The Impact of FDIs Flows on the Nigerien Economic Growth

Size: px
Start display at page:

Download "The Impact of FDIs Flows on the Nigerien Economic Growth"

Transcription

1 Inernaional Journal of Financial Research Vol. 2, No. 2; July 2011 The Impac of FDIs Flows on he Nigerien Economic Growh Ousseini Hamadou School of finance, Shanghai Universiy of Finance and Economics Shanghai , China, Received: May 26, 2011 Acceped: June 29, 2011 doi: /ijfr.v2n2p16 Absrac Niger, since he 70s has always adoped an approach ha makes he IDE a major componen of is developmen plan. I `s so, a series of measures have been aken o make he counry more aracive o Foreign direc invesmen FDI This policy has guaraneed he counry a few annual flow beween he period 1970 o 2008.The aim of his paper is o ry o sudy he impac of FDI on economic growh in Niger. Observe he lieraure sudy on FDI in Niger, however, i is also becoming imporan o see he beween FDI and economic performance since i has no been addressed specifically ye. While i is sill unclear of wheher here is any relaionship beween FDI and economic growh in Niger, especially as regard o he causaliy wihin he relaionship. The heory and he curren empirical lieraure on he relaionship beween FDI and growh have provided ambiguous resuls. Using VAR (Vecor Auoregressive) model, his paper explores he causal relaionship beween FDI and economic growh for he period in Niger. Wih in he Granger causaliy framework, his sudy finds a long-erm relaionship beween FDI and economic growh. This finding is a long-erm relaionship beween variables bu failed o esablish he direc correlaion beween each variable. This can be explained by he fac ha low volume flows of FDI in Niger have major consequences on he economic sysem, paricularly on employmen, inflaion and GDP. More, his weakness is emphasized by he insignificance of he volume of capial flows (domesic and foreign) circulaing in he Nigerian economy and domesic savings. Keywords: Foreign direc invesmen, Spillovers, Human capial, Toal facor produciviy, Opening. 1. Inroducion The volume of Foreign Direc Invesmen (FDI) owards developing counries has increased considerably during he 90s. Ineres in foreign invesmens in developing counries is usually jusified by many expecaions: impac on growh, inflows of financial resources, greaer exposure o inernaional markes (expors, supplies, adapaion o sandards ec.), enhanced produciviy, building of local managemen capaciy and echnology ransfer. Empirical sudies, however, have shown mixed resuls as concerning developing counries. According o he IMF manual of balance of paymens, FDI is defined as a long-erm invesmen reflecing he ineres of a residing eniy of he counry of origin (he direc invesor) in a residing eniy (invesed company) of anoher counry. In oher words, i is an invesmen aiming a securing a long-erm ineres in a company operaing in one economy ha is differen from ha of he invesor. The invesor has a clear ambiion o conrol he managemen of he company. Conrary o porfolio invesmen, he direc invesor here seeks o purchase asses for a period of ime, years for insance, and is willing o influence he managemen of hese asses even a a marginal level in he case of minoriy paricipaion. Given he imporance of FDIs in DCs, is an evaluaion of he level of macroeconomic aggregaes able o allow us o know which channels he effecs of FDIs on economic growh ake in Niger? Economic growh is defined as he long-erm increase of he GNP per capia wihin he naional economy. Facors ha accoun for growh models are: amoun of capial, volume of labour, qualiy of labour (educaion), echnical advancemen and innovaion. Wha are he links beween FDIs and economic growh models? Are FDIs posiively correlaed o differen facors of economic growh? This work seeks o evaluae he conribuion of FDIs on economic growh in Niger. The fundamenal hypohesis we have adoped for his work o analyze he impac of foreign direc invesmen on economic growh in Niger from 1970 o 2008 is he following: he aracion of FDIs in Niger conribue o he expansion of markes in view of creaing new jobs and faciliae economic growh. This said, can we declare ha FDIs and economic growh are relaed? 16

2 Inernaional Journal of Financial Research Vol. 2, No. 2; July 2011 In order o jusify he correlaion beween FDIs flows and he evoluion of economic growh in Niger, we are going o resor o he elecical heory and heories of he endogenous growh. Eclecic heory was developed by Dunning (1981, 1988) and highlighs advanages a foreign firm can enjoy in using a given erriory specific resources (in erms of echnology markeing or organizaion) when hese resources are complemenary o is own asses. In addiion, his paper explores he causal relaionship beween FDI and GDP growh in Niger o help provide en empirical background for policy decision making. And find FDI is a small elemen in he evoluion of GDP, which is consisen wih he resuls of he analysis of shocks. Thus, if in shor-erm FDI have no influence on economic growh in he long erm here may be a muliplier effec from a larger flow of FDI. As GDP is srongly correlaed o he very long erm wih FDI because capial flows generaed by hese invesmens will lead o increased producion and increased producion and increased expors. Employing co inegraion VAR (Vecor Auoregressive) model wih annual daa from period , he sudy find s he relaionship for he long-run beween he GDP and his explicaive variables. This supporive o he governmen of Niger policy o arac FDI ino Niger as one engine of economic growh. This work consiss firsly in a presenaion of he lieraure on FDI (empirical and heoreical sudies), hen a sudy of he acual impac of FDIs on economic growh in Niger hrough an analysis of he evoluion of growh and flows of FDI in Niger. In his analysis, we have highlighed he overall key deerminans of FDI in Niger, daa and mehodology, empirical resul, policy conclusion and implicaion. 2. Lieraure Review on FDI 2.1. Theoreical lieraure Numerous sudies, boh empirical and heoreical, have been devoed o FDIs by economiss who have alked he issue from differen perspecives. While cerain sudies have shown ha FDIs do have posiive impacs on economic growh of he hos counry, some ohers believe ha FDIs are neiher necessary nor sufficien o boos economic growh. Generally speaking, on his issue, we can find wo main rends of hough: he firs one is based on he causaliy beween FDIs and growh and he second on FDIs spillovers in he hos counry. I is imporan o noe ha all hese sudies have serious weaknesses as concerning heir saisic mehods. Some auhors have analyzed invesmen flows beween differen counries and group of counries such as flows beween developed counries and DCs; some ohers have focused on reasons behind invesors decision o delocalize heir producion or inves in oher counries while anoher group has ried o presen differen effecs of FDIs on he hos counry Empirical lieraure Various empirical sudies have ried o deermine he relaion beween hese wo variables. They posi ha capial flows faciliae provision of capial ino he economy, creaing condiions of naional producion and economic growh under specific condiions. These condiions include echnology ransfer which goes hand in hand wih new echnics of producion and TNCs know-how; exporaions for TNCs conribue o he augmenaion of naional producion wih par of i being expored. Our model is close o Zhang s (2001) idea. Here, we used emporal series proper o each counry and carried ou long-erm causaliy ess based on he error correcion model. The resuls have shown long-em relaion beween FDIs and growh in Niger. In sudying he relaion beween FDIs and economic growh in Coe d Ivoire for he periods, Loesse (2005) have found ha FDIs have represened an imporan source of growh. All hings being equal, a poin increase in FDIs received in he counry led o 0.01 increases in per capia GDP growh. The auhor affirms ha invesmen-friendly policies implemened have conribued o he increase of FDIs flows, he overall producion capaciy of he economy and GDP. Carkovic and Levine (2005) fail o find an effec of FDI on growh even afer accouning for dependencies on educaion, domesic finance, or rade. While Andreas (2006), Ndikumana and Verick (2008) and Lumbila (2005) find ha FDI has a posiive significan effec on economic growh, ohers sugges eiher a no significan or a negaive effec of FDI on economic growh (Lougani and Razin 2003; Akinlo, 2004; Ayanwale, 2007; De Mello, 1999) 3. Daa and Mehodology The economeric sudy of he relaionship beween FDI and economic growh in Niger is made from a VAR model (VAR) on annual basis and covers he period from 1970 o 2008 inclusive. The purpose of his economeric sudy is o deermine poenial relaionships of shor and long erms in he sense of Granger beween variables. The VAR model is needed o deec causaliy beween variables in he model. This model is consruced from saisics from he World Developmen Indicaors (WDI, 2010) online Daabases of he World Bank (2010) and ransparency Inernaional daabase online (2010). We are going o presen he model and we analyze he differen resuls obained o verify he working hypohesis. Published by Sciedu Press 17

3 Inernaional Journal of Financial Research Vol. 2, No. 2; July Presenaion of he economeric model The variables of his model are as follows: Foreign Direc Invesmen (FDI), gross domesic produc (GDP), Corrupion Performance Index (CPI) and Macroeconomic Insabiliy Index (IIMACRO) which akes ino accoun he degree of openness of he economy, variaion of exchange raes and inflaion. The sample considered covers 38 observaions. The naural logarihm (log) of each variable was calculaed on e-views o build he model in order o measure he response of a variable following a decrease or increase of anoher. So, hroughou he model, he variables are as follows: FDI, GDP, CPI and IIMACRO Model Formulaion Le wih variables and p lags (denoed VAR ( )). A process VAR (p) o variables can be wrien in marix form: X A A X A X... A p X p (1) Where,, marices unicolonnes o K variables and marix size (K,K) ; is (bb) he whie noise of variance covariance marix. We can sill wrie: 2 p 1 A L A L... A L ) X A ) (2) ( 1 2 p 0 L is he lags operaor and more generally:. Le A(L) = wih A(L)= More formally we say ha if and only if i is a whie noise, and marices such as: Thus, he model can be formulaed as follows: Again where is he ideniy marix and log GDP 0 1 log FDI 2 log IIMACRO 3CPI (3) Firs, we conduc he analysis of ime series hrough saisical ess. This saisical reamen is performed before swiching o he formalizaion of ineremporal adjusmen and deerminaion of he sensiiviy of GDP compared o FDI. The order of inegraion of he series allows o measure levels of saionary variables. This firs sep is o esimae co inegraion relaions on variables of he same order. I allows, in a second ime, incorporaing he specificaion of relaionships co inegraion, o sudy he causal relaionships beween variables hrough he deerminaion of error-correcion model (ECM) Equaions of he model The resuls of he coinegraion relaionship say ha here exis only one relaionship for he long-run beween he GDP and his explicaive variables. Long-Run Equaion: The long-run is as follow: GDP ( 1) FDI ( 1) 0.20IIMACRO( 1) (11) Shor Run Equaions :( for regression able see Annex) The shor-run equaions are as follow: (1) GDP= GDP(-1) GDP(-2)-0.003FDI(-1) FDI(-2)+0.007IIMACRO(-1)-0.018IIMACR O(-2)-0.355CPI 18

4 Inernaional Journal of Financial Research Vol. 2, No. 2; July 2011 (2) (3) FDI= GDP(-1) GDP(-2) FDI(-1) FDI(-2) IIMACRO(-1) II MACRO(-2) CPI IIMACRO= GDP(-1) GDP(-2) FDI(-1) FDI(-2) IIMACRO(-1) IIMACRO(-2)+0.923CPI Since we are dealing wih a log-log model, he coefficiens represen elasiciy. I may be noed in he long-run equaion (11) FDI has a negaive (unexpeced) sign and highly significan (-raio effec on he GDP, while IIMACRO has he righ sign bu i no significan (-raion ). However, in he shor-run for equaion (1) normalized o GDP, when he GDP in he previous year increase by 1%, GDP oday increase o 0.47%, FDI decrease o 0.003%, IIMACRO increase o 0.007% and CPI as exogenous variable decrease o 0.355%. In he equaion (1) exceped for he CPI all he variables are inelasic o GDP and no significan and also saically insignifican (-raio < 2). When he equaion (2) is normalized o FDI, when he FDI in he previous year increase all he explanaory variables oday has he expeced sign excep for IIMACRO. However exceped o GDP all he variables are no saically significan. In he equaion normalized o IIMACRO, when he IIMACRO in he previous year increase all he explanaory variables oday has he expeced sign. However, exceped for GDP all he variables are no saically significan. 4. Analysis of resuls 4.1. Model Esimaion To esimae he economeric model, he heory of co-inegraion has been used for his purpose. I seems efficien o es he relaionships beween sudy variables and empirically validae he resuls obained afer carrying ou he saisical ess applied o he model. Engle and Granger (1987) presened he heory of co-inegraion in which a saionary linear combinaion can be inerpreed as a relaionship of long-erm equilibrium beween he variables sudied. I is his heory which reflecs he fac ha if here is co-inegraion beween a se of variables ( ) over ime, differences of changes in hese variables may exis only emporarily. Usually, he economic variables have he disincion of being inegraed of order 1. They are herefore no saionary in level and have a uni roo bu are saionary in firs difference. Before proceeding o he co-inegraion es developed by Johansen (1991, 1995), oher preliminary seps are necessary o conduc such ess saring wih he uni roo es, deermining he opimal number of delays o incorporae in he model esimae o finally deermine he number of co-inegraing relaionships exising beween he sudied variables Uni Roo Tes The lack of consensus on he relaionship growh / FDI and he role of FDI as a caalys for growh inheren difficulies ha resul from specific facors: echnological sock available for Niger, minimum sock of human capial, insiuional framework and poliical sysem. This heerogeneiy of growh pahs of he Nigerien economy leads o endogeneiy bias and simulaneiy bias in he assessmen of poenial bidirecional causaliy in specific counries. Taking accoun of dependen and explanaory variables wih differen emporal properies increases he risk of spurious resuls in he esimaes (Greene, 1997). To conduc an analysis based on co-inegraion, i should be firs o check wheher he series under sudy are inegraed of order 1. To do his, we use uni roo ess applied o sudy each series (in level and firs difference). The uni roo es is used as one developed by Dickey and Fuller (1981) (DF) and more specially he ADF es (Augmened Dickey Fuller) developed laer. To his end, in order o give he equaion o esimae and judge he saionariy of he series using he ADF es, i would be necessary o iniially esablish he Auoregressive process AR(1) as follows: Y Y U (4) 1 Where is he whie noise. Assuming now he following equaion: The DF es is hen based on he esimaion of he following equaion: Published by Sciedu Press 19

5 Inernaional Journal of Financial Research Vol. 2, No. 2; July 2011 Y Y U (5) 1 Under he following assumpions: H 0 : 0 H 1 : 0 For an order of process > 1, we use he ADF approach o esimae he model AR ( ) as follows: Y Y 1 1 Y 1 2 Y 2... p 1 Y p U (6) Wih se as endogenous variable,,, and he coefficiens o be esimaed. This equaion will be esimaed under he followings assumpions: : Presence of uni roo (non-saionary series) : The series is saionary The decision rule is based on values in Mac-Kinnon. If he observed value exceeds he criical value given by saisics of Mac-Kinnon, we rejec and are kep, ha is o say he series is no saionary. The ess are based h he following relaionships, where Y is he variable of ineres: Y sy 1 i Y i U (7) i 1 Where,(model wihou rend and consan) Y h 0 sy 1 i i 1 Y U (8) i (Model wih consan wihou rend) Y h 0 sy 1 i i 1 i Y U (9) (Model wih consan and rend). In his case we will choose so as o whien he error. The Akaike crierion is used for deerminaion. The assumpions are: Exisence of uni roo Non-exisence of uni roo Saisic: / sandard deviaion nonsandard normal disribuion. Decision rule: if * < (abulaed) we rejec The hree variables are saionary in level Deerminaion of he opimal number of Lag To deermine he order of a VAR model or he opimal number of lags for a VAR (p) and can use several mehods. A sandard procedure is o esimae all models for VAR orders ranging from 0 o a cerain order fixed arbirarily (maximum number of lags for he sample size considered, or maximum number of lags consisen wih a heory or economic inuiion).in pracice, we se a number of delays h said maximum. Then we use informaion crieria o reain he proper order. For each model, we calculae he funcions Akaike (AIC (p)) and Schwarz (SC (p)) as follows: And Where T is he number of observaions, K he number of sysem variables ^ he variance-covariance of he esimaed residuals of he model and ln he naural logarihm. The parameer esimaion of VAR model is based on he number of lags or minimum order of VAR which is deermined from he informaion crieria of Akaike (AIC) or Schwarz (SC). Using he crierion of Schwarz has given us he following resuls in able 2 below: Using he crierion of Schwarz has given us he following resuls in able 2 show ha P=2 will be he number of lags in our model Co-inegraion Tes In he coninuiy of he work of Aresis and Demeriades (1997), we op for he approach of co-inegraion o analyze he role of FDI on growh, he impac of he index of macroeconomic insabiliy and he corrupion performance index on hese hree variables in a conex of high risk counries such as Niger policy. Wih variables inegraed in level, i is o 20

6 Inernaional Journal of Financial Research Vol. 2, No. 2; July 2011 idenify long-run equilibrium relaionships beween he rae of GDP growh o FDI variables, he index of macroeconomic insabiliy and he corrupion performance index. The co-inegraion es is known as ha of Johansen (1991, 1995). Indeed, he resul of he esimae gives he resul of co-inegraion es based on he number of Eigen vecors (Eigen values) and ordered on he value of he likelihood raio (LR) by calculaing he following Johansen saisics: n Q T ln( 1 i) (10) r i r 1 Where T: numbers of observaions : The larges Eigen values : No coinegraion relaionship : Presence of a leas one coinegraing relaionship beween he series. On he basis of criical values a he 5% and 1% ha i acceps or rejecs. Indeed, if he LR saisic exceeds he criical daa values a he 5% and 1%, we rejec and is acceped and i is said ha here is a leas one co-inegraing relaionship beween he series sudied. The es carried ou in co-inegraion model has hree assumpions (Appendix IV, Figure2) explaining he relaionship beween variables. Assumpion of no relaionship beween he variables (none) Since he value of he race is grea han he calculaed value (62.94 > 54.07) denoes rejecion of he assumpion a he 0.05% level and accep he hypohesis ha exis a co-inegraion relaionship beween he variables. Assumpion a leas one co-inegraion relaionship beween variables ( a mos 1) Since he value of he race is less han he value calculaed a 5% (34.07<35.19), we rejec he hypohesis of exisence of a leas wo co inegraing relaionships beween variables. So we can conclude ha here is no co-inegraion Assumpion a leas wo co-inegraions relaionship beween variables ( a mos 2) Since he value of he race is less han he value calculaed a 5% (15.15<20.26), we rejec he hypohesis of exisence of a leas wo co-inegraing relaionships beween variables. So we can conclude ha here is no co-inegraion. Thus we can conclude ha here exiss one co-inegraion relaionship beween he variables The Impulse Response analysis Consider a process wih saisfacory represenaion VAR ( ) as follows: F ( L) X X F X F X... Fp X (12) p Assume ha he innovaions are i.d, and one has achievemens of his process. Assume furher ha parameers are known, bu he same analysis can be conduced when here has only esimaors of hese parameers. Then we can express he general idea of evoluion of a componen which occurs afer a pulse on on he period ; assuming all oher variables is consan for. Thus he impulse response analysis or impac analysis is o sudy or o measure he impac or he effec of he variaion of he innovaion variables. The analysis reveals ha impulse responses of he FDI o shock of he GDP are posiive in he early and in middle period end o be negaive and hereafer become posiive bu wih a low ampliude. While he impulse responses of he FDI o shock of he IIMACRO are low and negaive. However he flows of FDI have a posiive influence on he IIMACRO in he way i conribues o decrease he rae of IIMACRO. The responses of he GDP response o shocks of FDI are high and posiive. The responses of he GDP responses o shocks IIMACRO are negaive in he early and afer end oward zero. These mean ha in he early he GDP is influenced by he flows of FDI. The responses of he IIMACRO responses o shocks of FDI and o GDP are boh posiive bu very low in he early and end oward zero. This means ha he rae of IIMACRO has a small influence on he FDI and GDP. (Appendix 2 figure 4). Published by Sciedu Press 21

7 Inernaional Journal of Financial Research Vol. 2, No. 2; July Decomposiion of he variance The sudy of he variance decomposiion allows complee analysis of shocks. The objecive is o calculae he conribuion of each innovaion o he variance of he forecas error. The resuls of variance decomposiion show ha he variance of forecasing FDI is due o 68 % of is own innovaions, 29.20% of hose of he GDP and 2.79%of hose of IIMACRO. The variance of GDP forecas is due o 86.10% of is own innovaions, 13.82% of hose of he FDI and 0.07% of hose of IIMACRO. The variance of IIMACRO forecas is due o 91.35% of is own innovaions, 1.87% of hose of he FDI and 6.77% of hose of GDP. In summing up, he resuls say FDI is a small elemen in he evoluion of GDP, which is consisen wih he resuls of he analysis of shocks. Thus, if in shor-erm FDI have no influence on economic growh in he long erm here may be a muliplier effec from a larger flow of FDI. As GDP is srongly correlaed o he very long erm wih FDI because capial flows generaed by hese invesmens will lead o increased producion and increased producion and increased expors Granger causaliy es The es of Granger causaliy is used o deermine which ype is he correlaion of he indicaor wih he reference series. I involves comparing he average squared errors (EMC) o predic he nex value of a series using wo alernaive forecasing mehods: one using only shifs he series o predic and he second using shifs he series o be se and hose of he series ha we es causaliy. For linear models, Granger causaliy is rejeced if: ECM E( X / X, X,...)] ECM [ E( X / X, X..., Y, Y,...] (13) [ s 1 S 1 1 Where Y is he variable ha we es he causal X. The quesion is wheher he variable X "cause" or no he variable Y. They say ha he variable x because he sense of Granger variable Y if and only if knowledge of he pas of X improves he forecas of ye any horizon. If he null hypohesis is rejeced, he es will say ha he series will cause by Granger X, ha is o say, i conains informaion ha can predic he movemens of X, and vice versa performing he same es in reverse. If one seeks o consruc an indicaor o predic he movemen of a reference series, hopefully ideally be deermined by his es ha he change in he indicaor above hose of he reference series and no he oher, so ha Granger causaliy exiss only in he expeced direcion. 5. Furher Analysis of he Empirical Resuls The VAR model used in he work is o provide efficien sysems of inerrelaed ime series and o analyze he impac of FDI on economic growh. The VAR approach requires srucural modeling by modeling each endogenous variable in he sysem as a funcion of lagged values of all oher endogenous variables in he sysem based on he resuls obained. The analysis resul of he model is focused on esing causaliy Granger Empirical resuls of he model The analysis of causaliy in Granger sense, are usually based on a specificaion auoregressive (VAR) process daa generaor. This applies especially o he many sudies of causaion beween FDI and growh a he macroeconomic level. The variable FDI and economic growh have he advanage of being presen in a naural order saring wih linear consrains. This new characerizaion faciliaes a sequenial esing procedure which can ofen lead o conclusions abou causaliy (in Granger sense). The es of Granger causaliy analysis applied o mulivariae auoregressive deermines wheher an endogenous variable could be considered an exogenous variable. I also shows he degree of relevance of some variables o improve he prognosis of some ohers. The resuls of his es, he equaions of FDI reveals he imporance of lagged values of GDP and IIMACRO for improving forecass of FDI generaed by he model. In oher words, he lagged values of hese variables cause he presen value of FDI. The same scenario for he equaions of GDP, lagged values of FDI and IIMACRO values could explain he presen GDP, while i is differen for variable IIMACRO, migh be considered an exogenous variable. Table 4 shows ha here is no relaionship Granger causaliy beween all he variables sudied. Unlike some sudies in he above work and have been made for some developing counries, FDI does no cause economic growh (in he sense of Granger) in he case of Niger for he period 1970 o GDP real growh rae included in he work o reflec changes in economic growh does no cause as FDI (since F-sa=3.82and Prob=0.03). 22

8 Inernaional Journal of Financial Research Vol. 2, No. 2; July 2011 As used saisical heory requires saionariy of daa, we modeled he naural logarihm of each of hese variables differeniaed once or wice as needed. The vecor of hese variables and seleced is: 2 ln 2 X [(1 L)ln( FDI ),(1 L) ( IIMACRO ),(1 L) ln( GDP )] (14) Therefore, variables lnfdi, lngdp and lniimacro designae he processed forms of hese variables as hey appear in he vecor and he causal relaionships are idenified (in he sric sense) be inerpreed as linking hese ransformed variables. Therefore, FDI should be inerpreed as he rae of growh his year, while GDP or is growh rae and IIMACRO correspond o changes in heir respecive growh raes. I is also noeworhy ha he variable IIMACRO does no direcly affec GDP in he model bu i has an indirec influence on i since i causes he FDI. So, his influence hrough he channels of ransmission of FDI is regarded as an effecive vehicle for caalyzing economic growh. 6. Policy Implicaion In order o opimize he impac of he relaionship beween FDI and economic growh in Niger, some policies implicaion can be considered for furher generaing economic growh and aracing FDI in Niger: Managing macroeconomic sabiliy o achieve susainable economic growh. Improving invesmen climae and increasing absorpion capaciy, raional exploiaion of mineral resources in creaing value-added exploraion of oher sources of growh (ourism, livesock by-producs, crafs...). 7. Conclusion Using Co-inegraion VAR (Vecor Auoregressive) Model, his sudy explored he relaionship beween FDI and economic growh impac o he period ; finding FDI is a small elemen in he evoluion of GDP, which is consisen wih he resuls of he analysis of shocks. Thus, if in shor-erm FDI have no influence on economic growh in he long erm here may be a muliplier effec from a larger flow of FDI. As GDP is srongly correlaed o he very long erm wih FDI because capial flows generaed by hese invesmens will lead o increased producion and increased producion and increased expors. In he case of Niger,his sudy op for he approach of co-inegraion relaionship o analyze he role of FDI on growh, he impac of he index of macroeconomic insabiliy and he corrupion performance index on hese hree variables in a conex of high risk counries such as Niger policy. Wih variables inegraed in level, i is o idenify long-run equilibrium relaionships beween he rae of GDP growh o FDI variables, he index of macroeconomic insabiliy and he corrupion performance index. For he fuure research,he sudy could be expanded o he robusness of hese resuls deserve o be verified by including in he regressions a breakdown of FDI by heir naure and objecives and he differen economic secors in Niger. References Backer,K.D.E, (2002),Does Foreign Direc Invesmen Crowd Ou Domesic Enrepreneurship Vlerick working paper, No.14. Baldwin, R.E., Braconier, H. & Forslid R. (1999), Mulinaionals, Endogenous Growh and Technological Spillovers: Theory and Evidence. Discussion Paper N 2155, Cener for Economic Policy Research, London, UK. Baliamoune, M. (2002), Assessing he Impac of One Aspec of Globalizaion on Economic Growh in Africa, WIDER Discussion Paper No. 2002/91, World Insiue for Developmen Economics Research of he Unied Naions Universiy, Helsinki. Bergsrand, Jeffrey H. & Peer Egger. (2004) A Theoreical and Empirical Model of Inernaional Trade and Foreign Direc Invesmen wih Ousourcing: Par I, Developed Counries, Mimeo. CHARVIN, Rober, l invesissemen inernaional e le droi au développemen, Ediion L Harmaan, 2002, 203 pages. Chen, C., Chang, L. & Zhang, Y. (1995). The role of foreign direc Invesmen in China s pos-1978 economic developmen, World Developmen, 23(24): , doi: / x(94)00143-m, hp://dx.doi.org/ / x(94)00143-m CNUCED (2005), World Invesmen Repor, De Mello, L.R. (1997), Foreign Direc Invesmen in Developing Counries and Growh: A Selecive Survey, Journal of Developmen Sudies, 34, 1-34, doi: / , hp://dx.doi.org/ / De Mello, L.R. (1999), Foreign Direc Invesmen-led Growh: Evidence from Time Series and Panel Daa, Oxford Economic Papers, 51, , doi: /oep/ , hp://dx.doi.org/ /oep/ Published by Sciedu Press 23

9 Inernaional Journal of Financial Research Vol. 2, No. 2; July 2011 Dunning, J. H. (2001), The Eclecic (OLI) Paradigm of Inernaional Producion: Pas, Presen and Fuure, Inernaional Journal of Economics of Business, Vol. 8, No. 2, doi: / , hp://dx.doi.org/ / Dunning, J. H., (1998), The Eclecic Paradigm of Inernaional Producion: A Resaemen. and Some Possible Exensions, Journal of Inernaional Business Sudies-Spring, 1998, 3-4. Merlevede, Bruno e Koen Schoors (2004), Deerminans of Foreign Direc Invesmen in Transiion Economies, unpublished R Developmen Core Team (2008). R: A Language and Environmen for Saisical Compuing. Vienna, Ausria: R Foundaion for Saisical Compuing. ISBN STIGLITZ, Joseph E., Principes d économie moderne, nouveaux horizons, De Boeck Universié, 2000, 939 pages. Wang, Z. Q. & Swain, N., (1995), The Deerminans of Foreign Direc Invesmens InTransforming Economics: Empirical Evidence from Hungary and China. Welwirschafliches Archive. 131: , doi: /bf , hp://dx.doi.org/ /bf Xiaoying, L. & Xiaming, L., (2005), Foreign Direc Invesmen and Economic Growh: An Increasingly Endogenous Relaionship, World Developmen, vol. 33, Issue 3. Zhang, K. H. (2001), Does foreign Direc Invesmen promoe Economic Growh? Evidence-from Eas Asia and Lain America, Conemporary Economic Policy (ISSN 1074-) Table 1. Uni Roo Tes variables consan Consan& Trend None levels levels levels GDP ** ** ** ** FDI ** ** ** ** ** ** IIMACRO ** ** ** ** ** ** Noes: 1. using criical values by MacKinnon, *indicaes saionariy a5%level and ** indicaes saionariy a 1% level 3. Lag lengh auomaically chosen (by Eviews 6) using Schwarz Informaion Crierion (SIC) Table 2. Choice of he Opimal Lags Crierion P=2 P=4 P=6 informaion SC

10 Inernaional Journal of Financial Research Vol. 2, No. 2; July 2011 Table3. Coinegraing Regression Coinegraing Eq: CoinEq1 GDP(-1) FDI(-1) ( ) [ ] IIMACRO(-1) ( ) [ ] C Noe: Sandard errors are in parenhesis and -raios are in brackes. Table 4. Granger Causaliy Tes Pairwise Granger Causaliy Tess Dae: 09/26/10 Time: 19:26 Sample: Lags: 2 Null Hypohesis: Obs F-Saisic Prob. FDI does no Granger Cause GDP GDP does no Granger Cause FDI CPI does no Granger Cause GDP GDP does no Granger Cause CPI IIMACRO does no Granger Cause GDP GDP does no Granger Cause IIMACRO CPI does no Granger Cause FDI FDI does no Granger Cause CPI IIMACRO does no Granger Cause FDI FDI does no Granger Cause IIMACRO IIMACRO does no Granger Cause CPI CPI does no Granger Cause IIMACRO Pairwise Granger Causaliy Tess Dae: 09/25/10 Time: 12:37 Sample: Lags: 2 Null Hypohesis: Obs F-Saisic Prob. Published by Sciedu Press 25

11 Inernaional Journal of Financial Research Vol. 2, No. 2; July 2011 GDP does no Granger Cause FDI FDI does no Granger Cause GDP IIMACRO does no Granger Cause FDI FDI does no Granger Cause IIMACRO CPI does no Granger Cause FDI FDI does no Granger Cause CPI IIMACRO does no Granger Cause GDP GDP does no Granger Cause IIMACRO CPI does no Granger Cause GDP GDP does no Granger Cause CPI CPI does no Granger Cause IIMACRO IIMACRO does no Granger Cause CPI Pairwise Granger Causaliy Tess Dae: 09/25/10 Time: 12:56 Sample: Lags: 2 Null Hypohesis: Obs F-Saisic Prob. FDI does no Granger Cause GDP GDP does no Granger Cause FDI IIMACRO does no Granger Cause GDP GDP does no Granger Cause IIMACRO IIMACRO does no Granger Cause FDI FDI does no Granger Cause IIMACRO

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

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

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

How To Calculate Price Elasiciy Per Capia Per Capi

How To Calculate Price Elasiciy Per Capia Per Capi Price elasiciy of demand for crude oil: esimaes for 23 counries John C.B. Cooper Absrac This paper uses a muliple regression model derived from an adapaion of Nerlove s parial adjusmen model o esimae boh

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

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

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 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

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

MALAYSIAN FOREIGN DIRECT INVESTMENT AND GROWTH: DOES STABILITY MATTER? Jarita Duasa 1

MALAYSIAN FOREIGN DIRECT INVESTMENT AND GROWTH: DOES STABILITY MATTER? Jarita Duasa 1 Journal of Economic Cooperaion, 8, (007), 83-98 MALAYSIAN FOREIGN DIRECT INVESTMENT AND GROWTH: DOES STABILITY MATTER? Jaria Duasa 1 The objecive of he paper is wofold. Firs, is o examine causal relaionship

More information

Title: Who Influences Latin American Stock Market Returns? China versus USA

Title: Who Influences Latin American Stock Market Returns? China versus USA Cenre for Global Finance Working Paper Series (ISSN 2041-1596) Paper Number: 05/10 Tile: Who Influences Lain American Sock Marke Reurns? China versus USA Auhor(s): J.G. Garza-García; M.E. Vera-Juárez Cenre

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

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

Market Liquidity and the Impacts of the Computerized Trading System: Evidence from the Stock Exchange of Thailand

Market Liquidity and the Impacts of the Computerized Trading System: Evidence from the Stock Exchange of Thailand 36 Invesmen Managemen and Financial Innovaions, 4/4 Marke Liquidiy and he Impacs of he Compuerized Trading Sysem: Evidence from he Sock Exchange of Thailand Sorasar Sukcharoensin 1, Pariyada Srisopisawa,

More information

DOES TRADING VOLUME INFLUENCE GARCH EFFECTS? SOME EVIDENCE FROM THE GREEK MARKET WITH SPECIAL REFERENCE TO BANKING SECTOR

DOES TRADING VOLUME INFLUENCE GARCH EFFECTS? SOME EVIDENCE FROM THE GREEK MARKET WITH SPECIAL REFERENCE TO BANKING SECTOR Invesmen Managemen and Financial Innovaions, Volume 4, Issue 3, 7 33 DOES TRADING VOLUME INFLUENCE GARCH EFFECTS? SOME EVIDENCE FROM THE GREEK MARKET WITH SPECIAL REFERENCE TO BANKING SECTOR Ahanasios

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

Determinants of Capital Structure: Comparison of Empirical Evidence from the Use of Different Estimators

Determinants of Capital Structure: Comparison of Empirical Evidence from the Use of Different Estimators Serrasqueiro and Nunes, Inernaional Journal of Applied Economics, 5(1), 14-29 14 Deerminans of Capial Srucure: Comparison of Empirical Evidence from he Use of Differen Esimaors Zélia Serrasqueiro * and

More information

Time Series Analysis Using SAS R Part I The Augmented Dickey-Fuller (ADF) Test

Time Series Analysis Using SAS R Part I The Augmented Dickey-Fuller (ADF) Test ABSTRACT Time Series Analysis Using SAS R Par I The Augmened Dickey-Fuller (ADF) Tes By Ismail E. Mohamed The purpose of his series of aricles is o discuss SAS programming echniques specifically designed

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

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

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

SCHUMPETER DISCUSSION PAPERS Interdependence between Foreign Exchange Markets and Stock Markets in Selected European Countries

SCHUMPETER DISCUSSION PAPERS Interdependence between Foreign Exchange Markets and Stock Markets in Selected European Countries SCHUMPETER DISCUSSION PAPERS Inerdependence beween Foreign Exchange Markes and Sock Markes in Seleced European Counries Mevlud Islami SDP 2008-007 ISSN 1867-5352 by he auor Inerdependence Beween Foreign

More information

Purchasing Power Parity (PPP), Sweden before and after EURO times

Purchasing Power Parity (PPP), Sweden before and after EURO times School of Economics and Managemen Purchasing Power Pariy (PPP), Sweden before and afer EURO imes - Uni Roo Tes - Coinegraion Tes Masers hesis in Saisics - Spring 2008 Auhors: Mansoor, Rashid Smora, Ami

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

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

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

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

Applied Econometrics and International Development. AEID. Vol. 4-3 (2004)

Applied Econometrics and International Development. AEID. Vol. 4-3 (2004) Applied Economerics and Inernaional Developmen. AEID. Vol. 4-3 (2004) HUMAN CAPITAL, TECHNOLOGY DIFFUSION AND ECONOMIC GROWTH IN LOW-TO-MIDDLE INCOME COUNTRY: A TIME SERIES PERSPECTIVE OF GUATEMALA, 950-200

More information

CAUSAL RELATIONSHIP BETWEEN STOCK MARKET AND EXCHANGE RATE, FOREIGN EXCHANGE RESERVES AND VALUE OF TRADE BALANCE: A CASE STUDY FOR INDIA

CAUSAL RELATIONSHIP BETWEEN STOCK MARKET AND EXCHANGE RATE, FOREIGN EXCHANGE RESERVES AND VALUE OF TRADE BALANCE: A CASE STUDY FOR INDIA CAUSAL RELATIONSHIP BETWEEN STOCK MARKET AND EXCHANGE RATE, FOREIGN EXCHANGE RESERVES AND VALUE OF TRADE BALANCE: A CASE STUDY FOR INDIA BASABI BHATTACHARYA & JAYDEEP MUKHERJEE Reader, Deparmen of Economics,

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

The Impact of Flood Damages on Production of Iran s Agricultural Sector

The Impact of Flood Damages on Production of Iran s Agricultural Sector Middle-Eas Journal of Scienific Research 12 (7): 921-926, 2012 ISSN 1990-9233 IDOSI Publicaions, 2012 DOI: 10.5829/idosi.mejsr.2012.12.7.1783 The Impac of Flood Damages on Producion of Iran s Agriculural

More information

Estimating Time-Varying Equity Risk Premium The Japanese Stock Market 1980-2012

Estimating Time-Varying Equity Risk Premium The Japanese Stock Market 1980-2012 Norhfield Asia Research Seminar Hong Kong, November 19, 2013 Esimaing Time-Varying Equiy Risk Premium The Japanese Sock Marke 1980-2012 Ibboson Associaes Japan Presiden Kasunari Yamaguchi, PhD/CFA/CMA

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

ElectricityConsumptionandEconomicGrowthinBangladeshCo-IntegrationandCausalityAnalysis

ElectricityConsumptionandEconomicGrowthinBangladeshCo-IntegrationandCausalityAnalysis Global Journal of Managemen and Business Research Volume 12 Issue 11 Version 1.0 July 2012 Type: Double Blind Peer Reviewed Inernaional Research Journal Publisher: Global Journals Inc. (US) Online ISSN:

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 RELATIONSHIPS AMONG PETROLEUM PRICES. Abstract

THE RELATIONSHIPS AMONG PETROLEUM PRICES. Abstract Inernaional Conference On Applied Economics ICOAE 2010 459 THE RELATIONSHIPS AMONG PETROLEUM PRICES RAYMOND LI 1 Absrac This paper evaluaes in a mulivariae framework he relaionship among he spo prices

More information

JEL classifications: Q43;E44 Keywords: Oil shocks, Stock market reaction.

JEL classifications: Q43;E44 Keywords: Oil shocks, Stock market reaction. Applied Economerics and Inernaional Developmen. AEID.Vol. 5-3 (5) EFFECT OF OIL PRICE SHOCKS IN THE U.S. FOR 1985-4 USING VAR, MIXED DYNAMIC AND GRANGER CAUSALITY APPROACHES AL-RJOUB, Samer AM * Absrac

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

Risk Modelling of Collateralised Lending

Risk Modelling of Collateralised Lending Risk Modelling of Collaeralised Lending Dae: 4-11-2008 Number: 8/18 Inroducion This noe explains how i is possible o handle collaeralised lending wihin Risk Conroller. The approach draws on he faciliies

More information

CEEP-BIT WORKING PAPER SERIES. The crude oil market and the gold market: Evidence for cointegration, causality and price discovery

CEEP-BIT WORKING PAPER SERIES. The crude oil market and the gold market: Evidence for cointegration, causality and price discovery CEEP-BIT WORKING PAPER SERIES The crude oil marke and he gold marke: Evidence for coinegraion, causaliy and price discovery Yue-Jun Zhang Yi-Ming Wei Working Paper 5 hp://www.ceep.ne.cn/english/publicaions/wp/

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

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

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

Bid-ask Spread and Order Size in the Foreign Exchange Market: An Empirical Investigation

Bid-ask Spread and Order Size in the Foreign Exchange Market: An Empirical Investigation Bid-ask Spread and Order Size in he Foreign Exchange Marke: An Empirical Invesigaion Liang Ding* Deparmen of Economics, Macaleser College, 1600 Grand Avenue, S. Paul, MN55105, U.S.A. Shor Tile: Bid-ask

More information

The impact of foreign direct investment and trade on economic. growth Taking China, Korea, Malaysia, Philippines & Thailand for.

The impact of foreign direct investment and trade on economic. growth Taking China, Korea, Malaysia, Philippines & Thailand for. Dec. 2009, Volume 8, No.12 (Serial No.78) China-USA Business Review, ISSN 1537-1514, USA The impac of foreign direc invesmen and rade on economic growh Taking China, Korea, Malaysia, Philippines & Thailand

More information

Real Exchange Rate and Trade Balance Relationship: An Empirical Study on Malaysia

Real Exchange Rate and Trade Balance Relationship: An Empirical Study on Malaysia Vol. 3, No. 8 Inernaional Journal of Business and Managemen Real Exchange Rae and Trade Balance Relaionship: An Empirical Sudy on Malaysia Ng Yuen-Ling Faculy of Accounancy and Managemen, Universii Tunku

More information

Performance Center Overview. Performance Center Overview 1

Performance Center Overview. Performance Center Overview 1 Performance Cener Overview Performance Cener Overview 1 ODJFS Performance Cener ce Cener New Performance Cener Model Performance Cener Projec Meeings Performance Cener Execuive Meeings Performance Cener

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

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

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

Interest rates, house prices and the purchasing power for housing 1

Interest rates, house prices and the purchasing power for housing 1 Enhr Conference 2011 5-8 July, Toulouse Ineres raes, house prices and he purchasing power for housing 1 Frank Vasmans Cenre for Economic Sudies, Universiy of Leuven (K.U.Leuven) e-mail: Frank.Vasmans@econ.kuleuven.ac.be

More information

TEMPORAL PATTERN IDENTIFICATION OF TIME SERIES DATA USING PATTERN WAVELETS AND GENETIC ALGORITHMS

TEMPORAL PATTERN IDENTIFICATION OF TIME SERIES DATA USING PATTERN WAVELETS AND GENETIC ALGORITHMS TEMPORAL PATTERN IDENTIFICATION OF TIME SERIES DATA USING PATTERN WAVELETS AND GENETIC ALGORITHMS RICHARD J. POVINELLI AND XIN FENG Deparmen of Elecrical and Compuer Engineering Marquee Universiy, P.O.

More information

DEMAND FORECASTING MODELS

DEMAND FORECASTING MODELS DEMAND FORECASTING MODELS Conens E-2. ELECTRIC BILLED SALES AND CUSTOMER COUNTS Sysem-level Model Couny-level Model Easside King Couny-level Model E-6. ELECTRIC PEAK HOUR LOAD FORECASTING Sysem-level Forecas

More information

SPEC model selection algorithm for ARCH models: an options pricing evaluation framework

SPEC model selection algorithm for ARCH models: an options pricing evaluation framework Applied Financial Economics Leers, 2008, 4, 419 423 SEC model selecion algorihm for ARCH models: an opions pricing evaluaion framework Savros Degiannakis a, * and Evdokia Xekalaki a,b a Deparmen of Saisics,

More information

Forecasting the dynamics of financial markets. Empirical evidence in the long term

Forecasting the dynamics of financial markets. Empirical evidence in the long term Leonardo Franci (Ialy), Andi Duqi (Ialy), Giuseppe Torluccio (Ialy) Forecasing he dynamics of financial markes. Empirical evidence in he long erm Absrac This sudy aims o verify wheher here are any macroeconomic

More information

A PROPOSAL TO OBTAIN A LONG QUARTERLY CHILEAN GDP SERIES *

A PROPOSAL TO OBTAIN A LONG QUARTERLY CHILEAN GDP SERIES * CUADERNOS DE ECONOMÍA, VOL. 43 (NOVIEMBRE), PP. 285-299, 2006 A PROPOSAL TO OBTAIN A LONG QUARTERLY CHILEAN GDP SERIES * JUAN DE DIOS TENA Universidad de Concepción y Universidad Carlos III, España MIGUEL

More information

Sustainability of current account deficit with high oil prices: Evidence from Turkey 1

Sustainability of current account deficit with high oil prices: Evidence from Turkey 1 Inernaional Journal of Economic Sciences Vol. III / No. 2 / 2014 Susainabiliy of curren accoun defici wih high oil prices: Evidence from Turkey 1 Erkan Özaa ABSTRACT Curren accoun defici as a raio of GDP

More information

A Note on the Impact of Options on Stock Return Volatility. Nicolas P.B. Bollen

A Note on the Impact of Options on Stock Return Volatility. Nicolas P.B. Bollen A Noe on he Impac of Opions on Sock Reurn Volailiy Nicolas P.B. Bollen ABSTRACT This paper measures he impac of opion inroducions on he reurn variance of underlying socks. Pas research generally finds

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

Causal Relationship between Macro-Economic Indicators and Stock Market in India

Causal Relationship between Macro-Economic Indicators and Stock Market in India Asian Journal of Finance & Accouning Causal Relaionship beween Macro-Economic Indicaors and Sock Marke in India Dr. Naliniprava ripahy Associae Professor (Finance), Indian Insiue of Managemen Shillong

More information

Dynamic co-movement and correlations in fixed income markets: Evidence from selected emerging market bond yields

Dynamic co-movement and correlations in fixed income markets: Evidence from selected emerging market bond yields P Thupayagale* and I Molalapaa Dynamic co-movemen and correlaions in fixed income markes: Evidence from seleced emerging marke bond yield Dynamic co-movemen and correlaions in fixed income markes: Evidence

More information

Supplementary Appendix for Depression Babies: Do Macroeconomic Experiences Affect Risk-Taking?

Supplementary Appendix for Depression Babies: Do Macroeconomic Experiences Affect Risk-Taking? Supplemenary Appendix for Depression Babies: Do Macroeconomic Experiences Affec Risk-Taking? Ulrike Malmendier UC Berkeley and NBER Sefan Nagel Sanford Universiy and NBER Sepember 2009 A. Deails on SCF

More information

Institut für Halle Institute for Economic Research Wirtschaftsforschung Halle

Institut für Halle Institute for Economic Research Wirtschaftsforschung Halle Insiu für Halle Insiue for Economic Research Wirschafsforschung Halle On he Twin Deficis Hypohesis and he Impor Propensiy in Transiion Counries Huber Gabrisch December 2011 No. 20 IWH-Diskussionspapiere

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

Investigation of the effect of the degree of openness of the economy on real effective exchange rate Volatility: case study (the Iran economy)

Investigation of the effect of the degree of openness of the economy on real effective exchange rate Volatility: case study (the Iran economy) saqartvelos mecnierebata erovnuli akademiis moambe,. 9, #2, 2015 BULLETIN OF THE GEORGIAN NATIONAL ACADEMY OF SCIENCES, vols. 9, no. 2, 2015 Economy Invesigaion of he effec of he degree of openness of

More information

Lead Lag Relationships between Futures and Spot Prices

Lead Lag Relationships between Futures and Spot Prices Working Paper No. 2/02 Lead Lag Relaionships beween Fuures and Spo Prices by Frank Asche Ale G. Guormsen SNF-projec No. 7220: Gassmarkeder, menneskelig kapial og selskapssraegier The projec is financed

More information

The US Tech Pulse, stock prices, and exchange rate dynamics: Evidence from Asian developing countries

The US Tech Pulse, stock prices, and exchange rate dynamics: Evidence from Asian developing countries The US Tech Pulse, sock prices, and exchange rae dynamics: Evidence from Asian developing counries Akihiro Kubo Graduae School of Economics, Osaka Ciy Universiy, 3-3-138 Sugimoo, Sumiyoshi-ku, Osaka 558-8585,

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

Present Value Methodology

Present Value Methodology Presen Value Mehodology Econ 422 Invesmen, Capial & Finance Universiy of Washingon Eric Zivo Las updaed: April 11, 2010 Presen Value Concep Wealh in Fisher Model: W = Y 0 + Y 1 /(1+r) The consumer/producer

More information

is a random vector with zero mean and Var(e

is a random vector with zero mean and Var(e Economics Leers 73 (2001) 147 153 www.elsevier.com/ locae/ econbase Esimaion of direc and indirec impac of oil price on growh Tilak Abeysinghe* Deparmen of Economics, Naional Universiy of Singapore, 10Ken

More information

ONE SECURITY, FOUR MARKETS: CANADA-US CROSS-LISTED OPTIONS AND UNDERLYING EQUITIES

ONE SECURITY, FOUR MARKETS: CANADA-US CROSS-LISTED OPTIONS AND UNDERLYING EQUITIES ONE SECURITY, FOUR MARKETS: CANADA-US CROSS-LISTED OPTIONS AND UNDERLYING EQUITIES Michal Czerwonko **** Nabil Khoury* Sylianos Perrakis** Marko Savor*** This version May 2010 JEL CODE: G14, G15 KEYWORDS:

More information

Contrarian insider trading and earnings management around seasoned equity offerings; SEOs

Contrarian insider trading and earnings management around seasoned equity offerings; SEOs Journal of Finance and Accounancy Conrarian insider rading and earnings managemen around seasoned equiy offerings; SEOs ABSTRACT Lorea Baryeh Towson Universiy This sudy aemps o resolve he differences in

More information

The Relationship Between Commercial Energy Consumption and Gross Domestic Income in Kenya

The Relationship Between Commercial Energy Consumption and Gross Domestic Income in Kenya The Relaionship Beween Commercial Energy Consumpion and Gross Domesic Income in Kenya Susan M. Onuonga The Journal of Developing Areas, Volume 46, Number 1, Spring 2012, pp. 305-314 (Aricle) Published

More information

Appendix D Flexibility Factor/Margin of Choice Desktop Research

Appendix D Flexibility Factor/Margin of Choice Desktop Research Appendix D Flexibiliy Facor/Margin of Choice Deskop Research Cheshire Eas Council Cheshire Eas Employmen Land Review Conens D1 Flexibiliy Facor/Margin of Choice Deskop Research 2 Final Ocober 2012 \\GLOBAL.ARUP.COM\EUROPE\MANCHESTER\JOBS\200000\223489-00\4

More information

Inflation and Economic Growth: Inflation Threshold Level Analysis for Ethiopia

Inflation and Economic Growth: Inflation Threshold Level Analysis for Ethiopia Inernaional Journal of Ehics in Engineering & Managemen Educaion Websie: www.ijeee.in (ISSN: 2348-4748, Volume 2, Issue 5, May 2015) Inflaion and Economic Growh: Inflaion Threshold Level Analysis for Ehiopia

More information

The Influence of Iran's Entrance into the WTO on Major Indexes of Tehran Stock Exchange

The Influence of Iran's Entrance into the WTO on Major Indexes of Tehran Stock Exchange 2013, TexRoad Publicaion ISSN: 2090-4274 Journal of Applied Environmenal and Biological Sciences www.exroad.com The Influence of Iran's Enrance ino he WTO on Major Indexes of Tehran Sock Exchange Darush

More information

Premium Income of Indian Life Insurance Industry

Premium Income of Indian Life Insurance Industry Premium Income of Indian Life Insurance Indusry A Toal Facor Produciviy Approach Ram Praap Sinha* Subsequen o he passage of he Insurance Regulaory and Developmen Auhoriy (IRDA) Ac, 1999, he life insurance

More information

Applied Econometrics and International Development Vol. 10-2 (2010) mail: idiluz@yeditepe.edu.tr

Applied Econometrics and International Development Vol. 10-2 (2010) mail: idiluz@yeditepe.edu.tr Applied Economerics and Inernaional Developmen Vol. 10-2 (2010) DETERMINANTS OF CURRENT ACCOUNT: THE RELATION BETWEEN INTERNAL AND EXTERNAL BALANCES IN TURKEY UZ, Idil 1 Absrac This paper considers he

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

Contribution of Agricultural Exports to Economic Growth in Pakistan

Contribution of Agricultural Exports to Economic Growth in Pakistan Pak. J. Commer. Soc. Sci. 2012 Vol. 6 (1), 133-146 Conribuion of Agriculural Expors o Economic Growh in Pakisan Muhammad Zahir Faridi Assisan Professor of Economics, Bahauddin Zakariya Universiy, Mulan,

More information

USE OF EDUCATION TECHNOLOGY IN ENGLISH CLASSES

USE OF EDUCATION TECHNOLOGY IN ENGLISH CLASSES USE OF EDUCATION TECHNOLOGY IN ENGLISH CLASSES Mehme Nuri GÖMLEKSİZ Absrac Using educaion echnology in classes helps eachers realize a beer and more effecive learning. In his sudy 150 English eachers were

More information

The stock index futures hedge ratio with structural changes

The stock index futures hedge ratio with structural changes Invesmen Managemen and Financial Innovaions Volume 11 Issue 1 2014 Po-Kai Huang (Taiwan) The sock index fuures hedge raio wih srucural changes Absrac This paper esimaes he opimal sock index fuures hedge

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

Uni Rodeo and Economic Loss Analysis

Uni Rodeo and Economic Loss Analysis Do Propery-Casualy Insurance Underwriing Margins Have Uni Roos? Sco E. Harringon* Moore School of Business Universiy of Souh Carolina Columbia, SC 98 harringon@moore.sc.edu (83) 777-495 Tong Yu College

More information

INTRODUCTION TO FORECASTING

INTRODUCTION TO FORECASTING INTRODUCTION TO FORECASTING INTRODUCTION: Wha is a forecas? Why do managers need o forecas? A forecas is an esimae of uncerain fuure evens (lierally, o "cas forward" by exrapolaing from pas and curren

More information

Journal Of Business & Economics Research Volume 1, Number 11

Journal Of Business & Economics Research Volume 1, Number 11 Profis From Buying Losers And Selling Winners In The London Sock Exchange Anonios Anoniou (E-mail: anonios.anoniou@durham.ac.ak), Universiy of Durham, UK Emilios C. Galariois (E-mail: emilios.galariois@dirham.ac.uk),

More information

A DCC Analysis of Two Stock Market Returns Volatility with an Oil Price Factor: An Evidence Study of Singapore and Thailand s Stock Markets

A DCC Analysis of Two Stock Market Returns Volatility with an Oil Price Factor: An Evidence Study of Singapore and Thailand s Stock Markets Journal of Convergence Informaion Technology Volume 4, Number 1, March 9 A DCC Analysis of Two Sock Marke Reurns Volailiy wih an Oil Price Facor: An Evidence Sudy of Singapore and Thailand s Sock Markes

More information

A study of dynamics in market volatility indices between

A study of dynamics in market volatility indices between Invesmen Managemen and Financial Innovaions Volume 9 Issue 4 01 Yen-Hsien Lee (Taiwan) Jui-Cheng Hung (Taiwan) Yi-Hsien Wang (Taiwan) Chin-Yen Huang (Taiwan) A sudy of dynamics in marke volailiy indices

More information

MEDDELANDEN FRÅN SVENSKA HANDELSHÖGSKOLAN SWEDISH SCHOOL OF ECONOMICS AND BUSINESS ADMINISTRATION WORKING PAPERS

MEDDELANDEN FRÅN SVENSKA HANDELSHÖGSKOLAN SWEDISH SCHOOL OF ECONOMICS AND BUSINESS ADMINISTRATION WORKING PAPERS MEDDELANDEN FRÅN SVENSKA HANDELSHÖGSKOLAN SWEDISH SCHOOL OF ECONOMICS AND BUSINESS ADMINISTRATION WORKING PAPERS 3 Jukka Liikanen, Paul Soneman & Oo Toivanen INTERGENERATIONAL EFFECTS IN THE DIFFUSION

More information

The Impact of International Oil Price Fluctuation on China s Economy

The Impact of International Oil Price Fluctuation on China s Economy Available online a www.sciencedirec.com Energ Procedia 5 (2011) 1360 1364 IACEED2010 The Impac of Inernaional Oil Price Flucuaion on China s Econom Zhang Qianqian School of Economics and Managemen, Wuhan

More information

Oil Price Fluctuations and Firm Performance in an Emerging Market: Assessing Volatility and Asymmetric Effect

Oil Price Fluctuations and Firm Performance in an Emerging Market: Assessing Volatility and Asymmetric Effect Journal of Economics, Business and Managemen, Vol., No. 4, November 203 Oil Price Flucuaions and Firm Performance in an Emerging Marke: Assessing Volailiy and Asymmeric Effec Hawai Janor, Aisyah Abdul-Rahman,

More information

ESTIMATE OF POTENTIAL GROSS DOMESTIC PRODUCT USING THE PRODUCTION FUNCTION METHOD

ESTIMATE OF POTENTIAL GROSS DOMESTIC PRODUCT USING THE PRODUCTION FUNCTION METHOD Economeric Modelling Deparmen Igea Vrbanc June 2006 ESTIMATE OF POTENTIAL GROSS DOMESTIC PRODUCT USING THE PRODUCTION FUNCTION METHOD CONTENTS SUMMARY 1. INTRODUCTION 2. ESTIMATE OF THE PRODUCTION FUNCTION

More information

Faculdade de Economia da Universidade de Coimbra

Faculdade de Economia da Universidade de Coimbra Faculdade de Economia da Universidade de Coimbra Grupo de Esudos Moneários e Financeiros (GEMF) Av. Dias da Silva, 165 3004-512 COIMBRA, PORTUGAL gemf@fe.uc.p hp://gemf.fe.uc.p MICAELA ANTUNES & ELIAS

More information

The Relation between Price Changes and Trading Volume: A Study in Indian Stock Market

The Relation between Price Changes and Trading Volume: A Study in Indian Stock Market Inerdisciplinary Journal of esearch in Business ol. 1, Issue. 7, July 011(pp.81-95) The elaion beween Price Changes and Trading olume: A Sudy in Indian Sock Marke Dr. Naliniprava Tripahy Associae Professor

More information

EXCHANGE RATE POLICY AND TRADE BALANCE. A COINTEGRATION ANALYSIS OF THE ARGENTINE EXPERIENCE SINCE 1962.

EXCHANGE RATE POLICY AND TRADE BALANCE. A COINTEGRATION ANALYSIS OF THE ARGENTINE EXPERIENCE SINCE 1962. EXCHANGE RATE POLICY AND TRADE BALANCE. A COINTEGRATION ANALYSIS OF THE ARGENTINE EXPERIENCE SINCE 962. David Maesanz Gómez Deparameno de Economía Aplicada, Universidad de Oviedo maesanzdavid@uniovi.es

More information

The Optimal Instrument Rule of Indonesian Monetary Policy

The Optimal Instrument Rule of Indonesian Monetary Policy The Opimal Insrumen Rule of Indonesian Moneary Policy Dr. Muliadi Widjaja Dr. Eugenia Mardanugraha Absrac Since 999, according o Law No. 3/999, Bank Indonesia (BI- he Indonesian Cenral Bank) se inflaion

More information

Evidence from the Stock Market

Evidence from the Stock Market UK Fund Manager Cascading and Herding Behaviour: New Evidence from he Sock Marke Yang-Cheng Lu Deparmen of Finance, Ming Chuan Universiy 250 Sec.5., Zhong-Shan Norh Rd., Taipe Taiwan E-Mail ralphyclu1@gmail.com,

More information

Stability. Coefficients may change over time. Evolution of the economy Policy changes

Stability. Coefficients may change over time. Evolution of the economy Policy changes Sabiliy Coefficiens may change over ime Evoluion of he economy Policy changes Time Varying Parameers y = α + x β + Coefficiens depend on he ime period If he coefficiens vary randomly and are unpredicable,

More information

How does working capital management affect SMEs profitability? This paper analyzes the relation between working capital management and profitability

How does working capital management affect SMEs profitability? This paper analyzes the relation between working capital management and profitability How does working capial managemen affec SMEs profiabiliy? Absrac This paper analyzes he relaion beween working capial managemen and profiabiliy for small and medium-sized firms by conrolling for unobservable

More information

THE IMPACT OF UNEMPLOYMENT RATE ON THE ROMANIAN SHADOW ECONOMY: AN EMPIRICAL INVESTIGATION USING GRANGER CAUSALITY ANALYSIS

THE IMPACT OF UNEMPLOYMENT RATE ON THE ROMANIAN SHADOW ECONOMY: AN EMPIRICAL INVESTIGATION USING GRANGER CAUSALITY ANALYSIS Adriana AnaMaria ALEXANDRU, PhD Deparmen of Saisics and Economerics E-mail: adrianaalexandru@yahoo.com Professor Ion DOBRE, PhD Deparmen of Economic Cyberneics E-mail: dobrerio@ase.ro The Buchares Academy

More information