Doctrine of Purchasing Power Parity: An Analysis based on Cointegration and Wavelet regression

Size: px
Start display at page:

Download "Doctrine of Purchasing Power Parity: An Analysis based on Cointegration and Wavelet regression"

Transcription

1 IOSR Journal Of Humaniies And Social Science (IOSR-JHSS) e-issn: , p-issn: Volume 7, Issue 4 (Jan. - Feb. 3), PP Docrine of Purchasing Power Pariy: An Analysis based on Coinegraion and Wavele regression Niyai Bhana Arif Billah Dar Amaresh Samanaraya 3,,3 (Deparmen of Economics, Pondicherry Universiy, Puducherry-654, India) Absrac: The sudy revisis he docrine of purchasing power pariy (PPP) for four maor bilaeral exchange raes agains Indian rupee namely; rupee-dollar, rupee-pound, rupee-yen and rupee-euro exchange raes. Firs, he long run validiy of he hypohesis is esed using Granger-Engle coinegraion along wih Johansen mulivariae coinegraion echnique. Boh he ess provide suppor for he PPP hypohesis a he long run. Furher, he issue is examined under ime domain framewor using recenly advanced Wavele-based regression analysis ha provide decisive suppor for he PPP over 4~8 monhs horizon for rupee-dollar exchange rae and over 4~8 monhs as well as over more han 3 monhs horizon for he rupee-yen exchange rae. Keywords: Coinegraion, Foreign exchange rae, Purchasing power pariy, Wavele. I. Inroducion Undersanding he behaviour of exchange rae is one of he highly exciing and debaed issues wihin he area of inernaional finance. Inense research aciviies have been carried ou by researchers and academicians o race he behaviors of exchange rae boh under he perspecive of shor and long run. This sudy aemps o analyse he behaviour of exchange rae in he ligh of mos prominen heory of exchange rae deerminaion, namely, Purchasing Power Pariy (PPP). The PPP is one of he cornersones in he inernaional macroeconomics and provides fundamenal building bloc for many sophisicaed exchange rae models. Based on he Law of One Price (LOP), he PPP hypohesis saes ha prices in he wo differen counries should be equal o each oher when expressed in erms of he same currency. Consruced as a long-run heory of equilibrium exchange rae, PPP duly recognizes he possible deviaions in he shor-run from he pariy. I, however, argues for forces capable of resoring he pariy in he long-run. In is absolue version PPP requires he nominal exchange rae o be proporional wih he raio of he domesic o he foreign price level. This form of PPP is quie unliely o hold precisely because he exisence of ransporaion cos, disoring effecs of ariff and non-ariff barriers o rade and imperfec informaion. Noneheless, i is argued ha a weaer form of PPP nown as relaive PPP can be expeced o hold even in he presence of such disorion. This weaer form of PPP argues ha exchange rae will adus by he amoun of inflaion differenial beween wo economies. There are various consideraions from policy perspecive ha maes empirical validiy of he PPP docrine highly crucial. Firs, reecion of PPP in some sense indicaes persisen misalignmen of exchange rae (Alba and Par, 5). Second, for deermining pariies of exchange rae PPP concep is ofen pu ino pracice. Third, i is also used o esimae exchange rae misalignmen i.e. deviaion of exchange rae from equilibrium level, and in devising proper policy response. Las bu no he leas, he hypohesis of PPP provides he fundamenal assumpion of many exchange rae models ha has developed in laer sage e.g. flexible-price moneary model, over-shooing model of Dornbusch (976). I is, hus, imperaive o examine he validiy of PPP hypohesis empirically. There has been exensive research aciviy carried ou over he years evaluaing empirical validiy of he PPP docrine. No conclusive evidence ye, however, reached a. The suppor for PPP has waxed and waned over he years. Woring wih very long panel daa se; covering say a paricular era or moneary regime, sudies of Officer (98), Abauf and Jorion (99), Lohian (99), Lohian and Taylor (996) amongs ohers uncovered srong evidence of mean reversion in real exchange rae validaing PPP hypohesis. On he oher side, he empirical sudies based on ime series analysis of shor spans of daa for recen floaing-raes (e.g. Frenel; 98, Meese and Rogoff; 983) led o mass reecion of PPP hypohesis. These sudies, neverheless, have been criicized for heir low power of ess and insufficien ime-series variaion. The research aciviy over las wo decades, however, has winessed a renewed ineres in PPP ha explois more daa and sophisicaed higherpowered echniques and non-linear mehods o overcome shorcomings of earlier sudies. This generaion of research [Cheung and Lai 998, Taylor and Sarno 998, Culver and Papell 999, Bahmani-Osooee and Gelan 6; Wallace 8; Chang e al., ] have demonsraed validiy of PPP wih reecion of he so-called random wal hypohesis and mean reversion of real exchange rae. Wih hese newly emerging lieraures, now i appears ha in he long run PPP indeed holds wih a half-life of deviaions being 3 o 5 years (Taylor 995; Froo and Rogoff, 995, Taylor and Taylor, 4). 9 Page

2 Docrine of Purchasing Power Pariy: An Analysis based on Coinegraion and Wavele regression Moreover, he plehora of empirical lieraure on he Purchasing Power Pariy seems highly lop-sided given he disproporionaely hin number of sudies available in he conex of developing economies. One of he earlies sudies of PPP on developing economies is conduced by McNown and Wallace (989); ha esed for coinegraion using boh monhly CPI and WPI daa for four high inflaion counries of Argenina, Brazil, Chile, and Israel. Using Engle-Granger wo-sep mehod, hey found supporive evidence of PPP in Argenina, Chile, and Israel. More recenly, a sudy by Doganlar e al. (9) examined he PPP hypohesis for en emerging mare economies including India. Employing Johansen coinegraion echnique, he sudy reeced co-inegraion beween he exchange rae and prices for eigh counries including India. Sudies in Indian conex are relaively handful. Among ohers, Kularni and Charaborhy (99) using Ordinary Leas Squares have found evidence supporing relaive PPP for INR-USD exchange rae over he period 977 hrough 987. Under coinegraion framewor Moshin and Kamaiah (993), however, repor no long-run relaionship beween exchange rae of INR vis-à-vis USD, Pound, German Mar and Japanese Yen, and he corresponding price raios; hus, reecing long run validiy of PPP. In anoher rigorous sudy Nag and Mira (998) repored mixed resul for Rupee-Dollar exchange rae for he period 957 o June 997. Woring wih Engle-Granger wo-sep co-inegraing regression framewor, hey found some evidence of coinegraion a only percen level of significance; however he coefficien resricions imposed by absolue and relaive PPP were reeced by Wald s es. Furher, Johansen s coinegraion es under VAR se-up hough showed exisence of a leas one co- inegraing vecor, he error correcion coefficiens urns ou no o be significan. The sudy, hus, concludes ha in he long run here is unmisaable evidence for some degree of impac of changes in price-raios on he nominal exchange rae, hough srengh of his relaion is no as rigid and srong as prediced by PPP. Employing higher-powered uni-roo ess e.g. ADF-GLS and ADF-WS; ha promise o improve power of small sample, Kohli () showed ha boh CPI-deflaed as well WPI-CPI raio deflaed real rupee-dollar exchange rae o exhibi mean-revering endencies over floaing regime (993: o :3) of India. However, he daa se did no suppor mean-reversion or saionariy of rade-weighed REER series over he same period. On he above bacdrop, i may be noed ha exchange rae of Indian Rupee vis-à-vis US dollar has winessed significan swings in he recen years, paricularly in he run up o and afermah of recen global financial crisis. The purpose of he presen sudy is wo-fold. Firsly, wih laes daa, i aemps o reexamine relaive version of PPP for Indian Rupee agains he currency of is leading rade parners USA, Japan, Grea Briain and European Union using various economeric mehodologies viz; Granger-Engle -sep regression, Johansen mulivariae coinegraion procedure and finally recenly developed mehodology of semi-parameric wavele based regression. Secondly, he maor innovaion of his paper lies wih applicaion of wavele based regression echnique ha enables o decompose he variable of exchange rae change and inflaion differenial ino differen ime scales and hen o ess he validiy of PPP a differen ime scales using Ordinary Leas Squares (OLS). This paper is organized as follows. Secion II ses ou he mehodology used in his sudy. Secion III provides deails of daa used for esimaion. Secion IV repors he resuls wih inferences and he final secion V concludes. II. Mehodology The presen sudy use wo differen mehods of coinegraion es are used o reexamine he long run equilibrium relaionship beween nominal exchange rae, domesic and foreign price series; viz. Granger-Engle -sep coinegraion regression (987) and Johansen-Juselius mulivariae coinegraion echnique (99). The Granger-Engle coinegraion (987) involves wo-sep esimaion process: regression analysis based on he Ordinary Leas Squares (OLS) mehod followed by saionariy es of he regression residual. This approach, however, fails o deec he number of coinegraion vecors in case of more han wo variables and suffers from simulaneous equaion bias. The coinegraion echnique of Johansen and Juselius (99) neverheless, addresses hese issues employing sysem of VAR o deec number of coinegraing vecors and he Maximum Lielihood (ML) mehodology for he esimaion. Boh of hese ess have been popularized by many applicaions and are considered as sandard procedures for esing coinegraion. Deail discussion of hese mehodologies discussion is hence avoided. The equaion esimaed for Bivariae Granger-Engle coinegraing regression: ln E (ln P ln P ) u () and for he Johansen mulivariae coinegraion mehod we consider he following vecor in VAR framewor: ln( E )ln( P )ln( P ) () For furher reference see Granger-Engle (987), Johansen and Juselius (99), and Johansen (99). Page

3 Docrine of Purchasing Power Pariy: An Analysis based on Coinegraion and Wavele regression where, ln E is he log of he domesic exchange rae per uni of foreign currency, ln P is he log of domesic price index and ln P is he log of foreign price index and u is sochasic disurbance erm. We also use he wavele mehodology o decompose he exchange rae change and inflaion differenials ino differen ime scales. Waveles are mahemaical funcions ha give he mahemaically equivalen represenaion of daa and cu up daa ino differen frequency componens, wih a resoluion mached o is scale. These funcions use basis funcion ha is dilaed (hrough a scale or dilaion facor) and shifed (hrough a ranslaion or locaion parameer) along he signal so as o provide a ime-frequency represenaion where all informaion is associaed wih specific ime horizons and locaions in ime. Wavele are similar o a sine and cosine funcions because hey oscillae around zero, bu differ because hey are well localized boh in he ime and frequency domains. In conras o Fourier analysis, waveles are compacly suppored as all proecions of a signal ono he wavele space are essenially local, no global, and hus need no be homogeneous over ime. Waveles are flexible in handling a variey of non-saionary signals. Waveles, in opposiion o ime and frequency domain analysis, consider non-saionariy as an inrinsic propery of he daa raher han a problem o be solved by pre-processing he daa. There are wo basic wavele funcions: he faher wavele and he moher wavele. Formally he faher waveles can be represened as / (3) Defined as non-zero over a finie ime lengh suppor ha corresponds o moher waveles given by /. (4) where J=,,3,...,J in a J-level decomposiion. The faher wavele inegraes o one and reconsrucs he rend componen (longes ime scale componen) of he series. The moher wavele inegraes o zero and describes all deviaions from he rend. In order o compue he decomposiion, wavele coefficiens a all scales represening he proecions of he ime series ono he basis generaed by he chosen family of waveles need o be calculaed firs, hey are f ( d ) S f ( ) Coefficiens d. and S, are wavele ransform coefficiens represening he proecion ono moher and faher waveles, respecively. The series or funcion f () in L ( R ) can be shown in wavele represenaion as f ) S ( ) d ( ) d ( ) d ( )... (5) (,, Here J refers o he number of scales (muliresoluion componens) and K ranges from o he number of coefficiens in he specified componens. The original ime series framewor can be given as f ( ) S D D D D (6) S, D represen S, ( ) and d ( ) respecively wih,, J. f in muliresoluion decomposiion The sequenial se of erms ( S, D,... D,..., D ) in equaion (6) show he componens of original unfilered series represened a differen resoluions. These componens a differen resoluions are herefore, again esimaed using Equaion (). Finally, we es he equaion for relaionship beween unfilered exchange rae change and inflaion differenial; ln E ( ln P ln P ) u (7) Where, he one-period change in he variable and oher variables are as explained earlier. All series are expressed in naural logarihms form and he change in he log of a variable represens relaive change in he variable. For PPP o hold he regression esimaes suppose o yield =. Page

4 Docrine of Purchasing Power Pariy: An Analysis based on Coinegraion and Wavele regression III. DATA The daa used in his sudy are monhly observaion spanning from April 99 o Sepember. Mos par of he sample period corresponds o mare-based exchange rae sysem in India emerged on March 993. Nominal exchange raes are he bilaeral exchange rae of Indian Rupee vis-a-vis US dollar, Briish Pound, Japanese Yen and European Union s Euro. The daa are aen from he Handboo of Saisics on Indian Economy - published by he Reserve Ban of India. Exchange raes in erms of above four foreign currencies guided by he fac ha hey are maor currencies raded in he inernaional mare and hese counries are leading rade parners for India. Wholesale price Index (WPI) of India and Consumer Price Index (CPI) of is rade parners are used o represen domesic and foreign price respecively and he daa source is he Inernaional Financial Saisics (IFS) CD-ROM published by he Inernaional Moneary Fund (IMF). In Indian case we used WPI as he indicaor for general prices due o is advanage in erms of coverage, updaed base and wide use in policy and research. IV. Resuls And Discussion This secion ses ou he approach for esing he PPP hypohesis. To ensure he validiy of he differen economeric ess, firs he saionary propery of all he ime series are esed by using Augmened Dicey- Fuller (ADF) and Phillips-Perron (PP) ess. The appropriae lag srucures were seleced by Schwarz Informaion Crierion (SIC) for ADF and Newey Wes using Barle Kernel for PP ess. The uni roo resuls are presened in Table. All he saisics show ha nominal exchange rae and price series are non-saionary a heir levels bu saionary a firs difference. Table. Uni Roo Tes Resuls ADF Value Phillip-Perron Value Counry Series Level Firs difference Level Firs difference India WPI -.99(.75) -.8(.) -.8 (.7) -.5(.) USA CPI -.87 (.79) -9.7 (.) -.83 (.8) -8.9 (.) EXR.7 (.94) -.6(.) -.9 (.33) -.8 (.) UK CPI.(.99) -.87 (.5).46 (.98) -6. (.) EXR -.39(.58) -.9 (.) -.45 (.55) -.69 (.) JAP CPI -.34(.5) -3.9 (.3) -.69 (.8) -3.6 (.) EXR -.7(.4) -. (.) -.63 (.47) -.6 (.) EU CPI -.34(.4) -5.5 (.) -.3 (.5) -.55 (.) EXR -.8(.64) -4.6 (.) -.8 (.64) -4.6 (.) Figures in (#) are p-values and he values higher han.5 (5%) show ha uni roo hypohesis is no reeced. We proceed o es he PPP hypohesis using various coinegraion mehodologies. Saring wih simple Granger- Engle (978) wo-sep procedure, he OLS regression based on equaion () is firs carried ou and subsequenly residuals are esed for saionariy using ADF, Phillps-Perron and KPSS procedure. If he variables are coinegraed he residual should follow saionary process. The resuls so obained are repored in Table. I may be observed ha, he null of non-saionariy is reeced for Japan and European Union under he es of ADF and Philip-Perron, indicaing exisence of long run associaion beween he nominal exchange rae and he corresponding price variables. However, he radiional uni roo ess are no very powerful agains relevan alernaives (Diebold and Rudebusch, 99). The radiional uni roo ess by design are formulaed o ensure he accepance of null hypohesis of uni-roo unless here is srong evidence agains i (Chen, 995). We hus direcly es he null of no-uni roo for residuals from OLS regression using KPSS es. The KPSS es resuls presened in Table show ha, apar from EU he null of saionariy of error erm canno be reeced for any of he counry under consideraion. Moreover, he Wald es saisics acceps he proporionaliy resricion ( ) for boh USA and UK. Therefore we argue ha here is some evidence in favour of long run PPP hough he suppor is wea. Page

5 Docrine of Purchasing Power Pariy: An Analysis based on Coinegraion and Wavele regression Table. Granger-Engle -sep Coinegraion es resuls: ADF Tes Phillip-Perron KPSS H : USA (.) UK (.7) JAPAN (.) EU (.) Noe: Figures in (#) are p-values and he values higher han.5 (5%) show ha uni roo hypohesis is no reeced. For KPSS es criical values are.739,.463,.347corresponding o %, 5% and % level of significance respecively. and denoe significance a % and 5% level, respecively. To gain furher insigh ino he issue, he long run equilibrium relaion beween nominal exchange rae and wo price series are esed using Johansen mulivariae coinegraion echnique (Johansen, 988, 99). Firs he wea-version of PPP ha imposes no resricion on he coinegraing vecor and requires only he coinegraion among he exchange rae and he wo price series, is esed. Second, he es for he srong-version of PPP ha implies no only he exisence of a leas one coinegraing vecor bu also ha he proporionaliy resricions are saisfied, is conduced. Before saring he coinegraion analysis, he appropriae lag lengh in VAR is deermined using Schwarz Informaion Crierion (SIC) for specifying he lag srucures of he equaions in he VARs. The Johansen coinegraion es hen has been conduced and he resuls are repored in Table 3. The coinegraion resuls show ha for boh he race and maximum eigenvalue ess he hypohesis of no coinegraing vecor is reeced for Rupee exchange rae vis-à-vis USD, Pound Serling and Euro a percen level of significance. In case of Japan, however, wo coinegraing vecor is deeced by he race es a 5 percen significance level, bu he maximum-eigen resul sugges only one coinegraing vecor a percen level. Table.3 Johansen coinegraion es resuls Counry Lag Hypohesized no. of CE(s) Trace saisic Max-Eigen None 5.99 (.) 44.8 (.) USA A mos 8.7 (.76) 5.65 (.83) A mos 3.6 (.57) 3.6 (.57) None 48.7 (.) 3.6(.) UK A mos 7.44 (.) 4.38(.8) A mos 3.6 (.57) 3.6 (.57) None 7.86 (.) 5.3 (.) JAPAN A mos.83 (.4). (.7) A mos 8.63 (.6) 8.63 (.6) None 83. (.) 64. (.) EU A mos 9. (.7).7 (.) A mos.3 (.6) 7.38 (.) Figures in (#) are p-values. and denoes reecion of he hypohesis a 5% and % level respecively. Table 4 repors esimaes of he coinegraing vecor normalized on he spo exchange rae. These esimaes have coefficiens carrying correc signs only in case of Japan and EU, however, are saisically insignifican. The formal es resuls for he symmery ( ) and proporionaliy ( ) resricions are also When here is more han one coinegraion vecor, we have chosen he one corresponding o he larges eigenvalue. following Chen (995). 3 Page

6 Docrine of Purchasing Power Pariy: An Analysis based on Coinegraion and Wavele regression repored Table 4. The Lielihood raio (LR) es suggesed by Johansen and Juselius (99) provide srong evidence in favour of boh symmery and proporionaliy hypohesis for all he counries under he sudy. The Johansen s maximum lielihood approach, hence, sugges coinegraion among nominal exchange rae and wo price series validaing long run PPP hypohesis. We hen proceed o esimae he error correcion model (ECM) o analyse how shor run discrepancy, if any, correced hus, o capure how rapidly long-run PPP is aained. The esimae of he marix of he error correcion erms are presened in Table 5. The coefficiens of his marix are inerpreed as he weighs wih which PPP deviaion is correced in each of he hree equaions (Koureas, 997). The error correcion erms from he equaion for he change in he exchange rae and foreign price have correc sign only for USA and EU. However, adusmen coefficien from he change in he domesic price equaion carries wrong sign in each of he cases excep for Japan. The magniudes of adusmen coefficiens in all he cases, moreover, are very poor and almos close o zero. The Johansen mulivariae coinegraion es, hus, sugges evidence in favour of boh wea and srong version of long run PPP, hough convergence speed of deviaion from PPP is reasonably low a around zero level. Table.4 Esimaed Coefficiens and Hypohesis esing e p p u Eigen Vecors USA.69 (.66) UK 3. (.74) JAPAN -.33 (-.5) Hypohesis Tes : H H ] : ] -3.6 (-.68) -.39 (-.86) 38.9 (-.79) [ 3.35 [.55].9 [.59].46 [.] [ 3.4 [.5].45 [.5].7 [.49] EU -.78 (-.6).59 (.3).9 [.6].46 [.49] Noes: e, p and p denoes he spo exchange rae, domesic and foreign price index respecively. The eigenvecors have been normalized wih respec o he esimaed coefficien on he nominal exchange rae e. H and H denoes a lielihood saisic for he null hypohesis indicaed in parenhesis, consruced as cenral under he null wih r s degrees of freedom, where r denoes he number of coinegraing vecors and s is he number of resricions. (#) are -saisics and [#] are marginal significance levels. e USA -. (-.7) UK. (.5) JAPAN. (.79) EU -.5 (-.9) Noes: (#) are -saisics. Table.5 Speed of Adusmen Mechanism p p -.4 (-4.99) -.3 (-4.9). (7.9) -. (-5.73) -. (-5.84) -. (-3.43). (.45) -.3 (-6.48) The maor limiaion, however, wih coinegraion and error correcion mehodology is ha i fails o poin ou he exac ime period wihin which PPP holds. This sudy addresses his crucial issue wih recenly advanced semi-parameric wavele based regression mehodology. Under his framewor our sudy aemps o address following conroversial issues surrounding he PPP heory: Firs; is PPP a valid heory peraining o differen ime scales (long run, medium run and shor run) or exclusive o long run as eviden from our empirical exercise conduced above? Second; wha exacly is he ime scale wihin which PPP holds if i is a valid hypohesis? 4 Page

7 Docrine of Purchasing Power Pariy: An Analysis based on Coinegraion and Wavele regression We firs examine he saionary propery of he nominal exchange rae change and inflaion differenial by using Augmened Dicey-Fuller and Phillips-Perron ess. The resuls are presened in Table 6 and i shows ha all series are saionary a levels. We use he Daubechies (LA8) leas asymmeric o decompose boh he series ino differen ime scales. Furher Maximal Overlap Discree Wavele Transform (MODWT) was used over he more convenional orhogonal DWT because, by giving up orhogonaliy, he MODWT gains aribues ha are far more desirable in economic applicaions. For example, he MODWT can handle inpu daa of any lengh, no us powers of wo; i is ranslaion invarian ha is, a shif in he ime series resuls in an equivalen shif in he ransform; i also has increased resoluion a lower scales since i oversamples daa (meaning ha more informaion is capured a each scale); he choice of a paricular wavele filer is no so crucial if MODWT is used and, finally, exceping he las few coefficiens, he MODWT is no affeced by he arrival of new informaion. The applicaion of he MODWT wih a number of scales J = 4 produces five MODWT deail vecors D, D, D 3, D 4 and one smooh vecor A 4, where each Table.6 Uni roo es EXR change ADF PP Inflaion Diff. ADF PP Rupee-Dollar India-US Rupee-Pound India-UK Rupee-Yen India- Japan Rupee-Euro India-Euro Noe: denoes he significance a % level. wavele scale is associaed wih a paricular ime period [ J J ]. Since we use monhly daa, herefore he firs deail level D capure oscillaions beween wo o four monhs; while deails D, D 3, D 4 and A 4 capure oscillaions wih periods beween four eigh, eigh sixeen, sixeen hiry wo and more han hiry wo monhs respecively. The ime inerpreaions of differen scales are presened in appendix Table.. We run he regressions for aggregae ime series and series a differen ime scales by esimaing equaion (7). A aggregae level (Agg) and lower scale D here is no evidence of he pariy o hold. However, our ordinary leas square resuls semming from he regressions a ime scale D exhibi some evidence for validiy of PPP for rupeedollar and rupee-yen rae. Corresponding o ime scale D, ha capures variaion over four-eigh monhs period, he coefficien of inflaion rae differenial ( ) in case of India-US and India-Japan regression found o be significan a 5% level. The Wald resricion of = is also acceped for he regression corresponding o India-Japan a D ime scale. The coefficien of inflaion rae differenial ( ) also found o be significan a scale A 4, ha capures oscillaion over hiry wo- sixy four monhs, for India-Japan regression a 5% level of significance wih accepance of resricion = by he Wald es. The adused R neverheless remains relaively low around percen o 5 percen for boh he regressions. No evidence of he pariy, however, is obained for UK and EU a any of he ime scale. Thus, for India, our resuls reec he validiy of PPP a aggregae and very lower ime scales (D) bu lend suppor only a medium o higher ime scales; more specifically over 4 o 8 monhs horizon for rupee-dollar rae and over 4 o 8 monhs as well as over more han 3 monhs horizon for rupee-yen exchange rae. Table.7 Regression resuls of exchange rae change on inflaion differenials IND-US Agg D D D3 D4 A4.(.5).(.99) -.(.99).(.99) -.(.99).(.).(.9).(.67).44(.5).(.6).64(.3) -.6(.3) AdR IND-UK Agg D D D3 D4 A4 -.(.74).(.4).(.99).(.99) -.(.99).(.6).9(.9) -.4(.65).9(.76).3(.9).99(.8) -.44(.8) AdR IND- JP Agg D D D3 D4 A4 5 Page

8 Docrine of Purchasing Power Pariy: An Analysis based on Coinegraion and Wavele regression.(.3).(.99).(.99).(.99) -.(.99) -.(.79).6(.6) -.3(.93).63(.4) -.4(.65) -.8(.7).7(.4) AdR IND-EU Agg D D D3 D4 A4 -.(.).(.99) -.(.99) -.(.99).(.).(.38) -.65(.) -.57(.) -.65(.) -.6(.) -.7(.).(.9) AdR Noe: p-values are in parenhesis. Wald saisic is used o es he hypohesis of relaive PPP ( ). Coefficiens saisically equal o one are shown in aseris. Sandard errors are correced by Newey and Wes (987) mehod. The sudy, herefore, validaes he Purchasing Power Pariy as a heory basically perains o medium o long ime horizon; more precisely no a leas o shor run, corroboraing our resuls of coinegraion analysis. Moreover, in he ligh of consensus in he lieraure regarding he horizon over which PPP holds in he long run (abou 7 o years wih a half-life deviaion of 3 o 5 years), his sudy provides quie an encouraging imeframe for he long-run wih PPP holding over 6 monhs o more han 3 monhs period. V. Conclusion This paper revisied he docrine of Purchasing power pariy considering four maor bilaeral exchange raes via-a-vis Indian-Rupee. The sudy firs examined he long run validiy of PPP hypohesis using wo disinc coinegraion echniques; he Granger-Engle coinegraion and he Johansen-Juselius coinegraion echnique. The Granger-Engle es suggess validiy of long run PPP, hough wea, for all he exchange raes under he consideraion. Corroboraive resuls are also obained wih Johansen mulivariae analysis. No significan error correcion is, however, winessed for any of he exchange rae under sudy. We move forward o analysis he hypohesis a differen ime domain using much advanced mehodology of wavele-based regression. The applicaion of wavele analysis provides a new loo ino PPP docrine and an alernaive reassessmen of is validiy over well-defined horizons raher han arbirary-chosen shor run or long run. The empirical resuls sem from he wavele framewor provide decisive suppor for PPP only a medium o higher ime scales; more specifically in case of rupee-dollar exchange rae over four o eigh monhs horizon and for he rupee-yen exchange rae over four o eigh monhs as well as over more han hiry wo monhs horizon. Thus, we conclude ha he PPP is a relevan hypohesis peraining over medium o long-run only. References: [] J.D. Alba, and D. Par, An empirical invesigaion of Purchasing Power Pariy (PPP) for Turey, Journal of Policy Modeling, 7, 5, [] R. Dornbusch, Expecaions and Exchange rae dynamics, Journal of Poliical Economy, 84(6), Dec. 976, [3] L.H. Officer, Purchasing Power Pariy and Exchange Raes: Theory, Evidence and Relevance, 98, (Greenwich, CT: JAI Press). [4] N. Abauf, and P. Jorion, Purchasing Power Pariy in he long Run, Journal of Finance, 45(), 99, [5] J.R. Lohian, A Cenury of Yen Exchange Rae Behaviour, Japan and he World Economy, (), 99, [6] J. R. Lohian, and M. P. Taylor, Real Exchange Rae Behaviour: The Recen Floa from he Perspecive of he Pas Two Cenuries, Journal of Poliical Economy, 4(3), 996, [7] J.A. Frenel, Flexible Exchange Raes, Prices, and he Role of News : Lessons from he 97s, Journal of Poliical Economy, 89(4), Aug. 98, [8] R. Meese, and K. Rogoff, The Ou-of-Sample Failure of Empirical Exchange Rae Models: Sampling Error or Misspecificaion?, Exchange Raes and Inernaional Macroeconomics, 983, 67-, Naional Bureau of Economic Research, Inc. [9] Y. W. Cheung, and K. S. Lai, Pariy reversion in real exchange rae during he pos-breon Woods period, Journal of Inernaional Money and Finance, 7(4), 998, [] M.P. Taylor, and L. Sarno, The Behaviour of Real Exchange Raes during he pos-breon Woods Period, Journal of Inernaional Economics, 46, 998, 8-3. [] S. E. Culver, and D.H. Papell, Long Run PPP wih Shor-Run Daa: Evidence wih a Null Hypohesis of Saionariy, Journal of Inernaional Money and Finance, 8(5), 999, [] M. Bahamani-Osooee, and A. Gelan, Tesing he PPP in he non-linear framewor: Evidence from Africa, Economics Bullein, 6, 6, -5. [3] F. Wallace, Nonlinear uni roo ess of PPP using long-horizon daa, Economics Bullein, 6, 8, -8. [4] T. Chang, S.Y. Lin, and H.J. Chang, Are real exchange raes nonlinear wih a uni roo? Evidence on purchasing power pariy for China: A noe, Economics Bullein, 3,, [5] M.P. Taylor, The Economics of Exchange Raes, Journal of Economic Lieraure, 33(), 995, [6] K. A. Froo, and K. Rogoff, Perspecives on PPP and Long-run Real Exchange Raes, Handboo of Inernaional Economics, 3(), 995, [7] A.M. Taylor, and M.P. Taylor, The purchasing power pariy debae, Journal of Economic Perspecives, 8, 4, [8] R. McNown, and M.S. Wallace, Naional Price Levels, Purchasing Power Pariy, and Coinegraion: A Tes of Four High Inflaion Economies, Journal of Inernaional Money and Finance, 8(4), 989, Page

9 Docrine of Purchasing Power Pariy: An Analysis based on Coinegraion and Wavele regression [9] M. Dogganlar, H. Bal, and M. Ozmen, Tesing long-run validiy of purchasing power pariy for seleced emerging mare economies, Applied Economics Leers, 64(4),, [] K. Kularnni, and D. Charaborhy, An Empirical Evidence of PPP Theory: A Case sudy of Indian Rupee and US dollar, Margin, () & (), 99, [] Md. Moshin, and B. Kamaiah, PPP Docrine: An Empirical Verificaion, Journal of Foreign Exchange and Inernaional Finance, VI (4), 993, [] A.K. Nag, and A. Mira, Exchange Rae of he Rupee and Purchasing Power Pariy, Economic and Poliical Wealy, 33(5), 998, [3] R. Kohli, Real Exchange Rae Saionariy in Managed Floas: Evidence from India, Economic and Poliical Wealy, 37(5),, [4] R.F. Engle, and C.W.J. Granger, Co-inegraion and error-correcion: represenaion, esimaion, and esing, Economerica, 55, [5] S. Johansen, and K. Juselius, Maximum Lielihood Esimaion and Inference on Coinegraion-wih Applicaion o he Demand for Money, Oxford Bullein of Economics and Saisics,5, 99, 69-. [6] S. Johansen, Esimaion and Hypohesis Tesing of Coinegarion Vecors in Gaussian Vecor Auoregressive Models, Economerica, 59, 99, [7] F. Diebold, and G. Redebusch, On he Power of Dicey-Fuller ess agains fracional alernaives, Economics Leers, 35, 99, [8] B. Chen, Long-run purchasing power pariy: Evidence from some European Moneary Sysem counries, Applied Economics, 7, 995, [9] S. Johansen, Saisical Analysis of Coinegraing Vecors, Journal of Economic Dynamics and Conrol,, 988, [3] G. Koureas, The Canadian Dollar and Purchasing Power Pariy during he Recen Floa, Review of Inernaional Economics, 5, 997, [3] Daubechies, Ten Lecures on Waveles, SIAM, Philadelphia, 99. Appendix Table : Time inerpreaion of differen scales Scale Monhly frequency Period definiion D -4 monhs Shor run D 4-8 monhs D3 8-6 monhs Medium run D4 6-3 monhs More han 3 monhs Long run A 4 7 Page

The Relationship between Money Demand and Interest Rates: An Empirical Investigation in Sri Lanka

The Relationship between Money Demand and Interest Rates: An Empirical Investigation in Sri Lanka The Relaionship beween Money Demand and Ineres Raes: An Empirical Invesigaion in Sri Lanka R. C. P. Padmasiri 1 and O. G. Dayarana Banda 2 1 Economic Research Uni, Deparmen of Expor Agriculure 2 Deparmen

More information

Purchasing Power Parity (PPP) in the Long-Run: A Cointegration Approach. Md. Nisar Ahmed Shams * S. M. Woahid Murad **

Purchasing Power Parity (PPP) in the Long-Run: A Cointegration Approach. Md. Nisar Ahmed Shams * S. M. Woahid Murad ** Purchasing Power Pariy (PPP) in he Long-Run: A Coinegraion Approach Md. Nisar Ahmed Shams * S. M. Woahid Murad ** Absrac: This paper inends o es he long-run purchasing power pariy (PPP) in Bangladesh economy

More information

1 Purpose of the paper

1 Purpose of the paper Moneary Economics 2 F.C. Bagliano - Sepember 2017 Noes on: F.X. Diebold and C. Li, Forecasing he erm srucure of governmen bond yields, Journal of Economerics, 2006 1 Purpose of he paper The paper presens

More information

An Alternative Test of Purchasing Power Parity

An Alternative Test of Purchasing Power Parity An Alernaive Tes of Purchasing Power Pariy Frederic H. Wallace* Deparmen of Managemen and Mareing Prairie View A&M Universiy Prairie View, Texas 77446 and Gary L. Shelley Deparmen of Economics, Finance,

More information

A Note on Missing Data Effects on the Hausman (1978) Simultaneity Test:

A Note on Missing Data Effects on the Hausman (1978) Simultaneity Test: A Noe on Missing Daa Effecs on he Hausman (978) Simulaneiy Tes: Some Mone Carlo Resuls. Dikaios Tserkezos and Konsaninos P. Tsagarakis Deparmen of Economics, Universiy of Cree, Universiy Campus, 7400,

More information

Money Demand Function for Pakistan

Money Demand Function for Pakistan Money Demand Funcion for Pakisan Nisar Ahmad, Amber Naz, Amjad Naveed and Abdul Jalil 1 Absrac The main objecive of his sudy is o empirically esimae he long run money demand funcion for Pakisan using ime

More information

On the Impact of Inflation and Exchange Rate on Conditional Stock Market Volatility: A Re-Assessment

On the Impact of Inflation and Exchange Rate on Conditional Stock Market Volatility: A Re-Assessment MPRA Munich Personal RePEc Archive On he Impac of Inflaion and Exchange Rae on Condiional Sock Marke Volailiy: A Re-Assessmen OlaOluwa S Yaya and Olanrewaju I Shiu Deparmen of Saisics, Universiy of Ibadan,

More information

Money, Income, Prices, and Causality in Pakistan: A Trivariate Analysis. Fazal Husain & Kalbe Abbas

Money, Income, Prices, and Causality in Pakistan: A Trivariate Analysis. Fazal Husain & Kalbe Abbas Money, Income, Prices, and Causaliy in Pakisan: A Trivariae Analysis Fazal Husain & Kalbe Abbas I. INTRODUCTION There has been a long debae in economics regarding he role of money in an economy paricularly

More information

What is Driving Exchange Rates? New Evidence from a Panel of U.S. Dollar Bilateral Exchange Rates

What is Driving Exchange Rates? New Evidence from a Panel of U.S. Dollar Bilateral Exchange Rates Wha is Driving Exchange Raes? New Evidence from a Panel of U.S. Dollar Bilaeral Exchange Raes Jean-Philippe Cayen Rene Lalonde Don Colei Philipp Maier Bank of Canada The views expressed are he auhors and

More information

Purchasing Power Parity Hypothesis in Developing Economies: Some Empirical Evidence from Sri Lanka

Purchasing Power Parity Hypothesis in Developing Economies: Some Empirical Evidence from Sri Lanka Purchasing Power Pariy Hypohesis in Developing Economies: Some Empirical Evidence from Sri Lanka Gunerane B Wickremasinghe Deparmen of Economerics and Business Saisics Monash Universiy Caulfield Vicoria,

More information

Purchasing Power Parity and Real Exchange Rate in Japan

Purchasing Power Parity and Real Exchange Rate in Japan MPRA Munich Personal RePEc Archive Purchasing Power Pariy and Real Exchange Rae in Japan Long, Dara Ocober 008 Online a hp://mpra.ub.uni-muenchen.de/11173/ MPRA Paper No. 11173, posed 17. Ocober 008 /

More information

THE VALIDITY OF PPP THEORY IN SOUTH AFRICA: A COINTEGRATION APPROACH 1

THE VALIDITY OF PPP THEORY IN SOUTH AFRICA: A COINTEGRATION APPROACH 1 THE VALIDITY OF PPP THEORY IN SOUTH AFRICA: A COINTEGRATION APPROACH 1 Oludele, A. Akinboade & Daniel Makina Universiy Of Souh Africa, P.O. Box 392, Unisa 0003, Preoria ABSTRACT The paper explores he validiy

More information

ANSWER ALL QUESTIONS. CHAPTERS 6-9; (Blanchard)

ANSWER ALL QUESTIONS. CHAPTERS 6-9; (Blanchard) ANSWER ALL QUESTIONS CHAPTERS 6-9; 18-20 (Blanchard) Quesion 1 Discuss in deail he following: a) The sacrifice raio b) Okun s law c) The neuraliy of money d) Bargaining power e) NAIRU f) Wage indexaion

More information

Empirical analysis on China money multiplier

Empirical analysis on China money multiplier Aug. 2009, Volume 8, No.8 (Serial No.74) Chinese Business Review, ISSN 1537-1506, USA Empirical analysis on China money muliplier SHANG Hua-juan (Financial School, Shanghai Universiy of Finance and Economics,

More information

A NOTE ON BUSINESS CYCLE NON-LINEARITY IN U.S. CONSUMPTION 247

A NOTE ON BUSINESS CYCLE NON-LINEARITY IN U.S. CONSUMPTION 247 Journal of Applied Economics, Vol. VI, No. 2 (Nov 2003), 247-253 A NOTE ON BUSINESS CYCLE NON-LINEARITY IN U.S. CONSUMPTION 247 A NOTE ON BUSINESS CYCLE NON-LINEARITY IN U.S. CONSUMPTION STEVEN COOK *

More information

This specification describes the models that are used to forecast

This specification describes the models that are used to forecast PCE and CPI Inflaion Differenials: Convering Inflaion Forecass Model Specificaion By Craig S. Hakkio This specificaion describes he models ha are used o forecas he inflaion differenial. The 14 forecass

More information

Final Exam Answers Exchange Rate Economics

Final Exam Answers Exchange Rate Economics Kiel Insiu für Welwirhschaf Advanced Sudies in Inernaional Economic Policy Research Spring 2005 Menzie D. Chinn Final Exam Answers Exchange Rae Economics This exam is 1 ½ hours long. Answer all quesions.

More information

Estimating Earnings Trend Using Unobserved Components Framework

Estimating Earnings Trend Using Unobserved Components Framework Esimaing Earnings Trend Using Unobserved Componens Framework Arabinda Basisha and Alexander Kurov College of Business and Economics, Wes Virginia Universiy December 008 Absrac Regressions using valuaion

More information

College of Business, Hospitality &Tourism Studies

College of Business, Hospitality &Tourism Studies College of Business, Hospialiy &Tourism Sudies Working Paper Series No. 05/13 Tile Does Purchasing Power Pariy Theory hold in Fiji? Auhors T. K. Jayaraman, Fiji Naional Universiy and Chee-Keong Choong

More information

(1 + Nominal Yield) = (1 + Real Yield) (1 + Expected Inflation Rate) (1 + Inflation Risk Premium)

(1 + Nominal Yield) = (1 + Real Yield) (1 + Expected Inflation Rate) (1 + Inflation Risk Premium) 5. Inflaion-linked bonds Inflaion is an economic erm ha describes he general rise in prices of goods and services. As prices rise, a uni of money can buy less goods and services. Hence, inflaion is an

More information

CHAPTER CHAPTER18. Openness in Goods. and Financial Markets. Openness in Goods, and Financial Markets. Openness in Goods,

CHAPTER CHAPTER18. Openness in Goods. and Financial Markets. Openness in Goods, and Financial Markets. Openness in Goods, Openness in Goods and Financial Markes CHAPTER CHAPTER18 Openness in Goods, and Openness has hree disinc dimensions: 1. Openness in goods markes. Free rade resricions include ariffs and quoas. 2. Openness

More information

Forecasting Performance of Alternative Error Correction Models

Forecasting Performance of Alternative Error Correction Models MPRA Munich Personal RePEc Archive Forecasing Performance of Alernaive Error Correcion Models Javed Iqbal Karachi Universiy 19. March 2011 Online a hps://mpra.ub.uni-muenchen.de/29826/ MPRA Paper No. 29826,

More information

Section 4 The Exchange Rate in the Long Run

Section 4 The Exchange Rate in the Long Run Secion 4 he Exchange Rae in he Long Run 1 Conen Objecives Purchasing Power Pariy A Long-Run PPP Model he Real Exchange Rae Summary 2 Objecives o undersand he law of one price and purchasing power pariy

More information

2. Quantity and price measures in macroeconomic statistics 2.1. Long-run deflation? As typical price indexes, Figure 2-1 depicts the GDP deflator,

2. Quantity and price measures in macroeconomic statistics 2.1. Long-run deflation? As typical price indexes, Figure 2-1 depicts the GDP deflator, 1 2. Quaniy and price measures in macroeconomic saisics 2.1. Long-run deflaion? As ypical price indexes, Figure 2-1 depics he GD deflaor, he Consumer rice ndex (C), and he Corporae Goods rice ndex (CG)

More information

Uncovered interest parity and policy behavior: new evidence

Uncovered interest parity and policy behavior: new evidence Economics Leers 69 (000) 81 87 www.elsevier.com/ locae/ econbase Uncovered ineres pariy and policy behavior: new evidence Michael Chrisensen* The Aarhus School of Business, Fuglesangs Alle 4, DK-810 Aarhus

More information

International Journal of Economics and Financial Issues Vol. 2, No. 3, 2012, pp ISSN:

International Journal of Economics and Financial Issues Vol. 2, No. 3, 2012, pp ISSN: Inernaional Journal of Economics and Financial Issues Vol. 2, No. 3, 2012, pp.241-245 ISSN: 2146-4138 www.econjournals.com The Impac of Srucural Break(s) on he Validiy of Purchasing Power Pariy in Turkey:

More information

TESTING THE VALIDITY OF PURCHASING POWER PARITY FOR ASIAN COUNTRIES DURING THE CURRENT FLOAT

TESTING THE VALIDITY OF PURCHASING POWER PARITY FOR ASIAN COUNTRIES DURING THE CURRENT FLOAT JOURNAL OF ECONOMIC DEVELOPMENT 29 Volume 28, Number 2, December 2003 TESTING THE VALIDITY OF PURCHASING POWER PARITY FOR ASIAN COUNTRIES DURING THE CURRENT FLOAT Al-zayoonah Universiy of Jordan Previous

More information

Pre and post crisis analysis of stock price and exchange rate: Evidence from Malaysia

Pre and post crisis analysis of stock price and exchange rate: Evidence from Malaysia MPRA Munich Personal RePEc Archive Pre and pos crisis analysis of sock price and exchange rae: Evidence from Malaysia A.H. Baharom and M.S. Habibullah and Royfaizal R.C. Universii Pura Malaysia 1. June

More information

International transmission of shocks:

International transmission of shocks: Inernaional ransmission of shocks: A ime-varying FAVAR approach o he Open Economy Philip Liu Haroon Mumaz Moneary Analysis Cener for Cenral Banking Sudies Bank of England Bank of England CEF 9 (Sydney)

More information

Market and Information Economics

Market and Information Economics Marke and Informaion Economics Preliminary Examinaion Deparmen of Agriculural Economics Texas A&M Universiy May 2015 Insrucions: This examinaion consiss of six quesions. You mus answer he firs quesion

More information

ARE MALAYSIAN EXPORTS AND IMPORTS COINTEGRATED?

ARE MALAYSIAN EXPORTS AND IMPORTS COINTEGRATED? Sunway College Journal 1, 29 38(2004) ARE MALAYSIAN EXPORTS AND IMPORTS COINTEGRATED? CHOONG CHEE KEONG a Universii Tunku Abdul Rahman SOO SIEW CHOO Monash Universiy Malaysia ZULKORNAIN YUSOP Universii

More information

Unemployment and Phillips curve

Unemployment and Phillips curve Unemploymen and Phillips curve 2 of The Naural Rae of Unemploymen and he Phillips Curve Figure 1 Inflaion versus Unemploymen in he Unied Saes, 1900 o 1960 During he period 1900 o 1960 in he Unied Saes,

More information

The relation between U.S. money growth and inflation: evidence from a band pass filter. Abstract

The relation between U.S. money growth and inflation: evidence from a band pass filter. Abstract The relaion beween U.S. money growh and inflaion: evidence from a band pass filer Gary Shelley Dep. of Economics Finance; Eas Tennessee Sae Universiy Frederick Wallace Dep. of Managemen Markeing; Prairie

More information

Identifying the Effects of Monetary Policy Shock on Output and Prices in Thailand

Identifying the Effects of Monetary Policy Shock on Output and Prices in Thailand MPRA Munich Personal RePEc Archive Idenifying he Effecs of Moneary Policy Shock on Oupu and Prices in Thailand Komain Jiranyakul Naional Insiue of Developmen Adminisraion December 2016 Online a hps://mpra.ub.uni-muenchen.de/75708/

More information

Testing the Validity of Purchasing Power Parity For The Jordanian Economy

Testing the Validity of Purchasing Power Parity For The Jordanian Economy Tesing he Validiy of urchasing ower ariy For The Jordanian Economy Abu-Lila, Ziad Ghazo, Abdallah To Link his Aricle: hp://dx.doi.org/10.6007/ijarems/v7-i4/5418 DOI: 10.6007/IJAREMS/v7-i4/5418 Received:

More information

Can Stocks Hedge against Inflation in the Long Run? Evidence from Ghana Stock Market

Can Stocks Hedge against Inflation in the Long Run? Evidence from Ghana Stock Market Inernaional Journal of Business and Managemen www.ccsene.org/ijbm Can Socks Hedge agains Inflaion in he Long Run? Evidence from Ghana Sock Marke Anokye Mohammed Adam School of Business, Universiy of Cape

More information

General Equilibrium Perception on Twin Deficits Hypothesis: An Empirical Evidence for the U.S.

General Equilibrium Perception on Twin Deficits Hypothesis: An Empirical Evidence for the U.S. Deparmen of Economics Issn 1441-5429 Discussion paper 09/09 General Equilibrium Percepion on Twin Deficis Hypohesis: An Empirical Evidence for he U.S. Tuck Cheong Tang * and Evan Lau Absrac: From he general

More information

MODELLING THE US SWAP SPREAD

MODELLING THE US SWAP SPREAD MODEING THE US SWAP SPREAD Hon-un Chung, School of Accouning and Finance, The Hong Kong Polyechnic Universiy, Email: afalan@ine.polyu.edu.hk Wai-Sum Chan, Deparmen of Finance, The Chinese Universiy of

More information

International Business And Economics Research Journal Volume 2, Number 10

International Business And Economics Research Journal Volume 2, Number 10 Inernaional Business And Economics Research Journal Volume 2, Number 10 he Real Exchange Rae Flucuaions Puzzle: Evidence For Advanced And ransiion Economies Amalia Morales-Zumauero, (E-mail: amalia@uma.es),

More information

Volume 29, Issue 2. An Empirical Analysis of the Money Demand Function in India

Volume 29, Issue 2. An Empirical Analysis of the Money Demand Function in India Volume 29, Issue 2 An Empirical Analysis of he Money Demand Funcion in India Takeshi Inoue Insiue of Developing Economies Shigeyuki Hamori obe Universiy Absrac This paper empirically analyzes India's money

More information

CURRENCY CHOICES IN VALUATION AND THE INTEREST PARITY AND PURCHASING POWER PARITY THEORIES DR. GUILLERMO L. DUMRAUF

CURRENCY CHOICES IN VALUATION AND THE INTEREST PARITY AND PURCHASING POWER PARITY THEORIES DR. GUILLERMO L. DUMRAUF CURRENCY CHOICES IN VALUATION AN THE INTEREST PARITY AN PURCHASING POWER PARITY THEORIES R. GUILLERMO L. UMRAUF TO VALUE THE INVESTMENT IN THE OMESTIC OR FOREIGN CURRENCY? Valuing an invesmen or an acquisiion

More information

R e. Y R, X R, u e, and. Use the attached excel spreadsheets to

R e. Y R, X R, u e, and. Use the attached excel spreadsheets to HW # Saisical Financial Modeling ( P Theodossiou) 1 The following are annual reurns for US finance socks (F) and he S&P500 socks index (M) Year Reurn Finance Socks Reurn S&P500 Year Reurn Finance Socks

More information

State of the Art Unit Root Tests and Purchasing Power Parity

State of the Art Unit Root Tests and Purchasing Power Parity Sae of he Ar Uni Roo Tess and Purchasing Power Pariy Claude Lopez a Chrisian J. Murray b David H. Papell b a Universiy of Cincinnai, b Universiy of Houson April 2004 Absrac Alhough he uesion of wheher

More information

The Impact of Interest Rate Liberalization Announcement in China on the Market Value of Hong Kong Listed Chinese Commercial Banks

The Impact of Interest Rate Liberalization Announcement in China on the Market Value of Hong Kong Listed Chinese Commercial Banks Journal of Finance and Invesmen Analysis, vol. 2, no.3, 203, 35-39 ISSN: 224-0998 (prin version), 224-0996(online) Scienpress Ld, 203 The Impac of Ineres Rae Liberalizaion Announcemen in China on he Marke

More information

Volume 31, Issue 1. Pitfall of simple permanent income hypothesis model

Volume 31, Issue 1. Pitfall of simple permanent income hypothesis model Volume 31, Issue 1 ifall of simple permanen income hypohesis model Kazuo Masuda Bank of Japan Absrac ermanen Income Hypohesis (hereafer, IH) is one of he cenral conceps in macroeconomics. Single equaion

More information

FADS VERSUS FUNDAMENTALS IN FARMLAND PRICES

FADS VERSUS FUNDAMENTALS IN FARMLAND PRICES FADS VERSUS FUNDAMENTALS IN FARMLAND PRICES Barry Falk* Associae Professor of Economics Deparmen of Economics Iowa Sae Universiy Ames, IA 50011-1070 and Bong-Soo Lee Assisan Professor of Finance Deparmen

More information

Multi-Country Currency Unions in East Asia

Multi-Country Currency Unions in East Asia Muli-Counry Currency Unions in Eas Asia L.K. Lim School of Accouning, Finance and Economics, Edih Cowan Universiy, Joondalup, Ausralia (l.lim@ecu.edu.au) Absrac: Wih he growing inegraion of he world economy,

More information

Watch out for the impact of Scottish independence opinion polls on UK s borrowing costs

Watch out for the impact of Scottish independence opinion polls on UK s borrowing costs Wach ou for he impac of Scoish independence opinion polls on UK s borrowing coss Cosas Milas (Universiy of Liverpool; email: cosas.milas@liverpool.ac.uk) and Tim Worrall (Universiy of Edinburgh; email:

More information

FORECASTING WITH A LINEX LOSS: A MONTE CARLO STUDY

FORECASTING WITH A LINEX LOSS: A MONTE CARLO STUDY Proceedings of he 9h WSEAS Inernaional Conference on Applied Mahemaics, Isanbul, Turkey, May 7-9, 006 (pp63-67) FORECASTING WITH A LINEX LOSS: A MONTE CARLO STUDY Yasemin Ulu Deparmen of Economics American

More information

Price Linkages in the North American Softwood Lumber Market. Jungho Baek 1

Price Linkages in the North American Softwood Lumber Market. Jungho Baek 1 Price Linkages in he Norh American Sofwood Lumber Marke Jungho Baek 1 1 Research Assisan Professor, Cener for Agriculural Policy and Trade Sudies, Deparmen of Agribusiness and Applied Economics, Norh Dakoa

More information

Uncovered Interest Parity and Monetary Policy Freedom in Countries with the Highest Degree of Financial Openness

Uncovered Interest Parity and Monetary Policy Freedom in Countries with the Highest Degree of Financial Openness www.ccsene.org/ijef Inernaional Journal of Economics and Finance Vol. 3, No. 1; February 11 Uncovered Ineres Pariy and Moneary Policy Freedom in Counries wih he Highes Degree of Financial Openness Yuniaro

More information

Subdivided Research on the Inflation-hedging Ability of Residential Property: A Case of Hong Kong

Subdivided Research on the Inflation-hedging Ability of Residential Property: A Case of Hong Kong Subdivided Research on he -hedging Abiliy of Residenial Propery: A Case of Hong Kong Guohua Huang 1, Haili Tu 2, Boyu Liu 3,* 1 Economics and Managemen School of Wuhan Universiy,Economics and Managemen

More information

ECONOMETRICS OF THE FORWARD PREMIUM PUZZLE

ECONOMETRICS OF THE FORWARD PREMIUM PUZZLE ECONOMETRICS OF THE FORWARD PREMIUM PUZZLE Avik Chakrabory Universiy of Tennessee Sephen E. Haynes Universiy of Oregon Ocober 5, 2005 ABSTRACT This paper explores from a new perspecive he forward premium

More information

Forecasting Accuracy of Error Correction Models: International Evidence for Monetary Aggregate M2

Forecasting Accuracy of Error Correction Models: International Evidence for Monetary Aggregate M2 Iqbal & uddin, Journal of Inernaional and global Economic Sudies, 6(1), June 213, 14-32 14 Forecasing Accuracy of Error Correcion Models: Inernaional Evidence for Moneary Aggregae M2 Javed Iqbal* and Muhammad

More information

Macroeconomics II A dynamic approach to short run economic fluctuations. The DAD/DAS model.

Macroeconomics II A dynamic approach to short run economic fluctuations. The DAD/DAS model. Macroeconomics II A dynamic approach o shor run economic flucuaions. The DAD/DAS model. Par 2. The demand side of he model he dynamic aggregae demand (DAD) Inflaion and dynamics in he shor run So far,

More information

International Parities and Exchange Rate Determination

International Parities and Exchange Rate Determination MPRA Munich Personal RePEc Archive Inernaional Pariies and Exchange Rae Deerminaion Yan Zhao 31. March 2005 Online a hps://mpra.ub.uni-muenchen.de/36967/ MPRA Paper No. 36967, posed 27. February 2012 09:53

More information

COINTEGRATION AND CAUSALITY AMONG EXCHANGE RATE, EXPORT, AND IMPORT: EMPIRICAL EVIDENCE FROM TURKEY SEKMEN, Fuat * SARIBAS, Hakan

COINTEGRATION AND CAUSALITY AMONG EXCHANGE RATE, EXPORT, AND IMPORT: EMPIRICAL EVIDENCE FROM TURKEY SEKMEN, Fuat * SARIBAS, Hakan Applied Economerics and Inernaional Developmen Vol.7-2 (2007) COINTEGRATION AND CAUSALITY AMONG EXCHANGE RATE, EXPORT, AND IMPORT: EMPIRICAL EVIDENCE FROM TURKEY SEKMEN, Fua * SARIBAS, Hakan Absrac This

More information

Documentation: Philadelphia Fed's Real-Time Data Set for Macroeconomists First-, Second-, and Third-Release Values

Documentation: Philadelphia Fed's Real-Time Data Set for Macroeconomists First-, Second-, and Third-Release Values Documenaion: Philadelphia Fed's Real-Time Daa Se for Macroeconomiss Firs-, Second-, and Third-Release Values Las Updaed: December 16, 2013 1. Inroducion We documen our compuaional mehods for consrucing

More information

AN EMPIRICAL RESEARCH ON THE RELATIONSHIP BETWEEN DEFENSE SPENDING AND AGGREGATE OUTPUT OF CHINA

AN EMPIRICAL RESEARCH ON THE RELATIONSHIP BETWEEN DEFENSE SPENDING AND AGGREGATE OUTPUT OF CHINA Review of he Air Force Academy No 1 (25) 2014 AN EMPIRICAL RESEARCH ON THE RELATIONSHIP BETWEEN DEFENSE SPENDING AND AGGREGATE OUTPUT OF CHINA 1. INTRODUCTION The quesion of defense spending and is effec

More information

Session 4.2: Price and Volume Measures

Session 4.2: Price and Volume Measures Session 4.2: Price and Volume Measures Regional Course on Inegraed Economic Saisics o Suppor 28 SNA Implemenaion Leonidas Akriidis Office for Naional Saisics Unied Kingdom Conen 1. Inroducion 2. Price

More information

CENTRO DE ESTUDIOS MONETARIOS Y FINANCIEROS T. J. KEHOE MACROECONOMICS I WINTER 2011 PROBLEM SET #6

CENTRO DE ESTUDIOS MONETARIOS Y FINANCIEROS T. J. KEHOE MACROECONOMICS I WINTER 2011 PROBLEM SET #6 CENTRO DE ESTUDIOS MONETARIOS Y FINANCIEROS T J KEHOE MACROECONOMICS I WINTER PROBLEM SET #6 This quesion requires you o apply he Hodrick-Presco filer o he ime series for macroeconomic variables for he

More information

DYNAMIC ECONOMETRIC MODELS Vol. 7 Nicolaus Copernicus University Toruń Krzysztof Jajuga Wrocław University of Economics

DYNAMIC ECONOMETRIC MODELS Vol. 7 Nicolaus Copernicus University Toruń Krzysztof Jajuga Wrocław University of Economics DYNAMIC ECONOMETRIC MODELS Vol. 7 Nicolaus Copernicus Universiy Toruń 2006 Krzyszof Jajuga Wrocław Universiy of Economics Ineres Rae Modeling and Tools of Financial Economerics 1. Financial Economerics

More information

Does the Fisher Hypothesis Hold in Sweden? An Analysis of Long-Term Interest Rates under the Regime of Inflation Targeting

Does the Fisher Hypothesis Hold in Sweden? An Analysis of Long-Term Interest Rates under the Regime of Inflation Targeting Review of Inegraive Business and Economics Research, Vol. 5, no. 3, pp.283-295, July 2016 283 Does he Fisher Hypohesis Hold in Sweden? An Analysis of Long-Term Ineres Raes under he Regime of Inflaion Targeing

More information

Financial Development and Tax Revenue Nexus in Turkey

Financial Development and Tax Revenue Nexus in Turkey Journal of Economics and Developmen Sudies March 216, Vol. 4, No. 1, pp. 13-18 ISSN: 2334-2382 (Prin), 2334-239 (Online) Copyrigh The Auhor(s). All Righs Reserved. Published by American Research Insiue

More information

Stylized fact: high cyclical correlation of monetary aggregates and output

Stylized fact: high cyclical correlation of monetary aggregates and output SIMPLE DSGE MODELS OF MONEY PART II SEPTEMBER 27, 2011 Inroducion BUSINESS CYCLE IMPLICATIONS OF MONEY Sylized fac: high cyclical correlaion of moneary aggregaes and oupu Convenional Keynesian view: nominal

More information

Reconciling Gross Output TFP Growth with Value Added TFP Growth

Reconciling Gross Output TFP Growth with Value Added TFP Growth Reconciling Gross Oupu TP Growh wih Value Added TP Growh Erwin Diewer Universiy of Briish Columbia and Universiy of New Souh Wales ABSTRACT This aricle obains relaively simple exac expressions ha relae

More information

Long run demand for money in India: A co-integration approach

Long run demand for money in India: A co-integration approach MPRA Munich Personal RePEc Archive Long run demand for money in India: A co-inegraion approach Sahadudheen I Pondicherry Universiy 202 Online a hp://mpra.ub.uni-muenchen.de/65563/ MPRA Paper No. 65563,

More information

UCLA Department of Economics Fall PhD. Qualifying Exam in Macroeconomic Theory

UCLA Department of Economics Fall PhD. Qualifying Exam in Macroeconomic Theory UCLA Deparmen of Economics Fall 2016 PhD. Qualifying Exam in Macroeconomic Theory Insrucions: This exam consiss of hree pars, and you are o complee each par. Answer each par in a separae bluebook. All

More information

Is the Bayesian Approach Necessarily Better than the Classical Approach in Unit-Root Test?

Is the Bayesian Approach Necessarily Better than the Classical Approach in Unit-Root Test? Universiy of Connecicu DigialCommons@UConn Economics Working Papers Deparmen of Economics January 2002 Is he Bayesian Approach Necessarily Beer han he Classical Approach in Uni-Roo Tes? Francis W. Ahking

More information

Online Appendix to: Implementing Supply Routing Optimization in a Make-To-Order Manufacturing Network

Online Appendix to: Implementing Supply Routing Optimization in a Make-To-Order Manufacturing Network Online Appendix o: Implemening Supply Rouing Opimizaion in a Make-To-Order Manufacuring Nework A.1. Forecas Accuracy Sudy. July 29, 2008 Assuming a single locaion and par for now, his sudy can be described

More information

Different Age Groups

Different Age Groups OSIPP Discussion Paper : DP-001-E-003 The Impac of Secoral Shifs on he Unemploymen Rae of Differen Age Groups 30 November 001 Kei Sakaa Researcher, Insiue for Social and Economic Research, Osaka Universiy

More information

4452 Mathematical Modeling Lecture 17: Modeling of Data: Linear Regression

4452 Mathematical Modeling Lecture 17: Modeling of Data: Linear Regression Mah Modeling Lecure 17: Modeling of Daa: Linear Regression Page 1 5 Mahemaical Modeling Lecure 17: Modeling of Daa: Linear Regression Inroducion In modeling of daa, we are given a se of daa poins, and

More information

The Death of the Phillips Curve?

The Death of the Phillips Curve? The Deah of he Phillips Curve? Anhony Murphy Federal Reserve Bank of Dallas Research Deparmen Working Paper 1801 hps://doi.org/10.19/wp1801 The Deah of he Phillips Curve? 1 Anhony Murphy, Federal Reserve

More information

Testing Causality and Cointegration Between Saving and Investment in Bangladesh

Testing Causality and Cointegration Between Saving and Investment in Bangladesh Economics 205; 4(6): 25-3 Published online December 8, 205 (hp://www.sciencepublishinggroup.com/j/eco) doi: 0.648/j.eco.2050406.5 ISSN: 2376-659X (Prin); ISSN: 2376-6603 (Online) Tesing Causaliy and Coinegraion

More information

Stock Market and Economic Activity in Malaysia

Stock Market and Economic Activity in Malaysia Sock Marke and Economic Aciviy in Malaysia AUTHORS ARTICLE INFO JOURNAL FOUNDER Hawai Janor Noreha Halid Aisyah Abdul Rahman Hawai Janor, Noreha Halid and Aisyah Abdul Rahman (2005). Sock Marke and Economic

More information

University of Wollongong. Research Online

University of Wollongong. Research Online Universiy of Wollongong Research Online Faculy of Commerce - Papers (Archive) Faculy of Business 2005 Tesing for Srucural Breaks in Ausralia's Moneary Aggregaes and Ineres Raes: An Applicaion of he Innovaional

More information

A Note on Carry Trade and the Related Financial Variables

A Note on Carry Trade and the Related Financial Variables www.ccsene.org/ijef Inernaional Journal of Economics and Finance Vol. 3, No. 3; Augus A Noe on Carry Trade and he Relaed Financial Variables Takvor H. Muafoglu Deparmen of Economics, Huner College, CUNY

More information

a. If Y is 1,000, M is 100, and the growth rate of nominal money is 1 percent, what must i and P be?

a. If Y is 1,000, M is 100, and the growth rate of nominal money is 1 percent, what must i and P be? Problem Se 4 ECN 101 Inermediae Macroeconomics SOLUTIONS Numerical Quesions 1. Assume ha he demand for real money balance (M/P) is M/P = 0.6-100i, where is naional income and i is he nominal ineres rae.

More information

Comparison of back-testing results for various VaR estimation methods. Aleš Kresta, ICSP 2013, Bergamo 8 th July, 2013

Comparison of back-testing results for various VaR estimation methods. Aleš Kresta, ICSP 2013, Bergamo 8 th July, 2013 Comparison of back-esing resuls for various VaR esimaion mehods, ICSP 3, Bergamo 8 h July, 3 THE MOTIVATION AND GOAL In order o esimae he risk of financial invesmens, i is crucial for all he models o esimae

More information

National saving and Fiscal Policy in South Africa: an Empirical Analysis. by Lumengo Bonga-Bonga University of Johannesburg

National saving and Fiscal Policy in South Africa: an Empirical Analysis. by Lumengo Bonga-Bonga University of Johannesburg Naional saving and Fiscal Policy in Souh Africa: an Empirical Analysis by Lumengo Bonga-Bonga Universiy of Johannesburg Inroducion A paricularly imporan issue in Souh Africa is he exen o which fiscal policy

More information

Advanced Forecasting Techniques and Models: Time-Series Forecasts

Advanced Forecasting Techniques and Models: Time-Series Forecasts Advanced Forecasing Techniques and Models: Time-Series Forecass Shor Examples Series using Risk Simulaor For more informaion please visi: www.realopionsvaluaion.com or conac us a: admin@realopionsvaluaion.com

More information

An Analysis About Market Efficiency in International Petroleum Markets: Evidence from Three Oil Commodities

An Analysis About Market Efficiency in International Petroleum Markets: Evidence from Three Oil Commodities An Analysis Abou Marke Efficiency in Inernaional Peroleum Markes: Evidence from Three Oil Commodiies Wang Shuping, Li Jianping, and Zhang Shulin The College of Economics and Business Adminisraion, Norh

More information

Revisiting exchange rate puzzles

Revisiting exchange rate puzzles Revisiing exchange rae puzzles Charles Engel and Feng Zhu Absrac Engel and Zhu (207) revisi a number of major exchange rae puzzles and conduc empirical ess o compare he behaviour of real exchange raes

More information

Exchange Rate Determination and Out of Sample Forecasting: Cointegration Analysis

Exchange Rate Determination and Out of Sample Forecasting: Cointegration Analysis MPRA Munich Personal RePEc Archive Exchange Rae Deerminaion and Ou of Sample Forecasing: Coinegraion Analysis Hafsa Hina and Abdul Qayyum Pakisan Insiue of Developmen Economics, Islamabad, Pakisan. 2015

More information

The Impact of the Chinese Renminbi on the Exports of the ROK and Japan to the US

The Impact of the Chinese Renminbi on the Exports of the ROK and Japan to the US The Impac of he Chinese Renminbi on he Expors of he RO and Japan o he US SaangJoon Baak Waseda Universiy November 2006 This paper examines he impac of he real exchange rae of he Chinese renminbi agains

More information

TRADE BALANCE IN THE PRESENCE OF STRUCTURAL BREAKS

TRADE BALANCE IN THE PRESENCE OF STRUCTURAL BREAKS PROSIDING PERKEM IV, JILID 1 (2009) 382-388 ISSN: 2231-962X TRADE BALANCE IN THE PRESENCE OF STRUCTURAL BREAKS ABU HASSAN SHAARI MD NOR, SITI HAMIZAH MOHD, TAMAT SARMIDI & UGUR ERGUN ABSTRACT The main

More information

What Drives Stock Prices? Identifying the Determinants of Stock Price Movements

What Drives Stock Prices? Identifying the Determinants of Stock Price Movements Wha Drives Sock Prices? Idenifying he Deerminans of Sock Price Movemens Nahan S. Balke Deparmen of Economics, Souhern Mehodis Universiy Dallas, TX 75275 and Research Deparmen, Federal Reserve Bank of Dallas

More information

MA Advanced Macro, 2016 (Karl Whelan) 1

MA Advanced Macro, 2016 (Karl Whelan) 1 MA Advanced Macro, 2016 (Karl Whelan) 1 The Calvo Model of Price Rigidiy The form of price rigidiy faced by he Calvo firm is as follows. Each period, only a random fracion (1 ) of firms are able o rese

More information

MONETARY POLICY IN MEXICO. Monetary Policy in Emerging Markets OECD and CCBS/Bank of England February 28, 2007

MONETARY POLICY IN MEXICO. Monetary Policy in Emerging Markets OECD and CCBS/Bank of England February 28, 2007 MONETARY POLICY IN MEXICO Moneary Policy in Emerging Markes OECD and CCBS/Bank of England February 8, 7 Manuel Ramos-Francia Head of Economic Research INDEX I. INTRODUCTION II. MONETARY POLICY STRATEGY

More information

Is Low Responsiveness of Income Tax Functions to Sectoral Output an Answer to Sri Lanka s Declining Tax Revenue Ratio?

Is Low Responsiveness of Income Tax Functions to Sectoral Output an Answer to Sri Lanka s Declining Tax Revenue Ratio? Is Low Responsiveness of Income Tax Funcions o Secoral Oupu an Answer o Sri Lanka s Declining Tax Revenue Raio? P.Y.N. Madhushani and Ananda Jayawickrema Deparmen of Economics and Saisics, Universiy of

More information

Testing long-run monetary neutrality in Malaysia: Revisiting divisia money

Testing long-run monetary neutrality in Malaysia: Revisiting divisia money MPRA Munich Personal RePEc Archive Tesing long-run moneary neuraliy in Malaysia: Revisiing divisia money Chin-Hong Puah and Muzafar Shah Habibullah and Evan Lau and Shazali Abu Mansor Faculy of Economics

More information

Trade Liberalisation and Export Demand Function: The Case of South Asia

Trade Liberalisation and Export Demand Function: The Case of South Asia Tropical Agriculural Research Vol. 0: 4-49 (008) Trade Liberalisaion and Expor Demand Funcion: The Case of Souh Asia D. Sajeewani and A. Wijeweera School of Business, Economics and Public Policy Universiy

More information

Relative Agricultural Price Changes in Different Time Horizons. Guedae Cho (North Dakota State University)

Relative Agricultural Price Changes in Different Time Horizons. Guedae Cho (North Dakota State University) Relaive Agriculural Price Changes in Differen Time Horizons Guedae Cho (Norh Dakoa Sae Universiy) MinKyoung Kim (Norh Dakoa Sae Universiy) Won W. Koo (Norh Dakoa Sae Universiy) Paper prepared for presenaion

More information

Monetary Model of Exchange Rate for Thailand: Long-run Relationship and Monetary Restrictions

Monetary Model of Exchange Rate for Thailand: Long-run Relationship and Monetary Restrictions MPRA Munich Personal RePEc Archive Moneary Model of Exchange Rae for Thailand: Long-run Relaionship and Moneary Resricions Venus Khim-Sen Liew and Ahmad Zubaidi Baharumshah and Chin-Hong Puah Universii

More information

Asymmetric price transmission in the Japanese seafood value chain

Asymmetric price transmission in the Japanese seafood value chain IIFET 202, Tanzania, 20 July 202 Asymmeric price ransmission in he Japanese seafood value chain - Analyses focusing on six fish species - Yuaro Sakai Toru Nakajima 2 Takahiro Masui 3 Nobuyuki Yagi 2 Universiy

More information

Empirical Approaches to the Post-Keynesian Theory of Demand for Money: An Error Correction Model of Bangladesh

Empirical Approaches to the Post-Keynesian Theory of Demand for Money: An Error Correction Model of Bangladesh Trade and Developmen Review Vol. 7, Issue 2, 2014, 1-17 hp://www.drju.ne Empirical Approaches o he Pos-Keynesian Theory of Demand for Money: An Error Correcion Model of Bangladesh Nobinkhor Kundu Muhammad

More information

Volume 30, Issue 1. On the Relationship between Tourist Flows and Household Expenditure in Barbados: A Dynamic OLS Approach

Volume 30, Issue 1. On the Relationship between Tourist Flows and Household Expenditure in Barbados: A Dynamic OLS Approach Volume 30, Issue 1 On he Relaionship beween Touris Flows and Household Expendiure in Barbados: A Dynamic OLS Approach Mahalia Jackman Cenral Bank of Barbados Troy Lorde Universiy of he Wes Indies Absrac

More information

Bank of Japan Review. Performance of Core Indicators of Japan s Consumer Price Index. November Introduction 2015-E-7

Bank of Japan Review. Performance of Core Indicators of Japan s Consumer Price Index. November Introduction 2015-E-7 Bank of Japan Review 5-E-7 Performance of Core Indicaors of Japan s Consumer Price Index Moneary Affairs Deparmen Shigenori Shirasuka November 5 The Bank of Japan (BOJ), in conducing moneary policy, employs

More information

Time Series Analysis of Transatlantic Market Interactions: Evidence from Crude Oil and Gasoline Prices

Time Series Analysis of Transatlantic Market Interactions: Evidence from Crude Oil and Gasoline Prices Inernaional Journal of Business and Economics, 2010, Vol. 9, No. 2, 157-173 Time Series Analysis of Transalanic Marke Ineracions: Evidence from Crude Oil and Gasoline Prices Takamisu Kuria * Faculy of

More information

STATIONERY REQUIREMENTS SPECIAL REQUIREMENTS 20 Page booklet List of statistical formulae New Cambridge Elementary Statistical Tables

STATIONERY REQUIREMENTS SPECIAL REQUIREMENTS 20 Page booklet List of statistical formulae New Cambridge Elementary Statistical Tables ECONOMICS RIPOS Par I Friday 7 June 005 9 Paper Quaniaive Mehods in Economics his exam comprises four secions. Secions A and B are on Mahemaics; Secions C and D are on Saisics. You should do he appropriae

More information