942 06, camilla.bergeling@scb.se

More information

The Twin Agency Problems in Corporate Finance - On the basis of Stulz s theory -

The Twin Agency Problems in Corporate Finance - On the basis of Stulz s theory - The Twin Agency Problem in Corporae Finance - On he bai of Sulz heory - Von der Fakulä für Machinenbau, Elekroechnik und Wirchafingenieurween der Brandenburgichen Technichen Univeriä Cobu zur Erlangung

More information

Duration and Convexity ( ) 20 = Bond B has a maturity of 5 years and also has a required rate of return of 10%. Its price is $613.

Duration and Convexity ( ) 20 = Bond B has a maturity of 5 years and also has a required rate of return of 10%. Its price is $613. Graduae School of Business Adminisraion Universiy of Virginia UVA-F-38 Duraion and Convexiy he price of a bond is a funcion of he promised paymens and he marke required rae of reurn. Since he promised

More information

CHARGE AND DISCHARGE OF A CAPACITOR

CHARGE AND DISCHARGE OF A CAPACITOR REFERENCES RC Circuis: Elecrical Insrumens: Mos Inroducory Physics exs (e.g. A. Halliday and Resnick, Physics ; M. Sernheim and J. Kane, General Physics.) This Laboraory Manual: Commonly Used Insrumens:

More information

Calculation of variable annuity market sensitivities using a pathwise methodology

Calculation of variable annuity market sensitivities using a pathwise methodology cuing edge Variable annuiie Calculaion of variable annuiy marke eniiviie uing a pahwie mehodology Under radiional finie difference mehod, he calculaion of variable annuiy eniiviie can involve muliple Mone

More information

The naive method discussed in Lecture 1 uses the most recent observations to forecast future values. That is, Y ˆ t + 1

The naive method discussed in Lecture 1 uses the most recent observations to forecast future values. That is, Y ˆ t + 1 Business Condiions & Forecasing Exponenial Smoohing LECTURE 2 MOVING AVERAGES AND EXPONENTIAL SMOOTHING OVERVIEW This lecure inroduces ime-series smoohing forecasing mehods. Various models are discussed,

More information

New Evidence on Mutual Fund Performance: A Comparison of Alternative Bootstrap Methods. David Blake* Tristan Caulfield** Christos Ioannidis*** and

New Evidence on Mutual Fund Performance: A Comparison of Alternative Bootstrap Methods. David Blake* Tristan Caulfield** Christos Ioannidis*** and New Evidence on Muual Fund Performance: A Comparion of Alernaive Boorap Mehod David Blake* Trian Caulfield** Chrio Ioannidi*** and Ian Tonk**** June 2014 Abrac Thi paper compare he wo boorap mehod of Koowki

More information

Is International Trade Guilty for an Enlarging Wage Differential? A Dynamic Intertemporal General Equilibrium Model

Is International Trade Guilty for an Enlarging Wage Differential? A Dynamic Intertemporal General Equilibrium Model I Inernaional Trade uily for an nlarging Wage Differenial? A Dynamic Ineremporal eneral quilibrium Model Hiao-chuan Chang * Deparmen of conomic The Univeriy of Melbourne Phone 03-83445364 Fax 03-83446899

More information

Chapter 8 Student Lecture Notes 8-1

Chapter 8 Student Lecture Notes 8-1 Chaper Suden Lecure Noes - Chaper Goals QM: Business Saisics Chaper Analyzing and Forecasing -Series Daa Afer compleing his chaper, you should be able o: Idenify he componens presen in a ime series Develop

More information

The Greek financial crisis: growing imbalances and sovereign spreads. Heather D. Gibson, Stephan G. Hall and George S. Tavlas

The Greek financial crisis: growing imbalances and sovereign spreads. Heather D. Gibson, Stephan G. Hall and George S. Tavlas The Greek financial crisis: growing imbalances and sovereign spreads Heaher D. Gibson, Sephan G. Hall and George S. Tavlas The enry The enry of Greece ino he Eurozone in 2001 produced a dividend in he

More information

The Equivalent Loan Principle and the Value of Corporate Promised Cash Flows. David C. Nachman*

The Equivalent Loan Principle and the Value of Corporate Promised Cash Flows. David C. Nachman* he Equivalen Loan Principle and he Value of Corporae Promied Cah Flow by David C. Nachman* Revied February, 2002 *J. Mack Robinon College of Buine, Georgia Sae Univeriy, 35 Broad Sree, Alana, GA 30303-3083.

More information

PROFIT TEST MODELLING IN LIFE ASSURANCE USING SPREADSHEETS PART ONE

PROFIT TEST MODELLING IN LIFE ASSURANCE USING SPREADSHEETS PART ONE Profi Tes Modelling in Life Assurance Using Spreadshees PROFIT TEST MODELLING IN LIFE ASSURANCE USING SPREADSHEETS PART ONE Erik Alm Peer Millingon 2004 Profi Tes Modelling in Life Assurance Using Spreadshees

More information

Dividend taxation, share repurchases and the equity trap

Dividend taxation, share repurchases and the equity trap Working Paper 2009:7 Deparmen of Economic Dividend axaion, hare repurchae and he equiy rap Tobia Lindhe and Jan Söderen Deparmen of Economic Working paper 2009:7 Uppala Univeriy May 2009 P.O. Box 53 ISSN

More information

CHAPTER 11 NONPARAMETRIC REGRESSION WITH COMPLEX SURVEY DATA. R. L. Chambers Department of Social Statistics University of Southampton

CHAPTER 11 NONPARAMETRIC REGRESSION WITH COMPLEX SURVEY DATA. R. L. Chambers Department of Social Statistics University of Southampton CHAPTER 11 NONPARAMETRIC REGRESSION WITH COMPLEX SURVEY DATA R. L. Chamber Deparmen of Social Saiic Univeriy of Souhampon A.H. Dorfman Office of Survey Mehod Reearch Bureau of Labor Saiic M.Yu. Sverchkov

More information

INSTRUMENTS OF MONETARY POLICY*

INSTRUMENTS OF MONETARY POLICY* Aricles INSTRUMENTS OF MONETARY POLICY* Bernardino Adão** Isabel Correia** Pedro Teles**. INTRODUCTION A classic quesion in moneary economics is wheher he ineres rae or he money supply is he beer insrumen

More information

Why Did the Demand for Cash Decrease Recently in Korea?

Why Did the Demand for Cash Decrease Recently in Korea? Why Did he Demand for Cash Decrease Recenly in Korea? Byoung Hark Yoo Bank of Korea 26. 5 Absrac We explores why cash demand have decreased recenly in Korea. The raio of cash o consumpion fell o 4.7% in

More information

MACROECONOMIC FORECASTS AT THE MOF A LOOK INTO THE REAR VIEW MIRROR

MACROECONOMIC FORECASTS AT THE MOF A LOOK INTO THE REAR VIEW MIRROR MACROECONOMIC FORECASTS AT THE MOF A LOOK INTO THE REAR VIEW MIRROR The firs experimenal publicaion, which summarised pas and expeced fuure developmen of basic economic indicaors, was published by he Minisry

More information

How Much Can Taxes Help Selfish Routing?

How Much Can Taxes Help Selfish Routing? How Much Can Taxe Help Selfih Rouing? Tim Roughgarden (Cornell) Join wih Richard Cole (NYU) and Yevgeniy Dodi (NYU) Selfih Rouing a direced graph G = (V,E) a ource and a deinaion one uni of raffic from

More information

Monetary Policy & Real Estate Investment Trusts *

Monetary Policy & Real Estate Investment Trusts * Moneary Policy & Real Esae Invesmen Truss * Don Bredin, Universiy College Dublin, Gerard O Reilly, Cenral Bank and Financial Services Auhoriy of Ireland & Simon Sevenson, Cass Business School, Ciy Universiy

More information

Measuring macroeconomic volatility Applications to export revenue data, 1970-2005

Measuring macroeconomic volatility Applications to export revenue data, 1970-2005 FONDATION POUR LES ETUDES ET RERS LE DEVELOPPEMENT INTERNATIONAL Measuring macroeconomic volailiy Applicaions o expor revenue daa, 1970-005 by Joël Cariolle Policy brief no. 47 March 01 The FERDI is a

More information

What does the Bank of Russia target?

What does the Bank of Russia target? SBERBANK OF RUSSIA CENTRE FOR MACROECONOMIC RESEARCH, SBERBANK 5 Augus 2010 Wha does he Bank of Russia arge? The crisis has promped he Russian Cenral Bank (CBR) o review is policies drasically. New frameworks

More information

VOLATILITY DYNAMICS OF NYMEX NATURAL GAS FUTURES PRICES

VOLATILITY DYNAMICS OF NYMEX NATURAL GAS FUTURES PRICES VOLATILITY DYNAMICS OF NYMEX NATURAL GAS FUTURES PRICES Hiroaki Suenaga Reearch Fellow School of Economic and Finance Curin Buine School Curin Univeriy of Technology Aaron Smih Aian Profeor Deparmen of

More information

Measuring the Effects of Exchange Rate Changes on Investment. in Australian Manufacturing Industry

Measuring the Effects of Exchange Rate Changes on Investment. in Australian Manufacturing Industry Measuring he Effecs of Exchange Rae Changes on Invesmen in Ausralian Manufacuring Indusry Robyn Swif Economics and Business Saisics Deparmen of Accouning, Finance and Economics Griffih Universiy Nahan

More information

Aggregate Output. Aggregate Output. Topics. Aggregate Output. Aggregate Output. Aggregate Output

Aggregate Output. Aggregate Output. Topics. Aggregate Output. Aggregate Output. Aggregate Output Topics (Sandard Measure) GDP vs GPI discussion Macroeconomic Variables (Unemploymen and Inflaion Rae) (naional income and produc accouns, or NIPA) Gross Domesic Produc (GDP) The value of he final goods

More information

Analysis of tax effects on consolidated household/government debts of a nation in a monetary union under classical dichotomy

Analysis of tax effects on consolidated household/government debts of a nation in a monetary union under classical dichotomy MPRA Munich Personal RePEc Archive Analysis of ax effecs on consolidaed household/governmen debs of a naion in a moneary union under classical dichoomy Minseong Kim 8 April 016 Online a hps://mpra.ub.uni-muenchen.de/71016/

More information

Real exchange rate variability in a two-country business cycle model

Real exchange rate variability in a two-country business cycle model Real exchange rae variabiliy in a wo-counry business cycle model Håkon Trevoll, November 15, 211 Absrac Real exchange rae flucuaions have imporan implicaions for our undersanding of he sources and ransmission

More information

Morningstar Investor Return

Morningstar Investor Return Morningsar Invesor Reurn Morningsar Mehodology Paper Augus 31, 2010 2010 Morningsar, Inc. All righs reserved. The informaion in his documen is he propery of Morningsar, Inc. Reproducion or ranscripion

More information

MTH6121 Introduction to Mathematical Finance Lesson 5

MTH6121 Introduction to Mathematical Finance Lesson 5 26 MTH6121 Inroducion o Mahemaical Finance Lesson 5 Conens 2.3 Brownian moion wih drif........................... 27 2.4 Geomeric Brownian moion........................... 28 2.5 Convergence of random

More information

Journal Of Business & Economics Research September 2005 Volume 3, Number 9

Journal Of Business & Economics Research September 2005 Volume 3, Number 9 Opion Pricing And Mone Carlo Simulaions George M. Jabbour, (Email: jabbour@gwu.edu), George Washingon Universiy Yi-Kang Liu, (yikang@gwu.edu), George Washingon Universiy ABSTRACT The advanage of Mone Carlo

More information

Chapter 13. Network Flow III Applications. 13.1 Edge disjoint paths. 13.1.1 Edge-disjoint paths in a directed graphs

Chapter 13. Network Flow III Applications. 13.1 Edge disjoint paths. 13.1.1 Edge-disjoint paths in a directed graphs Chaper 13 Nework Flow III Applicaion CS 573: Algorihm, Fall 014 Ocober 9, 014 13.1 Edge dijoin pah 13.1.1 Edge-dijoin pah in a direced graph 13.1.1.1 Edge dijoin pah queiong: graph (dir/undir)., : verice.

More information

Explaining the NZ-Australian exchange rate occasional paper

Explaining the NZ-Australian exchange rate occasional paper Wespac $ Insiuional Bank April 2002 Explaining he NZ-Ausralian exchange rae occasional paper Paul Conway and Richard Franulovich Wespac Insiuional Bank PO Box 691 Wellingon New Zealand Phone (644) 381-1414

More information

Long Term Spread Option Valuation and Hedging

Long Term Spread Option Valuation and Hedging Long Term Spread Opion Valuaion and Hedging M.A.H. Demper, Elena Medova and Ke Tang Cenre for Financial Reearch, Judge Buine School, Univeriy of Cambridge, Trumpingon Sree, Cambridge CB 1AG & Cambridge

More information

PROFITS AND POSITION CONTROL: A WEEK OF FX DEALING

PROFITS AND POSITION CONTROL: A WEEK OF FX DEALING PROFITS AND POSITION CONTROL: A WEEK OF FX DEALING Richard K. Lyon U.C. Berkeley and NBER Thi verion: June 1997 Abrac Thi paper examine foreign exchange rading a he dealer level. The dealer we rack average

More information

Relationships between Stock Prices and Accounting Information: A Review of the Residual Income and Ohlson Models. Scott Pirie* and Malcolm Smith**

Relationships between Stock Prices and Accounting Information: A Review of the Residual Income and Ohlson Models. Scott Pirie* and Malcolm Smith** Relaionships beween Sock Prices and Accouning Informaion: A Review of he Residual Income and Ohlson Models Sco Pirie* and Malcolm Smih** * Inernaional Graduae School of Managemen, Universiy of Souh Ausralia

More information

Chapter 8: Regression with Lagged Explanatory Variables

Chapter 8: Regression with Lagged Explanatory Variables Chaper 8: Regression wih Lagged Explanaory Variables Time series daa: Y for =1,..,T End goal: Regression model relaing a dependen variable o explanaory variables. Wih ime series new issues arise: 1. One

More information

CURRENT ACCOUNTS IN THE EURO AREA: AN INTERTEMPORAL APPROACH. José Manuel Campa Angel Gavilán

CURRENT ACCOUNTS IN THE EURO AREA: AN INTERTEMPORAL APPROACH. José Manuel Campa Angel Gavilán CIIF Working Paper WP no 651 Sepember, 2006 CURRENT ACCOUNTS IN THE EURO AREA: AN INTERTEMPORAL APPROACH José Manuel Campa Angel Gavilán IESE Business School Universiy of Navarra Avda. Pearson, 21 08034

More information

Interest Rate Spreads and Mandatory Credit Allocations: Implications on Banks Loans to Small Businesses in Indonesia

Interest Rate Spreads and Mandatory Credit Allocations: Implications on Banks Loans to Small Businesses in Indonesia Dicuion Paper No. 0402 Inere Rae Spread and Mandaory Credi Allocaion: Implicaion on Bank oan o Small Buinee in Indoneia Reza Y. Siregar January 2004 Indoneia Program Univeriy of Adelaide Adelaide 5005

More information

The Causes of Recent Inflation in Vietnam: Evidence from a. VAR with Sign Restrictions

The Causes of Recent Inflation in Vietnam: Evidence from a. VAR with Sign Restrictions The Causes of Recen Inflaion in Vienam: Evidence from a VAR wih Sign Resricions Tuan Khai Vu Faculy of Economics, Seikei Universiy Firs version: Jan,. This version: May,. (Preliminary. Commens are welcome.)

More information

Diagnostic Examination

Diagnostic Examination Diagnosic Examinaion TOPIC XV: ENGINEERING ECONOMICS TIME LIMIT: 45 MINUTES 1. Approximaely how many years will i ake o double an invesmen a a 6% effecive annual rae? (A) 10 yr (B) 12 yr (C) 15 yr (D)

More information

Cointegration: The Engle and Granger approach

Cointegration: The Engle and Granger approach Coinegraion: The Engle and Granger approach Inroducion Generally one would find mos of he economic variables o be non-saionary I(1) variables. Hence, any equilibrium heories ha involve hese variables require

More information

Real Business Cycles Theory

Real Business Cycles Theory Real Business Cycles Theory Research on economic flucuaions has progressed rapidly since Rober Lucas revived he profession s ineres in business cycle heory. Business cycle heory is he heory of he naure

More information

Dennis Novy University of Warwick, Department of Economics, Coventry CV4 7AL, United Kingdom d.novy@warwick.ac.uk

Dennis Novy University of Warwick, Department of Economics, Coventry CV4 7AL, United Kingdom d.novy@warwick.ac.uk Trade Coss and he Open Macroeconomy * Dennis Novy Universiy of Warwick, Deparmen of Economics, Covenry CV4 7AL, Unied Kingdom d.novy@warwick.ac.uk Absrac Trade coss are known o be a major obsacle o inernaional

More information

DYNAMIC MODELS FOR VALUATION OF WRONGFUL DEATH PAYMENTS

DYNAMIC MODELS FOR VALUATION OF WRONGFUL DEATH PAYMENTS DYNAMIC MODELS FOR VALUATION OF WRONGFUL DEATH PAYMENTS Hong Mao, Shanghai Second Polyechnic Universiy Krzyszof M. Osaszewski, Illinois Sae Universiy Youyu Zhang, Fudan Universiy ABSTRACT Liigaion, exper

More information

Chapter 2 Kinematics in One Dimension

Chapter 2 Kinematics in One Dimension Chaper Kinemaics in One Dimension Chaper DESCRIBING MOTION:KINEMATICS IN ONE DIMENSION PREVIEW Kinemaics is he sudy of how hings moe how far (disance and displacemen), how fas (speed and elociy), and how

More information

CURRENT ACCOUNTS IN THE EURO AREA: AN INTERTEMPORAL APPROACH. José Manuel Campa and Ángel Gavilán an. Documentos de Trabajo N.

CURRENT ACCOUNTS IN THE EURO AREA: AN INTERTEMPORAL APPROACH. José Manuel Campa and Ángel Gavilán an. Documentos de Trabajo N. CURRENT ACCOUNTS IN THE EURO AREA: AN INTERTEMPORAL APPROACH 2006 José Manuel Campa and Ángel Gavilán an Documenos de Trabajo N.º 0638 CURRENT ACCOUNTS IN THE EURO AREA: AN INTERTEMPORAL APPROACH CURRENT

More information

How To Solve An Uncerain Daa Problem

How To Solve An Uncerain Daa Problem Robu Bandwidh Allocaion Sraegie Oliver Heckmann, Jen Schmi, Ralf Seinmez Mulimedia Communicaion Lab (KOM), Darmad Univeriy of Technology Merckr. 25 D-64283 Darmad Germany {Heckmann, Schmi, Seinmez}@kom.u-darmad.de

More information

International Risk Sharing: Through Equity Diversification or Exchange Rate Hedging?

International Risk Sharing: Through Equity Diversification or Exchange Rate Hedging? WP/09/38 Inernaional Risk Sharing: Through Equiy Diversificaion or Exchange Rae Hedging? Charles Engel and Akio Masumoo 2009 Inernaional Moneary Fund WP/09/38 IMF Working Paper Research Deparmen Inernaional

More information

Terms of Trade and Present Value Tests of Intertemporal Current Account Models: Evidence from the United Kingdom and Canada

Terms of Trade and Present Value Tests of Intertemporal Current Account Models: Evidence from the United Kingdom and Canada Terms of Trade and Presen Value Tess of Ineremporal Curren Accoun Models: Evidence from he Unied Kingdom and Canada Timohy H. Goodger Universiy of Norh Carolina a Chapel Hill November 200 Absrac This paper

More information

AP Calculus BC 2010 Scoring Guidelines

AP Calculus BC 2010 Scoring Guidelines AP Calculus BC Scoring Guidelines The College Board The College Board is a no-for-profi membership associaion whose mission is o connec sudens o college success and opporuniy. Founded in, he College Board

More information

Can Individual Investors Use Technical Trading Rules to Beat the Asian Markets?

Can Individual Investors Use Technical Trading Rules to Beat the Asian Markets? Can Individual Invesors Use Technical Trading Rules o Bea he Asian Markes? INTRODUCTION In radiional ess of he weak-form of he Efficien Markes Hypohesis, price reurn differences are found o be insufficien

More information

Real Exchange Rates. Menzie D. Chinn. University of Wisconsin, Madison and National Bureau of Economic Research. February 4, 2006

Real Exchange Rates. Menzie D. Chinn. University of Wisconsin, Madison and National Bureau of Economic Research. February 4, 2006 Real Exchange Raes Menzie D. Chinn Universiy of Wisconsin, Madison and Naional Bureau of Economic Research February 4, 2006 Acknowledgmens: Enry prepared for New Palgrave Dicionary. Seven Durlauf and Lawrence

More information

Behavior and Importance of Bank Loan Components after Monetary and Non-Monetary Shocks

Behavior and Importance of Bank Loan Components after Monetary and Non-Monetary Shocks Behavior and Imporance of Bank oan Componens afer Moneary and Non-Moneary Shocks Wouer J. den Haan Deparmen of Economics Universiy of California a San Diego CEPR & NBER Seven Sumner Deparmen of Economics

More information

Chapter 9 Bond Prices and Yield

Chapter 9 Bond Prices and Yield Chaper 9 Bond Prices and Yield Deb Classes: Paymen ype A securiy obligaing issuer o pay ineress and principal o he holder on specified daes, Coupon rae or ineres rae, e.g. 4%, 5 3/4%, ec. Face, par value

More information

Optimal Investment and Consumption Decision of Family with Life Insurance

Optimal Investment and Consumption Decision of Family with Life Insurance Opimal Invesmen and Consumpion Decision of Family wih Life Insurance Minsuk Kwak 1 2 Yong Hyun Shin 3 U Jin Choi 4 6h World Congress of he Bachelier Finance Sociey Torono, Canada June 25, 2010 1 Speaker

More information

Individual Health Insurance April 30, 2008 Pages 167-170

Individual Health Insurance April 30, 2008 Pages 167-170 Individual Healh Insurance April 30, 2008 Pages 167-170 We have received feedback ha his secion of he e is confusing because some of he defined noaion is inconsisen wih comparable life insurance reserve

More information

Empirical heuristics for improving Intermittent Demand Forecasting

Empirical heuristics for improving Intermittent Demand Forecasting Empirical heuriic for improving Inermien Demand Forecaing Foio Peropoulo 1,*, Konanino Nikolopoulo 2, Georgio P. Spihouraki 1, Vailio Aimakopoulo 1 1 Forecaing & Sraegy Uni, School of Elecrical and Compuer

More information

Principal components of stock market dynamics. Methodology and applications in brief (to be updated ) Andrei Bouzaev, bouzaev@ya.

Principal components of stock market dynamics. Methodology and applications in brief (to be updated ) Andrei Bouzaev, bouzaev@ya. Principal componens of sock marke dynamics Mehodology and applicaions in brief o be updaed Andrei Bouzaev, bouzaev@ya.ru Why principal componens are needed Objecives undersand he evidence of more han one

More information

ARCH 2013.1 Proceedings

ARCH 2013.1 Proceedings Aricle from: ARCH 213.1 Proceedings Augus 1-4, 212 Ghislain Leveille, Emmanuel Hamel A renewal model for medical malpracice Ghislain Léveillé École d acuaria Universié Laval, Québec, Canada 47h ARC Conference

More information

Chapter 1.6 Financial Management

Chapter 1.6 Financial Management Chaper 1.6 Financial Managemen Par I: Objecive ype quesions and answers 1. Simple pay back period is equal o: a) Raio of Firs cos/ne yearly savings b) Raio of Annual gross cash flow/capial cos n c) = (1

More information

The Grantor Retained Annuity Trust (GRAT)

The Grantor Retained Annuity Trust (GRAT) WEALTH ADVISORY Esae Planning Sraegies for closely-held, family businesses The Granor Reained Annuiy Trus (GRAT) An efficien wealh ransfer sraegy, paricularly in a low ineres rae environmen Family business

More information

Does International Trade Stabilize Exchange Rate Volatility?

Does International Trade Stabilize Exchange Rate Volatility? Does Inernaional Trade Sabilize Exchange Rae Volailiy? Hui-Kuan Tseng, Kun-Ming Chen, and Chia-Ching Lin * Absrac Since he early 980s, major indusrial counries have been suffering severe muli-laeral rade

More information

LECTURE: SOCIAL SECURITY HILARY HOYNES UC DAVIS EC230 OUTLINE OF LECTURE:

LECTURE: SOCIAL SECURITY HILARY HOYNES UC DAVIS EC230 OUTLINE OF LECTURE: LECTURE: SOCIAL SECURITY HILARY HOYNES UC DAVIS EC230 OUTLINE OF LECTURE: 1. Inroducion and definiions 2. Insiuional Deails in Social Securiy 3. Social Securiy and Redisribuion 4. Jusificaion for Governmen

More information

Order Flows, Delta Hedging and Exchange Rate Dynamics

Order Flows, Delta Hedging and Exchange Rate Dynamics rder Flows Dela Hedging and Exchange Rae Dynamics Bronka Rzepkowski # Cenre d Eudes rospecives e d Informaions Inernaionales (CEII) ABSTRACT This paper proposes a microsrucure model of he FX opions and

More information

The Optimal Inflation Rate in New Keynesian Models: Should Central Banks Raise Their Inflation Targets in Light of the ZLB?

The Optimal Inflation Rate in New Keynesian Models: Should Central Banks Raise Their Inflation Targets in Light of the ZLB? The Opimal Inflaion Rae in New Keynesian Models: Should Cenral Banks Raise Their Inflaion Targes in Ligh of he ZLB? Olivier Coibion Yuriy Gorodnichenko Johannes Wieland College of William and Mary U.C.

More information

Banking, Inside Money and Outside Money

Banking, Inside Money and Outside Money Banking, Inide Mone and Ouide Mone Hongfei Sun Deparmen of Economic Univeri of Torono (Job Marke Paper) Abrac Thi paper preen an inegraed heor of mone and banking. I addre he following queion: when boh

More information

Policies & Procedures. I.D. Number: 1071

Policies & Procedures. I.D. Number: 1071 Policie & Procedure Tile: Licened Pracical Nure (LPN ) ADDED SKILLS (Aigned Funcion) Auhorizaion: [x] SHR Nuring Pracice Commiee I.D. Number: 1071 Source: Nuring Dae Revied: Sepember 2004 Dae Effecive:

More information

Working Paper Monetary aggregates, financial intermediate and the business cycle

Working Paper Monetary aggregates, financial intermediate and the business cycle econsor www.econsor.eu Der Open-Access-Publikaionsserver der ZBW Leibniz-Informaionszenrum Wirschaf The Open Access Publicaion Server of he ZBW Leibniz Informaion Cenre for Economics Hong, Hao Working

More information

Interest Rates, Inflation, and Federal Reserve Policy Since 1980. Peter N. Ireland * Boston College. March 1999

Interest Rates, Inflation, and Federal Reserve Policy Since 1980. Peter N. Ireland * Boston College. March 1999 Ineres Raes, Inflaion, and Federal Reserve Policy Since 98 Peer N. Ireland * Boson College March 999 Absrac: This paper characerizes Federal Reserve policy since 98 as one ha acively manages shor-erm nominal

More information

Working Paper. Income inequality and Germany s current account surplus. February 2015. Patrick Grüning 1, Thomas Theobald 2 and Till van Treeck 3

Working Paper. Income inequality and Germany s current account surplus. February 2015. Patrick Grüning 1, Thomas Theobald 2 and Till van Treeck 3 Insiu für Makroökonomie und Konjunkurforschung Macroeconomic Policy Insiue February 25 Working Paper 47 Parick Grüning, Thomas Theobald 2 and Till van Treeck 3 Income inequaliy and Germany s curren accoun

More information

Chapter 6: Business Valuation (Income Approach)

Chapter 6: Business Valuation (Income Approach) Chaper 6: Business Valuaion (Income Approach) Cash flow deerminaion is one of he mos criical elemens o a business valuaion. Everyhing may be secondary. If cash flow is high, hen he value is high; if he

More information

Working Paper Modeling technological progress and investment in China: Some caveats

Working Paper Modeling technological progress and investment in China: Some caveats econor www.econor.eu Der Open-Acce-Publikaionerver der ZBW eibniz-informaionzenrum Wirchaf The Open Acce Publicaion Server of he ZBW eibniz Informaion Cenre for Economic Felipe, Jeu; McCombie, John Working

More information

Formulating Cyber-Security as Convex Optimization Problems

Formulating Cyber-Security as Convex Optimization Problems Formulaing Cyber-Securiy a Convex Opimizaion Problem Kyriako G. Vamvoudaki, João P. Hepanha, Richard A. Kemmerer, and Giovanni Vigna Univeriy of California, Sana Barbara Abrac. Miion-cenric cyber-ecuriy

More information

Module 4. Single-phase AC circuits. Version 2 EE IIT, Kharagpur

Module 4. Single-phase AC circuits. Version 2 EE IIT, Kharagpur Module 4 Single-phase A circuis ersion EE T, Kharagpur esson 5 Soluion of urren in A Series and Parallel ircuis ersion EE T, Kharagpur n he las lesson, wo poins were described:. How o solve for he impedance,

More information

Infrastructure and Evolution in Division of Labour

Infrastructure and Evolution in Division of Labour Infrarucure and Evoluion in Diviion of Labour Mei Wen Monah Univery (Thi paper ha been publihed in RDE. (), 9-06) April 997 Abrac Thi paper udie he relaionhip beween infrarucure ependure and endogenou

More information

Outline. Role of Aggregate Planning. Role of Aggregate Planning. Logistics and Supply Chain Management. Aggregate Planning

Outline. Role of Aggregate Planning. Role of Aggregate Planning. Logistics and Supply Chain Management. Aggregate Planning Logisics and upply Chain Managemen Aggregae Planning 1 Ouline Role of aggregae planning in a supply chain The aggregae planning problem Aggregae planning sraegies mplemening aggregae planning in pracice

More information

Multi-resource Allocation Scheduling in Dynamic Environments

Multi-resource Allocation Scheduling in Dynamic Environments MANUFACTURING & SERVICE OPERATIONS MANAGEMENT Vol. 00, No. 0, Xxxxx 0000, pp. 000 000 in 1523-4614 ein 1526-5498 00 0000 0001 INFORMS doi 10.1287/xxxx.0000.0000 c 0000 INFORMS Muli-reource Allocaion Scheduling

More information

Explore the Application of Financial Engineering in the Management of Exchange Rate Risk

Explore the Application of Financial Engineering in the Management of Exchange Rate Risk SHS Web o Conerence 17, 01006 (015) DOI: 10.1051/ hcon/01517 01006 C Owned by he auhor, publihed by EDP Science, 015 Explore he Applicaion o Financial Engineering in he Managemen o Exchange Rae Rik Liu

More information

Estimating the Term Structure with Macro Dynamics in a Small Open Economy

Estimating the Term Structure with Macro Dynamics in a Small Open Economy Esimaing he Term Srucure wih Macro Dynamics in a Small Open Economy Fousseni Chabi-Yo Bank of Canada Jun Yang Bank of Canada April 18, 2006 Preliminary work. Please do no quoe wihou permission. The paper

More information

cooking trajectory boiling water B (t) microwave 0 2 4 6 8 101214161820 time t (mins)

cooking trajectory boiling water B (t) microwave 0 2 4 6 8 101214161820 time t (mins) Alligaor egg wih calculus We have a large alligaor egg jus ou of he fridge (1 ) which we need o hea o 9. Now here are wo accepable mehods for heaing alligaor eggs, one is o immerse hem in boiling waer

More information