Forecasting errors, directional accuracy and profitability of currency trading: The case of EUR/USD exchange rate

We provide a comprehensive study of out-of-sample forecasts for the EUR/USD exchange rate based on multivariate macroeconomic models and forecast combinations. We use profit maximization measures based on directional accuracy and trading strategies in addition to standard loss minimization measures. When comparing predictive accuracy and profit measures, data snooping bias free tests are used. The results indicate that forecast combinations, in particular those based on principal components of forecasts, help to improve over benchmark trading strategies, although the excess return per unit of deviation is limited.

Volatility transmission between stock and exchange-rate markets: A connectedness analysis

This paper empirically investigates volatility transmission among stock and foreign exchange markets in seven major world economies during the period July 1988 to January 2015. To this end, we first perform a static and dynamic analysis to measure the total volatility connectedness in the entire period (the system-wide approach) using a framework recently proposed by Diebold and Yilmaz (2014). Second, we make use of a dynamic analysis to evaluate the net directional connectedness for each market. To gain further insights, we examine the time-varying behaviour of net pair-wise directional connectedness during the financial turmoil periods experienced in the sample period Our results suggest that slightly more than half of the total variance of the forecast errors is explained by shocks across markets rather than by idiosyncratic shocks. Furthermore, we find that volatility connectedness varies over time, with a surge during periods of increasing economic and financial instability.

Measuring persistence in nominal exchange rate: Implications for Angola’s entrepreneurship and business development

The purpose of this paper is to measure the degree of persistence in the Kwanza to US Dollar exchange rate. First, our results indicate that nominal exchange rates both in levels and in first differences are I(0), thus implying that the relative purchasing power parity hypothesis for Angola is not rejected. Secondly, we find a significant degree of persistence in both the formal and informal nominal exchange rates. Thirdly, the degree of persistence in the official market is significantly lower than in the formal market, while In first differences, persistence in the official exchange rate is substantially higher than in the informal exchange rate. Lastly, we could not find strong evidence that persistence has changed in levels throughout the sample period. By contrast, there is significant evidence that persistence in first differences has consistently increased after September 2003. These results have important policy implications as the National Bank of Angola is preparing to change its monetary and exchange-rate policy focus to a more inflation-targeting regime and to a more a flexible (or low-managed) exchange-rate regime.

Serotonin selectively modulates reward value in human decision-making.

Establishing a function for the neuromodulator serotonin in human decision-making has proved remarkably difficult because if its complex role in reward and punishment processing. In a novel choice task where actions led concurrently and independently to the stochastic delivery of both money and pain, we studied the impact of decreased brain serotonin induced by acute dietary tryptophan depletion. Depletion selectively impaired both behavioral and neural representations of reward outcome value, and hence the effective exchange rate by which rewards and punishments were compared. This effect was computationally and anatomically distinct from a separate effect on increasing outcome-independent choice perseveration. Our results provide evidence for a surprising role for serotonin in reward processing, while illustrating its complex and multifarious effects.

Compositional effects on productivity, labour cost and export adjustments. Bruegel Policy Contribution 2012/11, June 2012

Sectoral shifts, such as shrinkage of low labour productivity and the low-wage construction sector, can lead to apparent increased aggregate average labour productivity and average wages, especially when capital intensity differs across sectors. For 11 main sectors and 13 manufacturing sub-sectors, we quantify the compositional effects on productivity, wages and unit labour costs (ULCs) based and real effective exchange rates (REER), for 24 EU countries. Compositional effects are greatest in Ireland, where the pharmaceutical sector drives the growth of output and productivity, but other sectors have suffered greatly and have not yet recovered. Our new ULC-REER measurements, which are free from compositional effects, correlate well with export performance. Among the countries facing the most severe external adjustment challenges, Lithuania, Portugal and Ireland have been the most successful based on five indicators, and Latvia, Estonia and Greece the least successful. There is evidence of downward wage flexibility in some countries, but wage cuts have corrected just a small fraction of pre-crisis wage rises and came with massive reductions in employment even in the business sector excluding construction and real estate, highlighting the difficulty of adjusting wages downward.

The effects of government deficit on equilibrium real exchange rates and stock prices

This paper studies the effect of government deficits on equilibrium real exchange rates and stock prices. The theoretical part modifies a two-country cash-in-advance model like used in Lucas(1982) and Sargent(1987) in order to accommodate an exchange rate market and a government that pursues fiscal and monetary policy targets. The implied result is that unanticipated shocks in government deficits raise expectations of both taxes and inflation and, therefore, are associated with real exchange rate devaluations and lower stock prices. This finding is strongly supported by empirical evidence for a group of 19 countries, representing 76% of world production

Notes on cyclical tendency to the overvaluation of the real

This note addresses the question “To what extent financial regulation in Brazil was effective in neutralizing the tendency to the overvaluation of the exchange rate in Brazil since the 1994 Real Plan?” Aiming at answering this question, this note is organized as follows: after this short introduction, we briefly describe the Brazilian exchange rate behavior after the Real Plan, emphasizing its key role in keeping prices stable. In section 3, the recent measures adopted by the Brazilian Central Bank (BCB) aiming at avoiding the overvaluation of real will be summarized. In section 4, we argue in favor of a new policy mix that could avoid overvaluation of the currency. Finally, some issues will be raised in order to effectively neutralize the overvaluation of real.

Equilibrium real exchange rates, misalignment and competitiveness in the Southern Cone

Includes bibliography

Efficient Unit Root Tests of real Exchange Rates in the Post-Bretton Woods Era

We apply the efficient unit-roots tests of Elliott, Rothenberg, and Stock (1996), and Elliott (1998) to twenty-one real exchange rates using monthly data of the G-7 countries from the post-Bretton Woods floating exchange rate period. Our results indicate that, for eighteen out of the twenty-one real exchange rates, the null hypothesis of a unit root can be rejected at the 10% significance level or better using the Elliot et al (1996) DF-GLS test. The unit-root null hypothesis is also rejected for one additional real exchange rate when we allow for one endogenously determined break in the time series of the real exchange rate as in Perron (1997). In all, we find favorable evidence to support long-run purchasing power parity in nineteen out of twenty-one real exchange rates. Second, we find no strong evidence to suggest that the use of non-U.S. dollar-based real exchange rates tend to produce more favorable result for long-run PPP than the use of U.S. dollar-based real exchange rates as Lothian (1998) has concluded.

Cost-effective biodiversity restoration with uncertain growth in forest habitat quality

This paper develops a dynamic model for cost-effective selection of sites for restoring biodiversity when habitat quality develops over time and is uncertain. A safety-first decision criterion is used for ensuring a minimum level of habitats, and this is formulated in a chance-constrained programming framework. The theoretical results show; (i) inclusion of quality growth reduces overall cost for achieving a future biodiversity target from relatively early establishment of habitats, but (ii) consideration of uncertainty in growth increases total cost and delays establishment, and (iii) cost-effective trading of habitat requires exchange rate between sites that varies over time. An empirical application to the red listed umbrella species - white-backed woodpecker - shows that the total cost of achieving habitat targets specified in the Swedish recovery plan is doubled if the target is to be achieved with high reliability, and that equilibrating price on a habitat trading market differs considerably between different quality growth combinations. © 2013 Elsevier GmbH.

Studies on the international effects of real shocks

This doctoral thesis addresses the macroeconomic effects of real shocks in open economies in flexible exchange rate regimes. The first study of this thesis analyses the welfare effects of fiscal policy in a small open economy, where private and government consumption are substitutes in terms of private utility. The main findings are as follows: fiscal policy raises output, bringing it closer to its efficient level, but is not welfare-improving even though government spending directly affects private utility. The main reason for this is that the introduction of useful government spending implies a larger crowding-out effect on private consumption, when compared with the `pure waste' case. Utility decreases since one unit of government consumption yields less utility than one unit of private consumption. The second study of this thesis analyses the question of how the macroeconomic effects of fiscal policy in a small open economy depend on optimal intertemporal behaviour. The key result is that the effects of fiscal policy depend on the size of the elasticity of substitution between traded and nontraded goods. In particular, the sign of the current account response to fiscal policy depends on the interplay between the intertemporal elasticity of aggregate consumption and the elasticity of substitution between traded and nontraded goods. The third study analyses the consequences of productive government spending on the international transmission of fiscal policy. A standard result in the New Open Economy Macroeconomics literature is that a fiscal shock depreciates the exchange rate. I demonstrate that the response of the exchange rate depends on the productivity of government spending. If productivity is sufficiently high, a fiscal shock appreciates the exchange rate. It is also shown that the introduction of productive government spending increases both domestic and foreign welfare, when compared with the case where government spending is wasted. The fourth study analyses the question of how the international transmission of technology shocks depends on the specification of nominal rigidities. A growing body of empirical evidence suggests that a positive technology shock leads to a temporary decline in employment. In this study, I demonstrate that the open economy dimension can enhance the ability of sticky price models to account for the evidence. The reasoning is as follows. An improvement in technology appreciates the nominal exchange rate. Under producer-currency pricing, the exchange rate appreciation shifts global demand toward foreign goods away from domestic goods. This causes a temporary decline in domestic employment.

Monetary policy, exchange rates and stock prices in the Middle East region

A structural vector autoregressive model is employed to investigate the impact of monetary policy and real exchange rate shocks on the stock market performance of Kuwait, Oman, Saudi Arabia, Egypt and Jordan. In order to identify the structural shocks both short run and long run restrictions are applied. Unlike previous literature the contemporaneous interdependence between the financial variables are left unrestricted to give a more accurate depiction of the relationships. The heterogeneity of the results reflect the different monetary policy frameworks and stock market characteristics of these countries. Mainly, monetary policy and the real exchange rate shocks have a significant short run impact on the stock prices of the countries that apply a relatively more independent monetary policy and flexible exchange rates.

Trois essais en macroéconomie

Les fluctuations économiques représentent les mouvements de la croissance économique. Celle-ci peut connaître des phases d'accélération (expansion) ou de ralentissement (récession), voire même de dépression si la baisse de production est persistente. Les fluctuations économiques sont liées aux écarts entre croissance effective et croissance potentielle. Elles peuvent s'expliquer par des chocs d'offre et demande, ainsi que par le cycle du crédit. Dans le premier cas, les conditions de la production se trouvent modifiées. C'est le cas lorsque le prix des facteurs de production (salaires, prix des matières premières) ou que des facteurs externes influençant le prix des produits (taux de change) évolue. Ainsi, une hausse du prix des facteurs de production provoque un choc négatif et ralentit la croissance. Ce ralentissement peut être également dû à un choc de demande négatif provoqué par une hausse du prix des produits causée par une appréciation de la devise, engendrant une diminution des exportations. Le deuxième cas concerne les variables financières et les actifs financiers. Ainsi, en période d'expansion, les agents économiques s'endettent et ont des comportements spéculatifs en réaction à des chocs d'offre ou demande anticipés. La valeur des titres et actifs financiers augmente, provoquant une bulle qui finit par éclater et provoquer un effondrement de la valeur des biens. Dès lors, l'activité économique ne peut plus être financée. C'est ce qui génère une récession, parfois profonde, comme lors de la récente crise financière. Cette thèse inclut trois essais sur les fluctuations macroéconomiques et les cycles économiques, plus précisément sur les thèmes décrit ci-dessus. Le premier chapitre s'intéresse aux anticipations sur la politique monétaire et sur la réaction des agents écononomiques face à ces anticipations. Une emphase particulière est mise sur la consommation de biens durables et l'endettement relié à ce type de consommation. Le deuxième chapitre aborde la question de l'influence des variations du taux de change sur la demande de travail dans le secteur manufacturier canadien. Finalement, le troisième chapitre s'intéresse aux retombées économiques, parfois négatives, du marché immobilier sur la consommation des ménages et aux répercussions sur le prix des actifs immobiliers et sur l'endettement des ménages d'anticipations infondées sur la demande dans le marché immobilier. Le premier chapitre, intitulé ``Monetary Policy News Shocks and Durable Consumption'', fournit une étude sur le lien entre les dépenses en biens durables et les chocs monétaires anticipés. Nous proposons et mettons en oeuvre une nouvelle approche pour identifier les chocs anticipés (nouvelles) de politique monétaire, en les identifiant de manière récursive à partir des résidus d’une règle de Taylor estimée à l’aide de données de sondage multi-horizon. Nous utilisons ensuite les chocs anticipés inférer dans un modèle autorégressif vectoriel structurel (ARVS). L’anticipation d’une politique de resserrement monétaire mène à une augmentation de la production, de la consommation de biens non-durables et durables, ainsi qu’à une augmentation du prix réel des biens durables. Bien que les chocs anticipés expliquent une part significative des variations de la production et de la consommation, leur impact est moindre que celui des chocs non-anticipés sur les fluctuations économiques. Finalement, nous menons une analyse théorique avec un modèle d’équilibre général dynamique stochastique (EGDS) avec biens durables et rigidités nominales. Les résultats indiquent que le modèle avec les prix des biens durables rigides peut reproduire la corrélation positive entre les fonctions de réponse de la consommation de biens non-durables et durables à un choc anticipé de politique monétaire trouvées à l’aide du ARVS. Le second chapitre s'intitule ``Exchange Rate Fluctuations and Labour Market Adjustments in Canadian Manufacturing Industries''. Dans ce chapitre, nous évaluons la sensibilité de l'emploi et des heures travaillées dans les industries manufacturières canadiennes aux variations du taux de change. L’analyse est basée sur un modèle dynamique de demande de travail et utilise l’approche en deux étapes pour l'estimation des relations de cointégration en données de panel. Nos données sont prises d’un panel de 20 industries manufacturières, provenant de la base de données KLEMS de Statistique Canada, et couvrent une longue période qui inclut deux cycles complets d’appréciation-dépréciation de la valeur du dollar canadien. Les effets nets de l'appréciation du dollar canadien se sont avérés statistiquement et économiquement significatifs et négatifs pour l'emploi et les heures travaillées, et ses effets sont plus prononcés dans les industries davantage exposées au commerce international. Finalement, le dernier chapitre s'intitule ``Housing Market Dynamics and Macroprudential Policy'', dans lequel nous étudions la relation statistique suggérant un lien collatéral entre le marché immobilier and le reste de l'économique et si ce lien est davantage entraîné par des facteurs de demandes ou d'offres. Nous suivons également la littérature sur les chocs anticipés et examinons un cyle d'expansion-récession peut survenir de façon endogène la suite d'anticipations non-réalisées d'une hausse de la demande de logements. À cette fin, nous construisons un modèle néo-Keynésien au sein duquel le pouvoir d’emprunt du partie des consommateurs est limité par la valeur de leur patrimoine immobilier. Nous estimons le modèle en utilisant une méthode Bayésienne avec des données canadiennes. Nous évaluons la capacité du modèle à capter les caractéristiques principales de la consommation et du prix des maisons. Finalement, nous effectuons une analyse pour déterminer dans quelle mesure l'introduction d'un ratio prêt-à-la-valeur contracyclique peut réduire l'endettement des ménages et les fluctuations du prix des maisons comparativement à une règle de politique monétaire répondant à l'inflation du prix des maisons. Nous trouvons une relation statistique suggérant un important lien collatéral entre le marché immobilier et le reste de l'économie, et ce lien s'explique principalement par des facteurs de demande. Nous constatons également que l'introduction de chocs anticipés peut générer un cycle d'expansion-récession du marché immobilier, la récession faisant suite aux attentes non-réalisées par rapport à la demande de logements. Enfin, notre étude suggère également qu'un ratio contracyclique de prêt-à-la-valeur est une politique utile pour réduire les retombées du marché du logement sur la consommation par l'intermédiaire de la valeur garantie.

The impact of exchanges rates on international real estate portfolio allocation

This paper, examines whether the asset holdings and weights of an international real estate portfolio using exchange rate adjusted returns are essentially the same or radically different from those based on unadjusted returns. The results indicate that the portfolio compositions produced by exchange rate adjusted returns are markedly different from those based on unadjusted returns. However following the introduction of the single currency the differences in portfolio composition are much less pronounced. The findings have a practical consequence for the investor because they suggest that following the introduction of the single currency international investors can concentrate on the real estate fundamentals when making their portfolio choices, rather than worry about the implications of exchange rate risk.

Desalinhamento cambial no Brasil após o plano real: uma análise empírica

Filiando-se a discussão sobre os efeitos da apreciação cambial no país, o trabalho procura contribuir para o debate acerca da posição correta da taxa de câmbio e suas possíveis dinâmicas de ajustamento no curto e longo prazo. Neste sentido, apresenta evidências econométricas para possíveis desalinhamentos do câmbio real no Brasil desde 1994. A partir de uma base de dados mensais que abarca o período de janeiro de 1995 até setembro de 2006, realiza-se uma análise econométrica para estudar o comportamento do câmbio real e de equilíbrio no Brasil no período recente