the long run relationship between nominal interest rates and inflation the fisher equation revisited stable url http links jstor org sici sici 0022 2879 28199602 2928 3a1 3c102 3atlrbni 3e2 0 co 3b2 2journal of money credit and banking is currently published by ohio state university press your use of the jstor archive indicates your acceptance of jstor s terms and conditions of use available athttp www jstor org about terms html jstor s terms and conditions of use provides in part that unless you have obtainedprior permission you may not download an entire issue of a journal or multiple copies of articles and you may use content inthe jstor archive only for your personal non commercial use please contact the publisher regarding any further use of this work publisher contact information may be obtained athttp www jstor org journals ohio press html each copy of any part of a jstor transmission must contain the same copyright notice that appears on the screen or printedpage of such transmission the jstor archive is a trusted digital repository providing for long term preservation and access to leading academicjournals and scholarly literature from around the world the archive is supported by libraries scholarly societies publishers and foundations it is an initiative of jstor a not for profit organization with a mission to help the scholarly community takeadvantage of advances in technology for more information regarding jstor please contact support jstor org http www jstor orgmon aug 27 13 58 08 2007

measuring inflation expectations a survey data approach expectations of inflation can be important determinants of actual inflation because they influence the process of wage bargaining price setting speculative buying and financial investing decisions englander and stone 1989 a central bank given its primary objective of price stability therefore takes a natural interest in inflationary expectations of economic agents in fact as illustrated by the theoretical work of e g kydland and prescott 1977 and barro and gordon 1983 inflationary expectations of the public are an important factor determining the success of the central bank in achieving its policy goal measures of inflation expectations can be used for monetary policy purposes for example as information variables in the sense defiined by friedman 1993 or as intermediate targets in the so called direct inflation targeting strategy svensson 1996 fuhrer 1997

the econometrics of the environmental kuznets curve an illustration using australian co2 emissions four econometric issues associated with the estimation and testing of the environmental kuznets curve ekc are considered i model specification with respect to the order of the polynomial ii

interest rate volatility and home mortgage loans the us economy has experienced substantial fluctuations in real and nominal interest rates since the 1970s this article investigates empirically the relationship between home mortgage loans and volatility in mortgage rates for the period 1971 02 to 2003 03 contrary to common wisdom we find a positive relationship between mortgage rate volatility and home mortgage loans further investigation indicates that this is due to volatility in the bond market in times of high interest volatility households disinvest in government securities and invest in real assets which yields a positive relationship between mortgage rate volatility and home mortgage loans

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

asset stock accumulation and sustainability of competitive advantage given incomplete factor markets appropriate time paths of flow variables must be chosen to build required stocks of assets that is critical resources are accumulated rather than acquired in strategic factor markets barney barney j 1986 strategic factor markets expectations luck and business strategy management sci october 1231 1241 sustainability of a firm s asset position hinges on how easily assets can be substituted or imitated imitability is linked to the characteristics of the asset accumulation process time compression diseconomies asset mass efficiencies inter connectedness asset erosion and causal ambiguity

can the markov switching model forecast exchange rates abstract a markov swirching model is fit for 18 exchange rates at quarterly frequencies the model fits well in sample for many exchange rates by the mean squared error criterion the markov model does not generate superior forecasts to a random walk or the forward rate there appears to ne some evidence that the forecasts of the markov model are superior at predicting the direction of change of the exchange rate

can information heterogeneity explain the exchange rate determination puzzle empirical evidence shows that most exchange rate volatility at short to medium horizons is related to order flow and not to macroeconomic variables we introduce symmetric information dispersion about future macroeconomic fundamentals in a dynamic rational expectations model in order to explain these stylized facts consistent with the evidence the model implies that a observed fundamentals account for little of exchange rate volatility in the short to medium run b over long horizons the exchange rate is closely related to observed fundamentals c exchange rate changes are a weak predictor of future fundamentals and d the exchange rate is closely related to order flow

the effects of oil price shocks on the iranian economy abstract the iranian economy is highly vulnerable to oil price fluctuations this paper analyzes the dynamic relationship between oil price shocks and major macroeconomic variables in iran by applying a var approach the study points out the asymmetric effects of oil price shocks for instance positive as well as negative oil price shocks significantly increase inflation we find a strong positive relationship between positive oil price changes and industrial output growth unexpectedly we can only identify a marginal impact of oil price fluctuations on real government expenditures furthermore we observe the dutch disease syndrome through significant real effective exchange rate appreciation

long memory in foreign exchange rates using the geweke porter hudak test we find evidence of long memory in exchange rate data this implies that the empirical evidence of unit roots in exchange rates may not be robust to long memory alternatives fractionally integrated autoregressive moving average arfima models are estimated by both the time domain exact maximum likelihood ml method and the frequency domain approximate ml method impulse response functions and forecasts based on these estimated arfima models are evaluated to gain insight into the long memory characteristics of exchange rates some tentative explanations of the long memory found in the exchange rates are discussed

are our feers justified the fundamental equilibrium exchange rate feer method of calculating an equilibrium real exchange rate is the most widely used alternative to ppp this paper presents the first comprehensive historical test of feer calculations for six major economies using estimates for the last 20 years we focus on unit root and cointegration techniques both at the individual country level and jointly using panel based estimation specifically we test whether real exchange rates cointegrate with time series for the feer even at an individual country level the results provide support for the feer particularly in canada the uk and germany panel unit root tests suggest that the real exchange rate and feer cointegrate overall the results suggest that the feer approach represents an improvement over ppp in explaining medium to long term trends in the real exchange rates of the major industrialised countries

currency fluctuations in the post bretton woods era the international monetary landscape that has emerged since the felling of bretton woods is characterized by a hybrid exchange rate system that lies somewhere between the textbook polar cases of a gold standard and a pure float this system has relatively flexible exchange rates between major countries active central bank intervention in the market for the major currencies and predominantly fixed exchange rates relative to the dollar or to some basket of currencies for less developed countries and newly industrializing nations the majority of research on currency markets since the early 1970s has focused on the characteristics of flexible exchange rates under this hybrid regime my thesis is that this research has been unsuccessful the proportion of monthly or quarterly exchange rate changes that current models can explain is essentially zero even after the fact forecasts that use actual values instead of forecasted values of the explanatory variables cannot explain major currency movements over the post bretton woods era this result is quite surprising since exchange rate changes would be entirely unpredictable only in very special cases of the theoretical models discussed as the discussion below will argue it is not a general implication of market efficiency that exchange rates follow a random walk process 1

the failure of the monetary model of exchange rate determination in this paper we test three popular versions of the monetary model flexible price forward looking and real interest differential models for the oecd member countries by applying johansen cointegration technique based on country by country analysis we conclude that monetary models do not provide the expected results we reveal several shortcomings of the models and examine the building blocks of the fundamental version although researchers always blame the deviations from purchasing power parity as the reason for the failure of the monetary model our analysis indicates that invalidity of keynesian money demand function is also responsible for unfavourable results

integration cointegration and the forecast consistency of structural exchange rate models abstract we propose an alternative set of criteria for evaluating forecast rationality the forecast and the actual series 1 have the same order of integration 2 are cointegrated and 3 have a cointegrating vector consistent with long run unitary elasticity of expectations we denote forecasts that meet these criteria as consistent forecasts generated from monetary models generally pass 1 however using the johansen procedure cointegration fails to hold the longer the horizon of the cointegrated pairs 3 is not generally rejected using the horvath watson procedure imposing the unitary coefficient restriction we find fewer instances of consistency although a higher proportion of the cases of consistency are found at the longer horizons

mortgage product diversity responding to consumer demand or protecting lender profit an asymmetric panel analysis abstractthis article explores determinants of mortgage product diversity for owner occupied and investment loans in the australian housing mortgage market from 2001 to 2012 65 lenders introduced 1220 mortgage products in australia we examine whether the product proliferation was a result of consumer demand or a response to pressure to lower lending rates we find that consumer demand for mortgages does not have a significant relationship with the number of mortgage products but that decreases in the policy interest rate are highly significant as an explanatory variable for product proliferation such behaviour is consistent with information obfuscation reducing the ease with which consumers can compare lending rates further the relationship between mortgage products offered and the policy interest rate is asymmetric decreases in the cash rate are associated with increased mortgage products offered but increases in the cash rate have a more muted effect on decreasing the number of products

volatility dependence and contagion in emerging equity markets abstract in this paper we use weekly stock market data for a group of latin american countries to analyze the behavior of volatility through time we are particularly interested in understanding whether periods of high volatility are correlated across countries the analysis uses both on univariate and bivariate switching volatility models our results do not rely on the correlation coefficients but on the co dependence of volatility regimes the results indicate that high volatility episodes are in general short lived lasting from 2 to 12 weeks we find strong evidence of volatility co movements across countries especially among the mercosur countries

the demand for m1 in the u s a 1960 1988 estimated u s m1 demand functions appear unstable regularly breaking down over 1960 1988 e g missing money great velocity decline m1 explosion we propose a money demand function whose arguments include inflation real income long term bond yield and risk t bill interest rates and learning curve weighted yields on newly introduced instruments in m1 and non transactions m2 the model is estimated in dynamic error correction form it is constant and with an equation standard error of 0 4 variance dominates most previous models estimating alternative specifications explains earlier breakdowns showing the model s distinctive features to be important in accounting for the data

the effects of real exchange rate risk on international trade abstract by assuming real profit maximization and uncertain prices as well as exchange rates we conclude that it is uncertain percentage changes in the real exchange rate that are risky in international trade empirical estimation of fourteen bilateral trade flows among industrialized countries finds a significant negative effect on trade quantity from such risk in a number of these cases the expectation variable has a positive effect in a larger number of cases significant price effects from the expectation variable are fewer and from risk are negligible

long run income and interest elasticities of money demand in the united states econometric techniques designed to accommodate nonstationary data are used to reexamine the stability of interest and income elasticities of money demand in the united states estimates based on postwar monthly data reveal a stable relationship between m1 velocity and various measures of interest rates that proxy the opportunity cost of holding money balances tests for the existence of cointegration and methods used to estimate the income and interest elasticities are based on procedures prescribed by soren johansen 1988 corresponding error correction estimates offer insight as to the dynamics of the process that maintains the equilibrium relation between velocity and interest rates copyright 1991 by mit press

on the consistency of short run and long run exchange rate expectations abstract this paper examines whether short term exchange rate expectations overreact by comparing them with long term expectations we develop a set of nonlinear restrictions linking expectations at different forecast horizons the restrictions impose consistency a property weaker than rationality we use exchange rate survey data to measure expectations and then test whether consistency holds the data show that a current positive exchange rate shock leads investors to expect a higher long run future spot rate when iterating forward their short term expectations than when thinking directly about the long run in this sense short horizon expectations may overreact to current exchange rate changes

why is it so difficult to outperform the random walk in exchange rate forecasting a simulation exercise is used to demonstrate the difficulty to outperform the random walk in exchange rate forecasting if forecasting accuracy is judged by the root mean square error rmse or similar criteria that depend on the magnitude of the forecasting error it is shown that as the exchange rate volatility rises the rmse of the model rises faster than that of the random walk while the literature considers this finding to be a puzzle that casts a big shadow of doubt on the soundness of international monetary economics the results show that failure to outperform the random walk in both in sample and out of sample forecasting should be the rule rather than the exception however the results do not imply that the random walk is unbeatable because it can be easily outperformed if forecasting accuracy is judged according to criteria such as direction accuracy and profitability

staging of venture capital investment a real options analysis this paper uses contingent claims analysis to investigate the staging decision of venture capitalist vc in a principal agent framework venture capital investment opportunities are modeled as real options with multiple volatilities and the entrepreneur s incentive is assumed to maximize the probability of getting funded in the next financing round two celebrated formulae in the option pricing literature are generalized to evaluate these real options we find that staging not only gives the vc a waiting option but also mitigates the agency problem of the entrepreneur undertaking too conservative activities moreover we find that the vc tends to stage her investment when the expected growth rate of the venture s market value is lower however the risk free interest rate is not an important factor in the staging decision our model also provides a good explanation for existing empirical evidence on the staging of venture capital investment

macroeconomic uncertainty cultural traits and entrepreneurship the relationship between macroeconomic uncertainty and entrepreneurial activities has been the subject of intense debate among researchers however existing empirical studies report mixed findings

error correction modelling and dynamic specifications as a conduit to outperforming the random walk in exchange rate forecasting the proposition that dynamic exchange rate models can outperform the random walk in out of sample forecasting in the sense that they produce lower mean square errors is examined and disputed by using several dynamic versions of three macroeconomic exchange rate models it is demonstrated that dynamic specifications outperform the corresponding static models but improvement in the forecasting power may not be sufficient for the dynamic models to perform better than the random walk the results are explained by suggesting that any dynamic specification or transformation of the static model leads to the introduction of a lagged dependent variable which in effect is a random walk component the analysis leads to the conclusion that it is implausible to aim at beating the random walk by augmenting a static model with a random walk component

oil price shocks and agricultural commodity prices abstract while the impacts of oil price changes on agricultural commodity markets are of great interest to economists previous studies do not differentiate oil specific shocks from aggregate demand shocks in this paper we address this issue using a structural var analysis our findings indicate that the responses of agricultural commodity prices to oil price changes depend greatly on whether they are caused oil supply shocks aggregate demand shocks or other oil specific shocks mainly driven by precautionary demand oil shocks can explain a minor friction of agricultural commodity price variations before the food crisis in 2006 2008 whereas in post crisis period their explanatory abilities become much higher after crisis the contributions of oil specific factors to variations in agricultural commodity prices are greater than those of aggregate demand shocks the results from an alternative svar confirm the robustness of our main findings

oil price shocks and stock markets in the u s and 13 european countries abstract oil price shocks have a statistically significant impact on real stock returns contemporaneously and or within the following month in the u s and 13 european countries over 1986 1 2005 12 norway as an oil exporter shows a statistically significantly positive response of real stock returns to an oil price increase the median result from variance decomposition analysis is that oil price shocks account for a statistically significant 6 of the volatility in real stock returns for many european countries but not for the u s increased volatility of oil prices significantly depresses real stock returns the contribution of oil price shocks to variability in real stock returns in the u s and most other countries is greater than that of interest rate an increase in real oil price is associated with a significant increase in the short term interest rate in the u s and eight out of 13 european countries within one or two months counter to findings for the u s and for norway there is little evidence of asymmetric effects on real stock returns of positive and negative oil price shocks for oil importing european countries

expectation formation in the foreign exchange market a time varying heterogeneity approach using survey data using consensus economics survey data on jpy usd and gbp usd exchange rate expectations for the 3 and 12 month horizons over the period november 1989 december 2012 we first show that expectations fail the conventional tests of unbiasedness and do not exhibit a learning process towards rationality our approach is consistent with the economically rational expectations theory feige and pearce 1976 which states that information costs and agents aversion to misestimating future exchange rates determine the optimal amounts of information on which they base their expectations the time variability of the cost aversion ratios justifies at the aggregate level a representation of expectations as a linear combination of the traditional extrapolative adaptive and regressive processes augmented by a forward market component whose parameters are allowed to change over time this mixed expectation model with unstable heterogeneity is validated by our kalman filter estimation results for the two currencies and

power law distributions in entrepreneurship implications for theory and research a long held assumption in entrepreneurship research is that normal i e gaussian distributions characterize variables of interest for both theory and practice we challenge this assumption by examining more than 12 000 nascent young and hyper growth firms results reveal that variables which play central roles in resource cognition action and environment based entrepreneurship theories exhibit highly skewed power law distributions where a few outliers account for a disproportionate amount of the distribution s total output our results call for the development of new theory to explain and predict the mechanisms that generate these distributions and the outliers therein we offer a research agenda including a description of non traditional methodological approaches to answer this call

measuring and analysing the effects of short term volatility in real exchange rates this paper examines short term volatility in the real effective exchange rates of industrial countries and its impact on their imports it yields three conclusions first volatility has not diminished as markets have gained experience with floating exchange rates the trend appears to be in the opposite direction for some countries second exposure to short term volatility has differed among countries japan and sweden have experienced much more than most other industrial countries third volatility appears to depress the volume of international trade this third finding is consistent with results reported by cushman and by akhtar and hilton and challenges earlier findings by hooper and kohlhagen

why is it so difficult to outperform the random walk an application of the meese rogoff puzzle to stock prices some economists suggest that the meese rogoff puzzle is equally applicable to the stock market in the sense that no model of stock prices can outperform the random walk in out of sample forecasting we argue that this is not a puzzle and that we should expect nothing but this result if forecasting accuracy is measured by the root mean square error rmse and similar metrics that take into account the magnitude of the forecasting error only we demonstrate by using two models for dividend paying and nondividend paying stocks that as price volatility rises the rmse of the random walk rises but the rmse of the model rises even more rapidly making it unlikely for the model to outperform the random walk

energy consumption employment output and temporal causality evidence from taiwan based on cointegration and error correction modelling techniques in this study a cointegration analysis and a vector autoregressive model var are used to examine the causal relationships among energy consumption employment and output for taiwan over the period january 1982 to november 1997 johansen 1988 and johansen and juselius 1990 cointegration test result indicates these three variables are cointegrated with one cointegrating vector the results from granger causality tests based on vector error correction models vecm suggest bidirectional grange causality for employment output and employment energy consumption but only unidirectional causality running from energy consumption to output furthermore the impulse responses and variance decompositions are also incorporated into the analysis the results from impulsive response and variance decomposition analysis tell similar stories energy consumption appears to have led to output growth in taiwan over this period the policy implication of this finding is that energy conservation will restrain the outpu

rationality of survey data and tests for market efficiency in the foreign exchange markets abstract this paper tests the rational expectations hypothesis reh and the market efficiency hypothesis meh in the foreign exchange markets using survey data on expectations our results show that the spot exchange rates expected exchange rates and the forward rates all follow a random walk process hence the cointegration theory is employed to test the reh and meh all the test statistics support the reh but fail to support the meh we use survey data on expectations to identify the causes behind this failure of the meh jel f31 g14

an essay on the origins of entrepreneurial opportunity in this article we apply a process of logical inference to draw conclusions about the origins of entrepreneurial opportunity from existing conversations in the field of strategic management we equate the execution of a competitive strategy as described in the strategic management literature to the exploitation of an entrepreneurial opportunity as described in the entrepreneurship literature given this assumption we survey five extant theories of strategy in an attempt to categorize and describe the circumstances that define how and with what consequence entrepreneurial opportunity exploitation results in future opportunity given this review we characterize the outcomes of strategy execution as a function of the match between strategy and environment in an effort to extend and refine holcombe s holcombe randall 2003 review of austrian economics16 1 25 43 position that entrepreneurial opportunity is born of prior entrepreneurial action let your hook always be cast in the pool where you least expect it there will be a fish ovid a d 17

an economic evaluation of empirical exchange rate models this paper provides a comprehensive evaluation of the short horizon predictive ability of economic fundamentals and forward premiums on monthly exchange rate returns in a framework that allows for volatility timing we implement bayesian methods for estimation and ranking of a set of empirical exchange rate models and construct combined forecasts based on bayesian model averaging more importantly we assess the economic value of the in sample and out of sample forecasting power of the empirical models and find two key results 1 a risk averse investor will pay a high performance fee to switch from a dynamic portfolio strategy based on the random walk model to one that conditions on the forward premium with stochastic volatility innovations and 2 strategies based on combined forecasts yield large economic gains over the random walk benchmark these two results are robust to reasonably high transaction costs

predicting inflation does the quantity theory help i introduction inflation forecasting has played a key role in recent u s monetary policy and this has led to a renewed search for variables that serve as good indicators of future inflation one frequently used indicator based on the phillips curve is the unemployment rate or a similar measure of the output gap as in gerlach and svensson 2003 clark and mccracken 2003 mankiw 2001 and gali and gertler 1999 the phillips curve is believed by many to be the preferred tool for forecasting inflation see e g mankiw 2001 stock and watson 1999a blinder 1997 though as argued by sargent 1999 its use in formulating monetary policy is not without controversy another approach based on the quantity theory of money uses monetary aggregates to predict inflation despite the strong theoretical motivation for this approach though there is little evidence that measures of the nominal money supply are useful for predicting inflation relative to a conventional unemployment rate phillips curve model see stock and watson 1999a for a detailed analysis of the forecast performance of popular inflation indicators stock and watson s results indicate that even simple univariate time series models generally forecast about as well as models that include measures of the money supply so that it is hard to make the case that nominal money supply data have any predictive content for inflation 1 this article evaluates inflation forecasts made by models that allow for prices money and output to be cointegrated and in the process reexamines the question of whether monetary aggregates have marginal predictive content for inflation our work is motivated in part by economic theory as the presence of a cointegrating relationship among the series we look at corresponds to an implicit assumption that prices the money supply and output hang together in the long run an implicit feature of most analyses based on the quantity theory from a statistical point of view a system with cointegrated regressors does not have a finite order vector autoregressive var representation so that a var in differences will be misspecified and may not forecast well regardless of the relevance of the included variables our analysis is therefore focused on the questions are there gains in terms of forecast accuracy from imposing the restriction that prices money and output are cointegrated does it matter whether cointegrating restrictions are imposed a priori based on economic theory or can they be estimated and do models imposing cointegration among prices money and output forecast inflation as well as the phillips curve and other alternative models the econometric framework that we employ is similar to that of stock and watson 1999a but differs from theirs in two ways first stock and watson 1999a consider one year horizon inflation forecasts whereas we consider forecast horizons of up to five years this is potentially important in our context as we include versions of the quantity theory of money in our analysis a theory that arguably may not yield substantive gains to forecasting in the short run additionally future inflation at many horizons is in general of interest to policy makers even if the weight attached to inflation at different horizons is a matter of individual preference so that long run predictions are only unuseful if and when they fail to have marginal predictive content for inflation 2 a second difference between our work and that of stock and watson 1999a is that some of our models differ from theirs including those that impose quantity theory based cointegrating restrictions for example in these types of models we 1 impose a cointegration restriction derived from the assumption of stationary velocity and 2 estimate cointegrating restrictions we also examine a fairly broad variety of linear models including simple autoregressive ar models in levels and differences conventional unemployment rate phillips curve models and var models in levels and differences with money prices and output

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

banking on currency forecasts how predictable is change in money abstract the paper examines the predictive performance of four structural exchange rate models using both parametric and nonparametric techniques error correction versions of the models are fit so that plausible long run elasticities can be imposed on the fundamental variables of each model a variety of model evaluation statistics are reported our findings confirm that fundamental exchange rate models forecast no better than a random walk model for short term prediction horizons for longer horizons error correction terms can explain exchange rate movements significantly better than a no change forecast for a subset of the models and currencies we consider

fixed versus flexible lessons from ems order flow abstract we extend the literature on regime dependent volatility in two ways first our microstructural model provides a qualitatively new explanation second we test implications of our model using europe s recent shift to rigidly fixed rates ems to emu in the model shocks to order flow induce more volatility under flexible rates because the elasticity of speculative demand is endogenously low leading to pronounced portfolio balance effects new data on ff dm transactions show that order flow had persistent effects on the exchange rate before emu parities were announced after announcement the ff dm rate was decoupled from order flow as the model predicts

the stability of long run money demand in five industrial countries abstract this study provides strong evidence for the stability of long run demand functions for narrowly defined money m1 in five industrial countries u s japan canada u k and west germany using post war quarterly data evidence of stability is examined using two different estimation techniques and through a formal test of parameter constancy designed specifically for cointegrating vectors in the majority of these countries the key to stability is the imposition of a unitary long run income elasticity that is rarely rejected by the data

does exchange rate stability increase trade and welfare we develop a simple general equilibrium framework to study the effect of the exchange rate system on trade and welfare an important feature of the model is deviations from purchasing power parity caused by rigid price setting in buyers currency we find the following first exchange rate stability is not necessarily associated with more trade in a simple benchmark model with separable preferences and only monetary shocks trade is unaffected by the exchange rate system consistent with most evidence second both trade and welfare can be higher under either exchange rate system depending on preferences and on the monetary policy rules followed under each system finally in general there is no one to one relationship between the levels of trade and welfare across exchange rate systems

cointegration as an explanation for the meese rogoff puzzle abstractsome economists suggest that the failure of exchange rate models to outperform the random walk in exchange rate forecasting out of sample can be attributed to failure to take into account cointegration when it is present we attempt to find out if cointegration matters for forecasting accuracy by examining the relation between the stationarity and size of the forecasting error results based on three macroeconomic models of exchange rates do not provide strong support for the proposition that cointegration matters for forecasting accuracy the simulation results show that while stationary errors tend to be smaller than non stationary errors this is not a universal rule irrespective of the presence or absence of cointegration none of the three models can outperform the random walk in out of sample forecasting which means that cointegration cannot solve the meese rogoff puzzle

forecasting in cointegrated systems we consider the implications for forecast accuracy of imposing unit roots and cointegrating restrictions in linear systems of i 1 variables in levels differences and cointegrated combinations asymptotic formulae are obtained for multi step forecast error variances for each representation alternative measures of forecast accuracy are discussed finite sample behaviour in a bivariate model is studied by monte carlo using control variables we also analyse the interaction between unit roots and cointegrating restrictions and intercepts in the dgp some of the issues are illustrated with an empirical example of forecasting the demand for m1 in the uk

the monetary model of the exchange rate long run relationships short run dynamics and how to beat a random walk abstract the monetary model is re examined for the sterling dollar exchange rate first it is demonstrated using a multivariate cointegration technique that an unrestricted monetary model is a valid framework for analyzing the long run exchange rate second we find once proper account has been taken of the short run data dynamics that an unrestricted monetary model outperforms the random walk and other models in an out of sample forecasting contest jel f31

assessing forecast performance in a cointegrated system this paper examines the forecast performance of a cointegrated system relative to the forecast performance of a comparable var that fails to recognize that the system is characterized by cointegration the cointegrated system we examine is composed of three vectors a money demand representation a fisher equation and a risk premium captured by an interest rate differential the forecasts produced by the vector error correction model vecm associated with this system are compared with those obtained from a corresponding differenced vector autoregression dvar as well as a vector autoregression based upon the levels of the data lvar forecast evaluation is conducted using both the full system criterion proposed by clements and hendry 1993 and by comparing forecast performance for specific variables overall our findings suggest that selective forecast performance improvement especially at long forecast horizons may be observed by incorporating knowledge of cointegration rank our general conclusion is that when the advantage of incorporating cointegration appears it is generally at longer forecast horizons this is consistent with the predictions of engle and yoo 1987 but we also find consistent with clements and hendry 1995 that relative gain in forecast performance clearly depends upon the chosen data transformation

meese rogoff redux micro based exchange rate forecasting meese rogoff redux micro based exchange rate forecasting by martin d d evans and richard k lyons this paper compares the true ex ante fore casting performance of a micro based model against both a standard macro model and a random walk in contrast to existing literature which is focused on longer horizon forecasting we examine forecasting over horizons from one day to one month the one month horizon being where micro and macro analysis begin to over lap over our three year forecasting sample we find that the micro based model consistently outperforms both the random walk and the macro model micro based forecasts account for almost 16 percent of the sample variance in monthly spot rate changes these results pro vide a level of empirical validation as yet unat tained by other models the forecasting experiment proposed by richard meese and kenneth rogoff 1983 re mains a benchmark against which exchange rate models are judged their result that structural macro models cannot outperform a naive random walk has proved robust over the decades yet the meese rogoff paper was never about forecasting in the true sense i e using tirrie f information to forecast exchange rates at t 1 b y using concurrent realized values of the forcing variables their regressions were more about concurrent explanation than about ex ante forecasting their only forecast ing element is in their reliance on ex ante data to estimate equation parameters which appro priately penalized models whose estimated pa rameters were unstable tion for the random walk nature of exchange rates is that there exists some unobserved fun damental that itself follows a random walk un observed being important because fundamentals proposed in most macro models do not follow random walks they offer a different explana tion one rooted in the asset approach to ex change rates and the present value relation that follows from it specifically they show that i f fundamentals are 1 1 but not necessarily ran dom walks then as the discount factor in the present value relation approaches 1 the ex change rate will follow a process arbitrarily close to a random walk intuitively given that an 1 1 process can be split into random walk and stationary components a discount factor near 1 means that most all of the weight is placed on fundamentals far into the future ex pectations of which are dominated by the random walk component charles engel and kenneth west 2004 2005 provide a valuable perspective on the forecastability of exchange rates one explana this paper takes the analysis of engel and west as an important reorientation of thinking and brings it to the natural next step specifi cally if there is little room for forecasting based on stationary components of fundamentals then one needs to focus on where all the action is namely exchange rate dynamics that come from expectational surprises though the sur prise part is by definition orthogonal to public information our micro based model shows that there should exist types of nonpublic infor mation that are useful for forecasting this part and where to look for these types of informa tion we then locate data on these types of nonpublic information and test whether they have true ex ante forecasting power we should evans department of economics georgetown uni versity washington dc 20057 and nber lyons haas school of business university of california berkeley c a 94720 1900 and nber we are grateful to ken west for his comments and to the national science foundation for financial support we refrain from using the word news because it has too strong an association with macro information that is public which even in the most careful of event studies explains less than 5 percent of exchange rate variation in total see torben andersen et al 2003