exchange rate fundamentals forecasting and speculation bayesian models in black markets summary although speculative activity is central to black markets for currency the out of sample performance of structural models in those settings is unknown we substantially update the literature on empirical determinants of black market rates and evaluate the out of sample performance of linear models and non parametric bayesian treed gaussian process btgp models against the random walk benchmark fundamentals based models outperform the benchmark in out of sample prediction accuracy and trading rule profitability measures given future values of fundamentals in simulated real time trading exercises however the btgp achieves superior realized profitability accuracy and market timing while linear models do no better than a random walk copyright 2013 john wiley sons ltd

mean reversion in real exchange rates evidence and implications for forecasting abstract the stationarity of real exchange rates over the recent flexible exchange rate period is an issue that has long bedeviled researchers in international finance using a constrained multivariate framework this paper provides the strongest evidence yet that real exchange rates were mean reverting over the 1973 93 period we also investigate shifts in long run real exchange rates which may be important for the purpose of forecasting out of sample forecasting shows that the random walk model is outperformed by a mean stationary model especially at long horizons in addition there are substantial forecasting benefits from using a multivariate approach

purchasing power parity in the long run a cointegration approach this paper utilizes cointegration analysis to examine purchasing power parity relationships over a long time horizon the results indicate that the exchange rate is cointegrated strongly with the wholesale price index ratio and somewhat weakly with the consumer price index ratio the cointegrating coefficient between the exchange rate and the price ratio is close to one when cointegration is confirmed the hypothesis that the real exchange rate follows a random walk is rejected in most cases finally a new test for common trends finds no such common trends in exchange rates or price ratios copyright 1990 by ohio state university press

deviations from purchasing power parity in the long run this paper demonstrates that deviations from purchasing power parity reveal a remarkable and possibly startling consistency with martingale behavior during both fixed and flexible rate periods for a wide variety of countries and in both monthly and annual data since this pattern appears to be much more general than one would expect on the basis of models founded on international commodity arbitrage the paper proposes an alternative explanation which instead relies on financial arbitrage in bonds as the underlying mechanism this paper will demonstrate that deviations from purchasing power parity ppp reveal a remarkable and possibly startling consistency with martingale behavior during both fixed and flexible exchange rate periods for a wide variety of countries and in both monthly and annual data this pattern appears to be much more general than one would expect on the basis of models founded on international commodity arbitrage the paper therefore proposes an alternative explanation which does not presuppose free trade in goods but which instead relies on financial arbitrage in bonds as the underlying mechanism the major implication of the theory and the results is that ppp is as likely to be violated in the long as in the short run as an empirical matter deviations from ppp can be observed for most currencies at any instant see kravis et al 21 stockman 37 and genberg 15 among others these deviations are typically both cumulative and persistent the real exchange rate can remain on either side of parity for lengthy but variable time intervals of a year or more as a consequence the current consensus shared

national price levels purchasing power parity and cointegration a test of four high inflation economies abstract the time series properties of exchange rates and wholesale prices from four high inflation countries show some evidence in support of purchasing power parity tests for stationarity of real exchange rates and cointegration among price and exchange rate variables are presented for argentina brazil chile and israel during the 1970s and 1980s error correction models describe the mechanism of adjustment to long run equilibrium

a reexamination of purchasing power parity a multicountry and multiperiod study abstract this paper re examines the purchasing power parity ppp theory in a multiple exchange rate world owing to a lack of precision in estimating the parameters many authors concluded that ppp did not hold very well in the 1970s using a time series cross sectional estimation procedure we are unable to reject the hypothesis that ppp holds in several currencies simultaneously in addition the parameters are precisely estimated this result follows from the estimation procedure which allows us to exploit the cross sectional variation in the data and the contemporaneous correlation in the deviations from ppp

interest rates and currency prices in a two country world abstract this paper is a theoretical study of the determination of prices interest rates and currency exchange rates set in an infinitely lived two country world which is subject both to stochastic endowment shocks and to monetary instability formulas are obtained for pricing all equity claims nominally denominated bonds and currencies and these formulas are related to earlier closely related results in the theories of money finance international trade

real exchange rate behaviour evidence from black markets the behaviour of real exchange rates relative to the us dollar is examined using monthly data obtained from the black markets for foreign exchange of eight asian developing countries the data span is 31 years the black market real exchange rates do not show excess volatility during the recent float which is in sharp contrast to the results reported elsewhere unit root tests in heterogeneous panels and variance ratio tests confirm their stationarity thus we find support for ppp but not for the survivorship bias froot and rogoff 1995 there is little evidence of segmented trends issues raised by rogoff 1996 of whether ppp would hold across countries with differing growth experience and lothian and taylor 1996 of whether the degree of relative price volatility may bias results in favour of mean reverting real exchange rates are addressed copyright 2000 john wiley sons ltd

purchasing power parity and unit root tests using panel data abstract this paper reports the results of unit root tests for real exchange rates using a panel framework this panel approach provides greatly improved power compared to conventional univariate time series unit root tests we obtain evidence supporting ppp over the recent flexible exchange rate period for g 6 and oecd countries we show explicitly that failure to find such evidence in previous research was due to the low power of the tests

real exchange rates in the short medium and long run abstract this paper uses long horizon autocorrelations and variance ratio statistics to test for long term mean reversion in real exchange rates unlike most previous tests of this hypothesis the tests do reject a random walk for monthly data in the post bretton woods era however the statistics indicate that positively correlated innovations rather than mean reversion are the source of the rejection tests using annual data for the twentieth century also reject the random walk in this case however the rejection can be attributed to mean reversion and confirms that ppp is a long term phenomenon

price discrimination by u s and german exporters the insensitivity of the u s trade balance to the sharp depreciation of the dollar in the past three years has revived interest in the relationship between exchange rates and the trade balance a central issue in most analyses of the relation between the current account and the exchange rate concerns the price adjustment process the simple integrated competitive market model predicts that local currency prices should change in proportion to the nominal exchange rate for a country too small to influence world prices the relationship between local currency import prices and exchange rates has been referred to as the pass through relationship in the empirical literature in international economics if the proportional relationship between import prices and exchange rates holds pass through is said to be complete accounts of recent u s experience cite the failure of dollar prices of imported goods to rise in proportion to exchange rates i e incomplete pass through as an important factor in explaining the persistence of the trade deficit unfortunately observations on pass through alone provide limited insight into the behavior of markets since incomplete pass through is consistent with at least two fundamentally different paradigms one is the standard competitive model of trade in which the law of one price holds but exchange rate fluctuations are associated with large changes in import demand due to other factors for example if dollar appreciation is correlated with increases in world demand and industry marginal cost is increasing then pass through will be less than complete the other is an imperfectly competitive model in which exporters are capable of price discriminating across destination markets a phenomenon paul krugman 1987 has labeled pricing to market in this model incomplete pass through is typically associated with fluctuations in the markup of price over marginal cost on exports 2 these fluctuations in markups are believed to be countryspecific they do not reflect the behavior of prices to other export destinations both models are plausible explanations of recent u s experience unfortunately it is impossible to distinguish between these competing models using only information on import prices and exchange rates for a single country in order to distinguish between the competing models an empirical analysis of goods prices and exchange rates must be capable of measuring either marginal cost or the markup over marginal cost either of these tasks poses formidable empirical problems much of the empirical literature in industrial organization has been concerned with precisely these issues since markups are an important measure of the competitiveness of industries

are real exchange rates nonstationary evidence from a panel data test it is well documented that real exchange rates between the united states and many industrialized countries in the post bretton woods period are integrated this result implies that purchasing power parity ppp does not hold even as a long run relationship this paper demonstrates that the failure to reject the unit root hypothesis may result from the low power of existing univariate test procedures i test for unit roots in real exchange rates by employing a more powerful panel based procedure using both cpi and wpi real dollar exchange rate data i strongly reject the null hypothesis of a unit root my results provide overwhelming support for the long run ppp under the current float copyright 1996 by ohio state university press

purchasing power parity as a long run relation dickey fuller and stock watson tests of purchasing power parity ppp as a long run proposition are provided within the cointegration framework proposed by granger since different countries use different weights to construct price indices the traditional constraint that the coefficients on the price indices should be unity in the log linear ppp relation is relaxed the absence of a general ppp relation cannot be rejected at most a ppp relation is indicated in five out of fifteen country pairs that are examined even if a long run ppp relation exists it is not found to be useful in predicting future nominal exchange rates which is consistent with efficient speculative markets

real exchange rate behavior the recent float from the perspective of the past two centuries using annual data spanning two centuries for dollar sterling and franc sterling real exchange rates we find strong evidence of mean reverting real exchange rate behavior using simple stationary autoregressive models estimated on prefloat data we easily outperform nonstationary real exchange rate models in dynamic forecasting exercises over the recent float such stationary univariate equations explain 60 80 percent of the in sample variation in real exchange rates although the degree of short run persistence may be high the econometric estimates imply a half life of shocks to the real exchange rate of about 6 years for dollar sterling and a little under 3 years for franc sterling

purchasing power parity in the long run a test of the dollar pound exchange rate 1890 1978 this paper tests the purchasing power parity ppp hypothesis by analyzing t he long run tendency of the dollar pound exchange rate using data sin ce 1890 two different models are considered 1 a na ive model and 2 a modified monetary model the conditions of propor tionality and symmetry cannot be rejected when using the naive model the final results using the monetary model however indicate that t he existence of permanent deviations from ppp cannot be ruled out copyright 1987 by ohio state university press

testing for absolute purchasing power parity abstract purchasing power parity ppp is an equilibrium condition equating the nominal exchange rate between two countries with the relative price of an identical bundle of goods in each country previous time series researchers use price indices to study ppp so they test relative ppp we use new data that measures price levels so we test absolute ppp price levels provide a test of absolute ppp because unlike price indices price levels do not contain a base period in which the nominal exchange rate equals the price ratio by construction we find support for absolute ppp

black and official exchange rates in morocco an analysis of their long run behaviour and short run dynamics 1974 1992 using vector error correction vec model estimation on monthly data from morocco for the period january 1974 to december 1992 this article tests the hypothesis that there is a long run stable relationship between the official and the black market exchange rates for us dollars we also examine the short run dynamics in the relationship between the two markets the econometric results indicate that the two exchange rates are cointegrated furthermore we reject weak exogeneity in the case of the official exchange rate but fail to reject it in the case of the black market rate granger causality tests show that the black market rate causes the official exchange rate the results seem to support the efficiency hypothesis suggesting that participants in the black market are able to anticipate changes in the official exchange rate the findings also suggest that morocco s decision in january 1993 to introduce only current account convertibility and keep controls on capital accounts was wise

are output fluctuations transitory according to the conventional view of the business cycle fluctuations in output represent temporary deviations from trend the purpose of this paper is to question this conventional view if fluctuations in output are dominated by temporary deviations from the natural rate of output then an unexpected change in output today should not substantially change one s forecast of output in say five or ten years our examination of quarterly postwar united states data leads us to be skeptical about this implication the data suggest that an unexpected change in real gnp of 1 percent should change one s forecast by over 1 percent over a long horizon

international evidence on persistence in output in the presence of an episodic change this paper uses some newly developed methods and techniques to examine the dynamic properties of international output in the presence of a structural break we provide statistical evidence to show that the unit root test results can in some cases be sensitive to whether a one time structural break in the data is modelled exogenously or endogenously however in most cases the unit root test results remain robust to specification of the structural break exogenously or endogenously moreover we find that the null hypothesis of a unit root in output can be rejected in favour of a flexible trend alternative for a number of countries such as canada denmark france and the united states

cointegration how short is the long run abstract when testing for cointegration and faced with short sample periods it is common for researchers to turn to more frequently sampled observations that is to move from annual to quarterly or monthly data in order to increase the number of observations we argue that such a gain in the degrees of freedom is more apparent than real essentially cointegration is a long run concept and hence requires long spans of data to give tests for cointegration much power rather than merely large numbers of observations using monte carlo simulations we demonstrate this for four popular tests for cointegration

the black market for foreign exchange an international comparison abstract the dornbusch et al 1983 model for the determination of the black market foreign exchange premium is modified and then estimated for 19 countries for various periods during 1970 1979 in which we identified the existence of a black market for foreign exchange the outstanding result is the almost total uniformity of the estimated coefficients of the explanatory variable expected profits from black market transactions and the small spread of the elasticities of the black market premium with respect to the expected profits and the real official exchange rate

long run purchasing power parity in the 1920s abstract this paper presents an empirical analysis of long run purchasing power parity ppp during the 1920s float using recently developed methodology on the cointegration of economic time series our results are generally supportive of ppp as a long run equilibrium condition on which exchange rates tended to converge over the period for dollar sterling however there is some evidence of a non stationary drift away from fundamentals during the last year or so before britain s return to the gold standard perhaps due to speculation our results also appear to reconcile some apparently conflicting evidence in the literature

searching for a break in gnp it has been suggested that existing estimates of the long run impact of a surprise move in income may have a substantial upward bias due to the presence of a trend break in postwar u s gross national product data this article shows that the statistical evidence does not warrant abandoning the no trend break null hypothesis a key part of the argument is that conventionally computed p values overstate the likelihood of the trend break alternative hypothesis this is because they do not take into account that in practice the date is chosen based on pretest examination of the data

real exchange rates under the gold standard purchasing power parity is one of the most important equilibrium conditions in international macroeconomics empirically it is also one of the most hotly contested numerous recent studies for example have sought to determine the validity of purchasing power parity using data from the post bretton woods float and have reached different conclusions we assert that most such studies are flawed for two reasons first the post 1973 data contain by definition only a very limited amount of the low frequency information relevant for examination of long run parity second the dynamic econometric techniques used to model deviations from parity are typically quite crude with respect to admissible low frequency dynamics both deficiencies are rectified in the present paper with dramatic results we construct a new data set of 16 real exchange rates covering more than a century of the classic gold standard period and we study deviations from parity using long memory models that allow for subtle forms of mean

multi country evidence on the behavior of purchasing power parity under the current float abstract using panel data for the united states and 22 other oecd countries for the current float this paper presents evidence that despite substantial short term perturbations purchasing power parity actually performed much better than commonly believed average rates of growth of real exchange rates over long horizons bear little relationship either to average rates of growth of nominal exchange rates or to average inflation differentials thus implying a close to one to one relation between average rates of growth of nominal exchange rates and average inflation differentials panel data variants of standard unit root tests suggest that the real exchange rates of these countries can be characterized as mean reverting

exchange rates and traded goods prices abstract this paper presents a partial equilibrium model of the determination of domestic and export prices by a monopolistic competitive firm the model stresses the role of exchange rate uncertainty and expectations the most important result of the analysis is that the stochastic properties of deviations from the law of one price are crucially affected by the currency of denomination of export prices using data on domestic and dollar export prices of japanese goods i find that deviations from the law of one price are due to exchange rate surprises but also to price staggering and ex ante price discrimination

a panel project on purchasing power parity mean reversion within and between countries abstract previous time series studies have shown evidence of mean reversion in real exchange rates deviations from purchasing power parity ppp appear to have half lives of approximately four years however the long samples required for statistical significance are unavailable for most currencies and are potentially inappropriate because of regime changes in this study we re examine deviations from ppp using a panel of 150 countries and 45 annual post wwii observations our panel shows strong evidence of mean reversion that is similar to that from long time series ppp deviations are eroded at a rate of approximately 15 annually i e their half life is around four years such findings can be masked in time series data but are relatively easy to find in cross sections

long run purchasing power parity during the recent float abstract this paper examines the relevance of long run purchasing power parity ppp which allows for measurement errors during the recent floating exchange rate period previous empirical studies generally fail to find support for long run ppp over this period in this paper in this paper the cointegration property of exchange rates and prices is examined using maximum likelihood procedure and we find significant evidence favorable to long run ppp further tests for symmetry and proportionality indicate that these two conditions are not generally with the data the results support the hypothesis of long run ppp with measurement errors in prices

nominal exchange rate regimes and the real exchange rate abstract two assumptions about the real exchange rate are common in the literature on international finance 1 the real exchange rate is a random walk 2 the time series properties of the real exchange rate depend on the nominal exchange rate regime this paper presents evidence that indicates that the random walk behavior of the real exchange rate is only a characteristic of the post world war ii period moreover our findings also suggest that what is crucial to the real exchange rate behavior is the particular historical period rather than the nominal exchange rate arrangement

optimal order display in limit order markets with liquidity competition abstract order display is associated with benefits and costs benefits arise from increased execution priority while costs are due to adverse market impact we analyze a structural model of optimal order placement that captures trade off between the costs and benefits of order display for a benchmark model of pure liquidity competition we give a closed form solution for optimal display sizes we show that competition in liquidity supply incentivizes the use of hidden orders to prevent losses due to over bidding thus because aggressive liquidity competition is more prevalent in liquid stocks our model predicts that the proportion of hidden liquidity is higher in liquid markets our theoretical considerations ares supported by an empirical analysis using high frequency order message data from nasdaq we find that there are no benefits in hiding orders in il liquid stocks whereas the performance gains can be significant in liquid stocks

persistence in foreign exchange rates abstract this study examines the long run behavior of seven daily nominal exchange rates using univariate and multivariate persistence measures our results indicate that for some currencies the long run behavior deviates from that of a pure random walk in certain periods the multivariate estimates reflect the effect of both the ems exchange rate mechanism and increased post louvre accord coordinated intervention a large portion of the effect of a shock in one currency on another currency s long run value can be attributed to contemporaneous effects on the other currencies

testing purchasing power parity under the null hypothesis of co integration this paper analyzes monthly data on the exchange rates and price indices of the eleven major industrial countries over the modern period of floating exchange rates it presents tests that are based upon the null hypothesis of cointegration the paper finds evidence that most country pairs not involving north american currencies have exchange rates and price indices that are cointegrated it estimates the error correction representation for the series that are cointegrated and it shows that the dynamic adjustment of the relationship between exchange rates and prices is accomplished almost entirely in the market for foreign exchange copyright 1991 by royal economic society

searching for stationarity purchasing power parity under the current float abstract using panel data methods we investigate long run purchasing power parity by testing for unit roots in real exchange rates of industrial countries under the current float the evidence against the unit root hypothesis is stronger for larger than for smaller panels for monthly than for quarterly data and when the german mark rather than the united states dollar is used as the base currency while we find that accounting for serial correlation considerably weakens the evidence against the unit root null the results as a whole are consistent with long run purchasing power parity

understanding the empirical literature on purchasing power parity the post bretton woods era abstract this paper argues that the empirical failure of statistical tests of ppp in post bretton woods data is largely due to the low power of the tests employed this result is demonstrated using monte carlo experiments on the size and power of different testing procedures a new procedure based on horvath and watson econometric theory 11 pp 984 1014 1995 has greater power than previous approaches using the horvath watson procedure we find moderate evidence in favor of ppp in the post bretton woods era

an empirical examination of long run purchasing power parity using cointegration techniques this paper presents an empirical analysis of long run purchasing power parity ppp for five major exchange rates using recently developed econometric techniques on the cointegration of economic time series our empirical results are extremely unfavourable to the ppp hypothesis as a long run equilibrium condition even with an allowance made for measurement error and or tranportation costs in particular we are unable to reject the hypothesis of non cointegration of the exchange rate and relative prices for any of the countries concerned far from finding a stable long run proportionality between exchange rates and relative prices our results therefore suggest that they tend to drift apart without bound

the internationalization of the curriculum this note reviews the results of four surveys related to the efforts of the aacsb to internationalize the curriculum of the business schools the first a survey of the 1071 participants in the 30 workshop seminars which have been organized by the aacsb showed that the workshops have been very beneficial for the participants and affected the courses they teach the second survey of all aacsb member schools showed that most of them plan to internationalize their curriculums by introducing an international dimension into the core courses but this raises the question of whether the faculty members are trained or prepared to do this the third survey found that only 64 out of 564 aacsb member schools have one or more exchange programs with foreign business schools and that only about 125 professors go overseas each year under the aegis of these programs finally a fourth survey of the 53 largest doctoral programs indicated that only 17 of the graduates of our doctoral programs study any international courses during their graduate masters and doctoral studies thus the next generation of faculty members will have difficulty in introducing any international content into the courses they teach