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

the out of sample success of term structure models as exchange rate predictors a step beyond abstract a large literature suggests that standard exchange rate models cannot outperform a random walk forecast and that the forward rate is not an optimal predictor of the spot rate however there is evidence that the term structure of forward premia contains valuable information for forecasting future spot exchange rates and that exchange rate dynamics display nonlinearities this paper proposes a term structure forecasting model of exchange rates based on a regime switching vector equilibrium correction model which is novel in this context our model significantly outperforms both a random walk and to a lesser extent a linear term structure vector equilibrium correction model for four major dollar rates across a range of horizons

real rigidities and the non neutrality of money rigidities in real prices are not sufficient to create rigidities in nominal prices and real effects of nominal shocks and by themselves small frictions in nominal adjustment such as costs of changing prices create only small non neutralities but this paper shows that substantial nominal rigidity can arise from a combination of real rigidities and small nominal frictions the paper shows the connection between real and nominal rigidity given the presence of nominal frictions both in general and for two specific sources of real rigidity one arising from goods market imperfections and the other from labour market imperfections

spot and forward volatility in foreign exchange this paper investigates the empirical relation between spot and forward implied volatility in foreign exchange we formulate and test the forward volatility unbiasedness hypothesis which is the volatility analogue to the extensively researched hypothesis of unbiasedness in forward exchange rates using a new data set of spot implied volatility quoted on over the counter currency options we compute the forward implied volatility that corresponds to the forward contract on future spot implied volatility known as a forward volatility agreement we nd statistically signi cant evidence that forward implied volatility is a systematically biased predictor that overestimates future spot implied volatility the bias in forward volatility generates high economic value to an investor exploiting predictability in the returns to volatility speculation and indicates the presence of predictable volatility term premiums in foreign exchange

tax structure and growth are some taxes better than others using pooled cross sectional data from 23 oecd countries between1965 and 1990 i find evidence that the tax structure affectseconomic growth specifically the proportion of tax revenueraised by taxing personal income has a negative correlation witheconomic growth this result is robust to a rigorous sensitivityanalysis where i control for other plausible growth determinantsin a systematic manner also there is some empirical evidencethat tax progressivity measured in terms of the long run incomeelasticity of tax revenue is associated with low economicgrowth

real and nominal wage rigidities and the rate of inflation evidence from west german micro data the paper examines real and nominal wage rigidities we estimate a switching regime model in which the observed distribution of individual wage changes computed from west german register data for 1976 1997 is generated by simultaneous processes of real nominal or no wage rigidity and measurement error the fraction of workers facing wage increases that are due to nominal but mostly real wage rigidity is substantial the extent of real rigidity rises with inflation whereas the opposite holds for nominal rigidity overall the incidence of wage rigidity which accelerates unemployment growth is most likely minimized in an environment with moderate inflation

the taylor principle fights back part ii abstract the existing literature holds that the taylor principle often leads to indeterminacy in new keynesian models that allow for capital accumulation and limited asset market participation this conclusion is special however to the case of continuous full employment when the assumption of perfect wage flexibility is relaxed very slightly so that the labor market clears quickly but not instantaneously determinacy is the norm the threat of indeterminacy is limited to a tiny irrelevant corner of the parameter space where the elasticity of labor supply is unusually high and real wage adjustment is unbelievably fast everywhere else the taylor principle guarantees a unique rational expectations equilibrium the dramatic difference in results reflects the sensitivity of the monetary transmission mechanism to the speed of adjustment in the labor market

the speculative efficiency hypothesis the hypothesis that forward prices are the best unbiased forecast of future spot prices is often presented in the economic and financial analysis of futures markets this paper considers the hypothesis independently of its implications for rational expectations or market efficiency and in order to stress this fact the term speculative efficiency is used to characterize the state envisaged under the hypothesis if a market is subject to efficient speculation the supply of speculative funds is infinitely elastic at the forward price that is equal to the expected future spot price the expected future spot price is a market price determined as the solution to the underlying rational expectations macroeconomic model although the paper is primarily concerned with testing this hypothesis in the foreign exchange market the methodology introduced in the paper is of general application to all futures markets this abstract was borrowed from another version of this item

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

an econometric study of co2 emissions energy consumption income and foreign trade in turkey abstract this study attempts to empirically examine the dynamic causal relationships between carbon emissions energy consumption income and foreign trade in the case of turkey using the time series data for the period 1960 2005 this research tests the interrelationship between the variables using the bounds testing to cointegration procedure the bounds test results indicate that there exist two forms of long run relationships between the variables in the case of first form of long run relationship carbon emissions are determined by energy consumption income and foreign trade in the case of second long run relationship income is determined by carbon emissions energy consumption and foreign trade an augmented form of granger causality analysis is conducted amongst the variables the long run relationship of co2 emissions energy consumption income and foreign trade equation is also checked for the parameter stability the empirical results suggest that income is the most significant variable in explaining the carbon emissions in turkey which is followed by energy consumption and foreign trade moreover there exists a stable carbon emissions function the results also provide important policy recommendations

currency premia and global imbalances we show that a global imbalance risk factor that captures the spread in countries external imbalances and their propensity to issue external liabilities in foreign currency explains the cross sectional variation in currency excess returns the economic intuition is simple net debtor countries offer a currency risk premium to compensate investors willing to finance negative external imbalances because their currencies depreciate in bad times this mechanism is consistent with exchange rate theory based on capital flows in imperfect financial markets we also find that the global imbalance factor is priced in cross sections of other major asset markets

unemployment and productivity in the long run the role of macroeconomic volatility abstract this paper presents a new empirical regularity between the volatility of productivity growth and long run unemployment for a given level of long run productivity growth a theoretical framework based on asymmetric real wage rigidities is shown to have the potential to rationalize this finding the model tends to fit u s long run unemployment better than a specification based on long run productivity growth only especially during the great moderation and the great recession

energy consumption financial development and economic growth in india new evidence from a nonlinear and asymmetric analysis this paper investigates the asymmetric relationship between energy consumption and economic growth by incorporating financial development capital and labour into a production function covering the indian economy from 1960q1 2015q4 the nonlinear autoregressive distributed lag bounds testing approach is applied to examine the asymmetric cointegration between the variables an asymmetric causality test is also employed to examine the causal association between the considered variables the results indicate cointegration between the variables in the presence of asymmetries the asymmetric causality results show that only negative shocks in energy consumption have impacts on economic growth in the same vein only negative shocks in financial development have impacts on economic growth by contrast symmetrically capital formation causes economic growth finally over the study period a neutral effect exists between the labour force and economic growth in india the implications of these results for growth policies in india are also discussed

forward and spot exchange rates in a multi currency world separate literatures study violations of uncovered interest parity uip using regression based and portfolio based methods we propose a decomposition of these violations into a cross currency a between time and currency and a cross time component that allows us to analytically relate regression based and portfolio based facts and to estimate the joint restrictions they put on models of currency returns subject to standard assumptions on investors information sets we find that the forward premium puzzle fpp and the dollar trade anomaly are intimately linked both are driven almost exclusively by the cross time component by contrast the carry trade anomaly is driven largely by cross sectional violations of uip the simplest model that the data do not reject features a cross sectional asymmetry that makes some currencies pay permanently higher expected returns than others and larger time series variation in expected returns on the u s dollar than on other currencies importantly conventional estimates of the fpp are not directly informative about expected returns because they do not correct for uncertainty about future mean interest rates once we correct for this uncertainty we never reject the null that investors expect high interest rate currencies to depreciate not appreciate

monetary fundamentals and exchange rate dynamics under different nominal regimes we investigate the dynamic relationship between the us dollar exchange rate and its fundamentals across different exchange rate regimes using data going back to the late 1800s or early 1900s for six industrialized countries for these countries there is evidence of a long run relation between the nominal exchange rate and monetary fundamentals consistent with conventional theories of exchange rate determination we employ a markov switching vector equilibrium correction model that allows for regime shifts in the entire set of parameters and the variance covariance matrix our results suggest that the relative importance of exchange rates and fundamentals in restoring the long run equilibrium level implied by the exchange rate monetary fundamentals model varies significantly over time and is affected by the nominal exchange rate regime in operation

an exploration of the forward premium puzzle in currency markets a standard empirical finding is that expected changes in exchange rates and interest rate differentials across countries are negatively related implying that uncovered interest rate parity is violated in the data this article provides new empirical evidence that suggests that violations of uncovered interest rate parity and its economic implications depend on the sign of the interest rate differentially a framework related to term structure models is developed to account for the puzzling relationship between expected changes in exchange rates and interest rate differentials estimation results suggest that a particular term structure model can account for the puzzling empirical evidence article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

what have we learned about policy and growth from cross country regressions economists have been seeking to comprehend why some countries are rich and others poor for well over 200 years a better understanding of the national policies associated with long run growth would both contribute to our ability to explain cross country differences in per capita incomes and provide a basis for making policy recommendations that could lead to improvements in human welfare recently economists have used cross country regressions to search for empirical linkages between longrun growth and indicators of national policies e g roger kormendi and philip meguire 1985 robert j barro 1991 the large cross country growth literature has identified various fiscal monetary trade exchange rate and financial policy indicators that are significantly correlated with longrun growth yet levine and david renelt 1992 show that many of these findings are fragile to small alterations in the conditioning information set that is small changes in the right hand side variables produce different conclusions regarding the relationship between individual policies and growth in this paper we take stock of what the profession has learned from cross country regression studies of policy and long run growth i limitations

the incidence of nominal and real wage rigidities in great britain 1978 98 this paper analyzes the extent of rigidities in wage setting in great britain over the 1980s and 1990s our estimation strategy which generalizes the work of altonji and devereux 2000 models the notional wage growth distribution the distribution of nominal wage growth that would occur in the absence of rigidities in pay while allowing for the presence of measurement error in the data the model then allows for the possibility that the nominal wage growth of a fraction of the workforce may be subject to a nominal or real downward rigidity our model suggests that real rigidities in wage setting are more prevalent than nominal rigidities although the incidence of these real wage rigidities has fallen gradually over time if firms cannot cut real wages in response to negative demand shocks they may resort to laying off workers our results support this microfoundation of the wage unemployment phillips curve workers who are more likely to be protected from wage cuts are also more likely to lose their jobs

overnight information and stochastic volatility a study of european and us stock exchanges abstract this paper provides a comprehensive evaluation of the predictive ability of information accumulated during nontrading hours for a set of european and us stock indexes we introduce a stochastic volatility model which conditions on lagged overnight information distinguishes between the nontrading periods of weeknights weekends holidays and long weekends and allows for an asymmetric leverage effect on the impact of overnight news we implement bayesian methods for estimation and ranking of the empirical models and find two key results i there is substantial predictive ability in financial information accumulated during nontrading hours and ii the performance of stochastic volatility models improves considerably by separating the asymmetric impact of positive and negative news made available over weeknights weekends holidays and long weekends

testing the monetary model of exchange rate determination new evidence from a century of data abstract we test the long run monetary model of exchange rate determination for a collection of 14 industrialized countries using data spanning the late nineteenth or early twentieth century to the late twentieth century interestingly we find support for a simple form of the long run monetary model in over half of the countries we consider for these countries we estimate vector error correction models to investigate the adjustment process to the long run monetary equilibrium in the spirit of meese and rogoff journal of international economics 14 1983 3 24 we also compare nominal exchange rate forecasts based on monetary fundamentals to those based on a naive random walk model

carry trades and the performance of currency hedge funds we investigate the performance and risk of currency hedge funds using a large and unique consolidated currency hedge fund dataset we find that a substantial number of hedge funds generate returns that exceed foreign exchange risk premia obtained through carry trades the best alpha generating funds exhibit a performance that persists over a one year horizon this performance persistence is mostly due to compensation for currency risk taking as there is no strong evidence of remuneration for active management the results are robust to biases affecting hedge fund returns alternative carry trade benchmarks and different methodologies used to correct for sample variability

energy consumption economic growth and carbon emissions challenges faced by an eu candidate member abstract this paper investigates the long run granger causality relationship between economic growth carbon dioxide emissions and energy consumption in turkey controlling for gross fixed capital formation and labor the most interesting result is that carbon emissions seem to granger cause energy consumption but the reverse is not true the lack of a long run causal link between income and emissions may be implying that to reduce carbon emissions turkey does not have to forgo economic growth

financial development and environmental degradation does political regime matter abstract the paper examines the determinants of environmental degradation for 26 african countries over the period 1985 2011 using a wide range of econometric techniques chow test cross country regressions and the generalized method of moments gmm we find that environmental degradation measured by co2 emissions in 2000 2011 experience a structural change which is far more intense than 1985 1999 furthermore cross country regressions show that economic growth and urbanization are significant determinants of environmental degradation financial development however is a significant determinant of environmental degradation after accounting for political regime finally the gmm estimator confirms a robust positive link between environmental degradation and economic growth the policy implications of our findings are discussed in the concluding section

downward nominal wage rigidity evidence from canada 1901 1950 this paper tests for the presence of downward nominal wage rigidity in canadian wage data for 26 occupations in 38 cities from the first half of the 20th century the sample is of particular interest as it contains periods with average inflation rates that are close to zero as well as two sharp deflations results from a variety of different tests indicate that wage change distributions are consistent with the presence of downward nominal wage rigidity however for two subsamples containing sharp declines in output and prices estimates of the extent of downward nominal wage rigidity are much lower this suggests that downwards adjustments did occur during times of severe depression and deflation

nominal wage rigidity and the rate of inflation using the accurate and extensive data available in the uk new earnings survey this paper investigates the extent to which nominal wages are downwardly rigid and whether such rigidity interferes with necessary real wage adjustments when inflation is low despite the substantial numbers of individuals whose nominal wages fall from one year to the next we find that if long run inflation is one percent higher the number of individuals with negative real pay growth increases by around 1 4 percent this is controlling for the median and dispersion of the real wage change distribution

do economic financial and institutional developments matter for environmental degradation evidence from transitional economies abstract several studies have examined the relationship between environmental degradation and economic growth however most of them did not take into account financial developments and institutional quality moreover stern stern d 2004 the rise and fall of the environmental kuznets curve world development 32 8 1419 1439 noted that there are important econometric weaknesses in the earlier studies such as endogeneity heteroscedasticity omitted variables etc the purpose of this paper is to fill this gap in the literature by investigating the linkage between not only economic development and environmental quality but also financial development and institutional quality we employ the standard reduced form modelling approach to control for country specific unobserved heterogeneity and gmm estimation to control for endogeneity our study considers 24 transition economies and panel data for 1993 2004 our results support the ekc hypothesis while confirming the importance of both institutional quality and financial development for environmental performance we also found that financial liberalization may be harmful for environmental quality if it is not accomplished in a strong institutional framework

toward a general theory of wage and price rigidities and economic fluctuations this paper begins with the hypothesis that large economic fluctuations the marked changes in the unemployment that characterize market economies are a consequence of problems of adjustment to disturbances especially adjustments of wages and prices two strands of work have addressed these problems of adjustment one focuses on rigidities downward rigidities in wages are at the center of traditional keynesian models the other focuses on the consequences of rapid changes particularly in asset prices in the context of markets with incomplete contracting imperfect indexing and imperfect capital markets while the second tradition traces its origins at least back to irving fisher s debt deflation theories it has been revived in the newkeynesian work of bruce greenwald and stiglitz 1988 1989 1990b 1993 1995 and others the fact that wages and prices did fall dramatically in the great depression by more than a third in the united states provided some of the impetus to the latter theory the major economic downturn this year in east asia with unemployment in indonesia soaring from 4 7 percent to 14 3 percent and output falling by at least 16 percent was accompanied by huge changes in prices over the first year of the crisis the current best estimate is that indonesian real wages fell by 40 60 percent world bank 1998 p 105 this result i would argue is better interpreted through the second strand of thought

unemployment dynamics in britain we examine the inter related dynamics of the unemployment flows and stock our model allows them to be linked through the standard accounting identity but also through behavioural relationships we find that for the uk the bulk of the correlation between duration and the unemployment stock arises from the dependence of duration on unemployment taking careful account of the inter temporal identity outflow shocks have contributed little to the evolution of unemployment since the late 1960s given that the correlation of duration and unemployment arises from the behavioural relationship we show that unemployment dynamics arise mostly from shocks to the inflow unemployment remains one of europe s more pressing economic and social problems as highlighted in the eu s lisbon declaration of 2000 a dynamic approach to unemployment starts from the recognition that unemployment is a stock and changes through shocks to the outflow and inflow the research and policy focus has generally been on the outflow process or equivalently unemployment duration a glance at figure 1 shows why this might be so it reveals a very strong co movement of the unemployment rate and the proportion of the unemployed out of work for a year or more analysts have used data like this to argue that the source of unemployment fluctuations has been changes in the outflow process 1 possibly as a consequence of this most policies directed at reducing unemployment focus on improving the search effectiveness and employability of the currently unemployed the unemployment flows and stock are related in quite complex ways and in this paper we focus on these inter related dynamics the model we use allows them to be linked in two ways first there is the simple accounting relationship whereby shocks to the flows accumulate in the stock second search and matching models suggest behavioural relationships of the flows depending on unemployment the presence of the nonlinear accounting identity in the model makes the analysis of the joint system problematic so we proceed sequentially investigating first one link and then the other we find that for the uk the bulk of the correlation between duration and the unemployment stock displayed in figure 1 arises from the dependence of the former on the latter we find a strong dependence of the outflow rate on unemployment taking careful account of the inter temporal identity on the other hand outflow shocks have contributed little to the evolution of unem

sparse and stable portfolio selection with parameter uncertainty a number of alternative mean variance portfolio strategies have been recently proposed to improve the empirical performance of the classic markowitz mean variance framework designed as remedies for parameter uncertainty and estimation errors in portfolio selection problems these alternative portfolio strategies deliver substantially better out of sample performance in this article we first show how to solve a general portfolio selection problem in a linear regression framework then we propose to reduce the estimation risk of expected returns and the variance covariance matrix of asset returns by imposing additional constraints on the portfolio weights with results from linear regression models we show that portfolio weights derived from new approaches enjoy two favorable properties sparsity and stability moreover we present insights into these new approaches as well as their connections to alternative strategies in literature four empirical studies show that the proposed strategies have better

the implications of first order risk aversion for asset market risk premiums abstract in an effort to explain simultaneously the excess return predictability observed in equity bond and foreign exchange markets we incorporate preferences exhibiting first order risk aversion into a general equilibrium two country monetary model when we calibrate the model to us and japanese data we find that first order risk aversion substantially increases excess return predictability however this increased predictability is insufficient to match the data we conclude that the observed patterns of excess return predictability are unlikely to be explained purely by time varying risk premiums generated by highly risk averse agents in a complete markets economy

financial development environmental quality trade and economic growth what causes what in mena countries this paper examines the relationship between financial development co2 emissions trade and economic growth using simultaneous equation panel data models for a panel of 12 mena countries over the period 1990 2011 our results indicate that there is evidence of bidirectional causality between co2 emissions and economic growth economic growth and trade openness are interrelated i e bidirectional causality feedback hypothesis is validated between trade openness and financial development neutrality hypothesis is identified between co2 emissions and financial development unidirectional causality running from financial development to economic growth and from trade openness to co2 emissions is identified our empirical results also verified the existence of environmental kuznets curve these empirical insights are of particular interest to policymakers as they help build sound economic policies to sustain economic development and to improve the environmental quality

economic momentum and currency returns abstract past trends in fundamentals linked to economic activity and inflation predict currency returns we find that a trading strategy that goes long currencies with strong economic momentum and short currencies with weak economic momentum exhibits an annualized sharpe ratio of 0 70 and yields a significant alpha when controlling for standard carry momentum and value strategies the economic momentum strategy subsumes the alpha of carry trades suggesting that differences in past economic trends capture cross country differences in carry

the statistics of sharpe ratios the building blocks of the sharpe ratio expected returns and volatilities are unknown quantities that must be estimated statistically and are therefore subject to estimation error this raises the natural question how accurately are sharpe ratios measured to address this question i derive explicit expressions for the statistical distribution of the sharpe ratio using standard asymptotic theory under several sets of assumptions for the return generating process independently and identically distributed returns stationary returns and with time aggregation i show that monthly sharpe ratios cannot be annualized by multiplying by 12 except under very special circumstances and i derive the correct method of conversion in the general case of stationary returns in an illustrative empirical example of mutual funds and hedge funds i find that the annual sharpe ratio for a hedge fund can be overstated by as much as 65 percent because of the presence of serial correlation in monthly returns and once this

the monetary exchange rate model as a long run phenomenon abstract pure time series based tests fail to find empirical support for monetary exchange rate models in this paper we apply pooled time series estimation on a forward looking monetary model resulting in parameter estimates which are in compliance with the underlying theory based on a panel version of the engle and granger engle r f granger c w j 1987 co integration and error correction representation estimation and testing econometrica 55 251 276 two step procedure we find that the residuals of the panel based estimated monetary model are stationary this indicates that on a pooled time series level there is cointegration between the exchange rate and the macroeconomic fundamentals of this monetary model

the relationship between oil prices and exchange rates revisiting theory and evidence abstract this paper reviews existing theoretical and empirical research on the relationship between oil prices and exchange rates we start with theoretical transmission channels which point to bi directional causality empirical research is classified and shows that the evidence varies substantially depending on sample country choice and empirical method yet there are some common patterns i strong links between exchange rates and oil prices are frequently observed over the long run and ii either exchange rates or oil prices are a potentially useful predictor of the other variable in the short run but the effects are strongly time varying we also identify some important avenues for future research

accounting for forward rates in markets for foreign currency absteract forward and spot exchange rates between major currencies imply large standard deviations of both predictable returns from currency speculation and of the equilibrium price measure the intertemporal marginal rate of substitution representative agent theory with time additive preferences cannot account for either of these properties we show that the theory does considerably better along these dimensions when the representative agent s preferences exhibit habit persistence but that the theory fails to reproduce some of the other properties of the data in particular the strong autocorrelation of forward premiums since the advent of flexible exchange rates in the early 1970s a large body of statistical work has established that forward rates for major currencies are not optimal predictors of future spot rates relevant evidence is reported in studies by baillie lippens and mcmahon 1983 bekaert 1991 bilson 1981 boothe and longworth 1984 cumby 1988 cumby and obstfeld 1984 fama 1984 gregory and mccurdy 1984 hansen and hodrick 1983 hodrick and srivastava 1984 and korajczyk and viallet 1990 a more complete list of references is provided by hodrick 1987 these papers indicate that returns from speculation in forward and spot currency markets are predictable and that the predictable components vary considerably over time a number of alternative explanations have been offered for the predictable variation in foreign currency market excess returns kaminsky 1988 korajczyk 1985 and krasker 1980 suggest that infrequent extreme events may make returns appear predictable in small samples the so called peso problem lewis 1989 argues that rational learning following infrequent changes in the process governing equilibrium prices can explain part of the ex post predictability of currency returns froot and frankel 1989 and froot and thaler 1990 examine the hypothesis that market forecasts of future spot

anomalies foreign exchange most all behavior can be explained by assuming that agents have stable well defined preferences and make rational choices consistent with those preferences in markets that eventually clear an empirical result qualifies as an anomaly if it is difficult to rationalize or if implausible assumptions are necessary to explain it within the paradigm this column will present a series of such anomalies readers are invited to suggest topics for future columns by sending a note with some reference to or better yet copies of the relevant research comments on anomalies printed here are also welcome the address

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

downward wage rigidity in italy micro based measures and implications using the 1985 99 whip data we find a sizable amount of downward wage rigidity in italy with a prevalence of real over nominal rigidity the results hold when real rigidity is identified either with reference to collective bargaining dispositions or to price inflation consistently with the labour market reforms of the early 1990s downward rigidities have become less important over time with the reduction in real rigidities more than offsetting the rise in nominal rigidities we also find that downward wage rigidities are positively related to labour reallocation and local unemployment rates hinting at the macroeconomic relevance of our estimates

a utility based comparison of some models of exchange rate volatility abstract when estimates of variances are used to make asset allocation decisions underestimates of population variances lead to lower expected utility than equivalent overestimates a utility based criterion is asymmetric unlike standard criteria such as mean squared error to illustrate how to estimate a utility based criterion we use five bilateral weekly dollar exchange rates 1973 1989 and the corresponding pair of eurodeposit rates of homoskedastic garch autoregressive and non parametric models for the conditional variance of each exchange rate garch models tend to produce the highest utility on average a mean squared error criterion also favors garch but not as sharply

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

the role of asymmetries and regime shifts in the term structure of interest rates we examine the relationship between interest rates of different maturities for the us germany and japan over the period 1982 2000 using a general multivariate vector equilibrium correction modelling framework capable of simultaneously allowing for asymmetric adjustment and regime shifts this approach has a very general underlying theoretical rationale that allows for time varying term premia and other short run deviations from the expectations model of the term structure the resulting nonlinear models provide good in sample fits display regime switches closely related to key state variables driving monetary policy decisions and have satisfactory out of sample forecasting properties

the new keynesian synthesis the new keynesians made more rapid progress in understanding the microeconomics of unemployment than in understanding the microeconomics of nominal price rigidity but the past five years have seen important breakthroughs in this second area this paper will describe these breakthroughs discuss our current understanding of nominal rigidity and assess the work that remains to be done

a political economy theory of fiscal policy and unemployment this paper presents a political economy theory of fiscal policy and unemployment the underlying economic model is one in which unemployment can arise but can be mitigated by tax cuts and public spending increases such policies are fiscally costly but can be financed by issuing government debt policy decisions are made by a legislature consisting of representatives from different political districts the theory provides a positive account of the simultaneous determination of fiscal policy and unemployment the most important implication of the theory is that debt and unemployment levels should be positively correlated some evidence in support of this prediction is provided using data from a panel of developed countries

on biases in the measurement of foreign exchange risk premiums abstract the hypothesis that the forward rate is an unbiased predictor of the future spot rate has been consistently rejected in recent empirical studies this paper examines several sources of measurement error and misspecification that might induce biases in such studies although previous inferences are shown to be robust to a failure to construct true returns and to omitted variable bias arising from conditional heteroskedasticity in spot rates we show that the parameters were not stable over the 1975 89 sample period estimation that allows for endogenous regime shifts in the parameters demonstrates that deviations from unbiasedness were more severe in the 1980s jel f31

the economic value of volatility timing using a range based volatility model abstract there is growing interest in utilizing the range data of asset prices to study the role of volatility in financial markets in this paper a new range based volatility model was used to examine the economic value of volatility timing in a mean variance framework we compared its performance with a return based dynamic volatility model in both in sample and out of sample volatility timing strategies for a risk averse investor it was shown that the predictable ability captured by the dynamic volatility models is economically significant and that a range based volatility model performs better than a return based one

the time variation of risk and return in foreign exchange markets a general equilibrium perspective this article successively introduces variable velocity durability and habit persistence in a standard two country general equilibrium model and explores their effects on the variability of exchange rate changes forward premiums and the foreign exchange risk premium a new feature of the model is that agents make decisions at a weekly frequency and face conditionally heteroskedastic shocks nevertheless even the most complex model fails to deliver sufficiently variable risk premiums without causing forward premiums and exchange rates to be excessively variable unlike previous models the model can roughly match the persistence of forward premiums article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

the impact of financial development on energy consumption in emerging economies abstract financial development is often cited as a very important driver of economic growth in emerging economies and it is thus likely that financial development affects energy demand this study uses generalized method of moments estimation techniques to examine the impact of financial development on energy consumption in a sample of emerging countries several different measures of financial development are examined using a panel data set on 22 emerging countries covering the period 1990 2006 the empirical results show a positive and statistically significant relationship between financial development and energy consumption when financial development is measured using stock market variables like stock market capitalization to gdp stock market value traded to gdp and stock market turnover the implications of these results for energy policy are discussed

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

how strong is the macroeconomic case for downward real wage rigidity we explore the existence of downward real wage rigidity drwr at the industry level based on data from 19 oecd countries for the period 1973 1999 the results show that drwr compresses the distributions of industry wage changes overall as well as for specific geographical regions and time periods but there are not many real wage cuts that are prevented more important however drwr attenuates larger real wage cuts thus leading to higher real wages there is stronger evidence for downward nominal wage rigidity than for drwr real wage cuts are less prevalent in countries with strict employment protection legislation and high union density

full bayesian inference for garch and egarch models a full bayesian analysis of garch and egarch models is proposed consisting of parameter estimation model selection and volatility prediction the bayesian paradigm is implemented via markov chain monte carlo methodologies we provide implementation details and illustrations using the general index of the athens stock exchange

does higher economic and financial development lead to environmental degradation evidence from bric countries abstract a vast number of studies addressed the environmental degradation and economic development but not financial development moreover as argued by stern 2004 the rise and fall of the environmental kuznets curve world development 32 1419 1439 they present important econometric weaknesses using standard reduced form modeling approach and controlling for country specific unobserved heterogeneity we investigate the linkage between not only economic development and environmental quality but also the financial development panel data over period 1992 2004 is used we find that both economic and financial development are determinants of the environmental quality in bric economies we show that higher degree of economic and financial development decreases the environmental degradation our analysis suggests that financial liberalization and openness are essential factors for the co 2 reduction the adoption of policies directed to financial openness and liberalization to attract higher levels of r d related foreign direct investment might reduce the environmental degradation in countries under consideration in addition the robustness check trough the inclusion of us and japan does not alter our main findings

the long run and causal analysis of energy growth openness and financial development on carbon emissions in turkey abstract the aim of this paper is to examine the causal relationship between financial development trade economic growth energy consumption and carbon emissions in turkey for the 1960 2007 period the bounds f test for cointegration test yields evidence of a long run relationship between per capita carbon emissions per capita energy consumption per capita real income the square of per capita real income openness and financial development the results show that an increase in foreign trade to gdp ratio results an increase in per capita carbon emissions and financial development variable has no significant effect on per capita carbon emissions in the long run these results also support the validity of ekc hypothesis in the turkish economy it means that the level of co 2 emissions initially increases with income until it reaches its stabilization point then it declines in turkey in addition the paper explores causal relationship between the variables by using error correction based granger causality models

reducing carbon emissions the role of renewable energy and democracy abstract the global economy continues to witness a consistent increase in carbon emissions making it difficult to achieve the paris agreement on climate change to inform policies to mitigate carbon emissions it is crucial to understand the factors that influence it while there is a vast literature on the impact of economic growth on carbon emissions empirical research on the impact of democracy and renewable energy on environmental quality in developing countries remains limited therefore the goal of this paper was to examine the impact of democracy and renewable energy on carbon emissions for 46 sub saharan african countries using unbalanced data for the period of 1980 2015 using an instrumental variable generalised method of the moment the study found that democracy and renewable energy reduce carbon emissions additionally foreign direct investment trade openness population and economic growth were the forces behind carbon emissions in sub saharan africa however when democracy is accounted for economic growth turns to reduce carbon emissions no evidence of environmental kuznets curve was found the results further indicated that the impact of urbanization on carbon emissions is indeterminate these results are robust when alternative econometric estimation techniques were used the study further demonstrated that the level of economic development matters when assessing the impact of these variables on carbon emissions the study therefore recommends that democracy and investment in renewable energy should be given priority on africa agenda to mitigate climate change

energy consumption pollutant emissions and economic growth in south africa article i nfo article history this paper examines the long run and the causal relationship between economic growth pollutant emissions and energy consumption for south africa for the period 1965 2006 in a multivariate framework which includes labour and capital as additional variables using the bound test approach to cointegration we found a short run as well as a long run relationship among the variables with a positive and a statistically significant relationship between pollutant emissions and economic growth further applying a modified version of the granger causality test we also found a unidirectional causality running from pollutant emissions to economic growth from energy consumption to economic growth and from energy consumption to co2 emissions all without a feedback the econometric evidence suggests that south africa has to sacrifice economic growth or reduce its energy consumption per unit of output or both in order to reduce pollutant emissions in the long run however it is possible to meet the energy needs of the country and at the same time reduce co2 emissions by developing energy alternatives to coal the main source of co2 emissions however the econometric results upon which the policy suggestions are made should be interpreted with care as they may not be sufficiently robust enough to categorically warrant the choice of an unpalatable policy option by south africa

uncertainty aversion in a heterogeneous agent model of foreign exchange rate formation this paper provides what we believe to be the first empirical test of whether investors in the foreign exchange market are uncertainty averse we do this using a heterogeneous agents model in which fundamentalist and chartist beliefs of the exchange rate co exist and are allowed to be either uncertainty neutral or uncertainty averse uncertainty aversion is modelled using the maxmin expected utility approach we find significant evidence of uncertainty aversion in the fx market where in particular fundamentalists are found to be largely uncertainty neutral while chartists are mainly uncertainty averse inclusion of uncertainty averse agents significantly improves the performance of the model

the taylor rule and forecast intervals for exchange rates in this paper we examine the meese rogoff puzzle from a different perspective out of sample interval forecasting while most studies in the literature focus on point forecasts we apply semiparametric interval forecasting to a group of exchange rate models forecast intervals for 10 oecd exchange rates are generated and the performance of the empirical exchange rate models are compared with the random walk our contribution is twofold first we find that in general exchange rate models generate tighter forecast intervals than the random walk given that their intervals cover out of sample exchange rate realizations equally well our results suggest a connection between exchange rates and economic fundamentals economic variables contain information useful in forecasting distributions of exchange rates we also find that the benchmark taylor rule model performs better than the monetary ppp and forward premium models and its advantages are more pronounced at longer horizons second the bootstrap inference framework proposed in this paper for forecast interval evaluation can be applied in a broader context such as inflation forecasting

the effects of financial development economic growth coal consumption and trade openness on co2 emissions in south africa abstract this paper explores the effects of financial development economic growth coal consumption and trade openness on environmental performance using time series data over the period 1965 2008 in case of south africa the ardl bounds testing approach to cointegration has been used to test the long run relationship among the variables while short run dynamics have been investigated by applying error correction method ecm the unit root properties of the variables are examined by applying saikkonen and lutkepohl 2002 econometric theory 18 313 348 structural break unit root test our findings confirmed long run relationship among the variables results showed that a rise in economic growth increases energy emissions while financial development reduces it coal consumption has significant contribution to deteriorate environment in south african economy trade openness improves environmental quality by reducing the growth of energy pollutants our empirical results also verified the existence of environmental kuznets curve this paper opens up new insights for south african economy to sustain economic growth by controlling environment from degrdation through efficient use of energy

what is new keynesian economics this research was supported by the national science foundation i am grateful to george williams for help with the data and to steven allen laurence ball olivier j blanchard timothy bresnahan charles calomiris dennis carlton robert chirinko russell cooper stanley fischer herschel grossman r glenn hubbard david laidler john leahy assar lindbeck n gregory mankiw david romer julio rotemberg dennis snower john taylor andrew weiss and two anonymous referees for comments on one or more earlier drafts i am also indebted to michael parkin and edmund s phelps for helping to establish the etymology of the phrase new keynesian

risk premia carry trade dynamics and economic value of currency speculation in this paper we derive the dynamics and assess the economic value of currency speculation by formalizing the concept of a trader inaction range we show that exchange rate returns comprise a time varying risk premium and that uncovered interest parity uip holds in a speculative sense the often cited forward bias puzzle originates from the omission of the risk premium in standard uip tests consistent with its popularity among market professionals the carry trade strategy can be rationalized as it systematically collects risk premia and generates economic value when applied in multi currency portfolios

optimal and naive diversification in currency markets demiguel et al demiguel v garlappi l uppal r 2009 optimal versus naive diversification how inefficient is the 1 n portfolio strategy rev financial stud 22 5 1915 1953 showed that in the stock market it is difficult for an optimized portfolio constructed using mean variance analysis to outperform a simple equally weighted portfolio because of estimation error in this paper we demonstrate that portfolio optimization can be made to work in currency markets the key difference between the two settings is that in currency markets interest rates provide a predictor of future returns that is free of estimation error which permits the application of mean variance analysis we show that over the last 26 years a mean variance efficient portfolio constructed in this fashion has a sharpe ratio of 0 91 versus only 0 15 for the equally weighted portfolio we also consider the practical implementation of this strategy this paper was accepted by neng wang finance

the past present and future of macroeconomic forecasting he reports of the death of large scale macroeconomic forecasting models are not exaggerated but many observers interpret the failure of the early models as indicative of a bleak future for macroeconomic forecasting more generally such is not the case although the large scale macroeconomic forecasting models didn t live up to their original promise they nevertheless left a useful legacy of lasting contributions from which macroeconomic forecasting will continue to benefit they spurred the development of powerful identification and estimation theory computational and simulation techniques comprehensive machinereadable macroeconomic databases and much else moreover past failures do not necessarily imply a bleak future we learn from our mistakes just as macroeconomics has benefitted from rethinking since the 1970s so too will macroeconomic forecasting understanding the future of macroeconomic forecasting requires understanding the interplay between measurement and theory and the corresponding evolution of the nonstructural and structural approaches to forecasting nonstructural macroeconomic forecasting methods attempt to exploit the reduced form correlations in observed macroeconomic time series with little reliance on economic theory structural models in contrast view and interpret economic data through the lens of a particular economic theory structural econometric forecasting because it is based on explicit theory rises and falls with theory typically with a lag structural keynesian macroeconomic forecasting based on postulated systems of decision rules enjoyed a golden age in the 1950s and 1960s following the advances in keynesian theory in the 1930s and 1940s

the price variability volume relationship on speculative markets this paper concerns the relationship between the variability of the daily price change and the daily volume of trading on the speculative markets our work extends the theory of speculative markets in two ways first we derive from economic theory the joint probability distribution of the price change and the trading volume over any interval of time within the trading day and second we determine how this joint distribution changes as more traders enter or exit from the market the model s parameters are estimated by fiml using daily data from the 90 day t bills futures market the results of the estimation can reconcile a conflict between the price variability volume relationship for this market and the relationship obtained by previous investigators for other speculative markets this paper concerns the relationship between the variability of the daily price change and the volume of trading on speculative markets previous empirical studies 2 3 6 12 14 16 of both futures and equity markets always find a positive association between price variability as measured by the squared price change ap2 and the trading volume 2 there are two explanations for the relationship clark s 2 explanation which is secondary to his effort to explain why the probability distribution of the daily price change is leptokurtic emphasizes randomness in the number of within day transactions in clark s model the daily price change is the sum of a random number of within day price changes the variance of the daily price change is thus a random variable with a mean proportional to the mean number of daily transactions clark argues that the trading volume is related positively to the number of within day transactions and so the trading volume is related positively to the variability of the price change the second explanation is due to epps and epps 6 their model examines the mechanics of within day trading the change in the market price on each within day transaction or market clearing is the average of the changes in all of the traders reservation prices epps and epps assume there is a positive relationship between the extent to which traders disagree when they revise their reservation prices and the absolute value of the change in the market price that is an increase in the extent to which traders disagree is associated with a larger absolute price change the price variability volume relationship arises then because the volume of trading is positively related to the extent to which traders disagree when they revise their reservation prices

privatization and economic growth an empirical investigation from a sample of developing market economies this paper explores the economic determinants of privatization programmes and the macroeconomic impact of this institutional reform on the growth rate of the gdp a sample of thirty five developing market economies is considered over the 1988 92 period probit and tobit models are used to identify the determinants of successful privatization programmes then regressions are run where probabilities probit and expected values tobit are successively included as additional regressors beside the potential influence of other economic policy variables a significant positive effect is highlighted giving evidence of the importance of divestiture the economic effect is found to be stronger when this institutional reform took place in industry or infrastructure

the term structure of forward exchange premiums and the forecastability of spot exchange rates correcting the errors we develop a framework to extract information regarding subsequent spot rate movements from the term structure of forward exchange premiums while admitting possible deviations from rationality and

financial development and economic growth views and agenda this critique argues that the preponderance of theoretical reasoning and empirical evidence suggests a positive first order relationship between financial development and economic growth the body of work would push even most skeptics toward the belief that the development of financial markets and institutions is a critical and inextricable part of the growth process and away from the view that the financial system is an inconsequential sideshow responding passively to economic growth many gaps remain however and the paper highlights areas in acute need of additional research

the impact of financial development on carbon emissions an empirical analysis in china given the complexity between china s financial development and carbon emissions this paper uses some econometric techniques including cointegration theory granger causality test variance decomposition etc to explore the influence of financial development on carbon emissions results indicate that first china s financial development acts as an important driver for carbon emissions increase which should be taken into account when carbon emissions demand is projected second the influence of financial intermediation scale on carbon emissions outweighs that of other financial development indicators but its efficiency s influence appears by far weaker although it may cause the change of carbon emissions statistically third china s stock market scale has relatively larger influence on carbon emissions but the influence of its efficiency is very limited this to some extent reflects the relatively lower liquidity in china s stock markets finally among financial development indicators china s fdi exerts the least influence on the change of carbon emissions due to its relatively smaller volume compared with gdp but it is mainly utilized in carbon intensive sectors now therefore with the increase of china s fdi in the future many efforts should be made to adapt its utilizing directions and play its positive role in promoting low carbon development