the forecasting ability of correlations implied in foreign exchange options abstract this paper evaluates the forecasting accuracy of correlations derived from implied volatilities in dollar mark dollar yen and mark yen options from january 1989 to may 1995 as a forecast of realized correlation between the dollar mark and dollar yen implied correlation is compared against three alternative forecasts based on time series data historical correlation riskmetrics exponentially weighted moving average correlation and correlation estimated using a bivariate garch 1 1 model at the 1 month and 3 month forecast horizons we find that implied correlation outperforms often significantly these alternative forecasts in combinations implied correlation always incrementally improves the performance of other forecasts but not the converse in certain cases historically based forecasts contribute no incremental information to implied forecasts the superiority of the implied correlation forecast holds even when forecast errors are weighted by realized variances reflecting correlation s contribution to the dollar variance of a multicurrency portfolio

can portmanteau nonlinearity tests serve as general mis specification tests a number of recent papers have employed the bds test as a general test for mis specification for linear and nonlinear models we show that for a particular class of conditionally heteroscedastic models the bds test is unable to detect a common mis specification our results also demonstrate that specific rather than portmanteau diagnostics are required to detect neglected asymmetry in volatility however for both classes of tests reasonable power is only obtained using very large sample sizes

central bank intervention and risk in the forward market abstract a two country inter temporal asset pricing model is developed which implies that central bank foreign exchange intervention affects the forward exchange risk premium the model is estimated from daily foreign exchange intervention data for the us german and japanese central banks considerable empirical support is found for the theoretical model with intervention influencing the risk premium in the forward market purchases of dollars by the federal reserve bank are found to be associated with excess denominated returns there is evidence that intervention has increased rather than reduced exchange rate volatility

the greenhouse effect damages costs and abatement the buildup of so called greenhouse gases in the atmosphere co2 in particular appears to be having an adverse impact on the global climate this paper briefly reviews current expectations with regard to physical and biological effects their potential costs to society and likely costs of abatement for a worst case scenario it is impossible to assess in economic terms the full range of possible non linear synergistic effects in the most favorable although not necessarily likely case of slow paced climate change however it seems likely that the impacts are within the affordable range at least in the industrialized countries of the world in the third world the notion of affordability is of doubtful relevance making the problem of quantitative evaluation almost impossible we tentatively assess the lower limit of quantifiable climate induced damages at 30 to 35 per ton of co2 equivalent worldwide with the major damages being concentrated in regions most adversely affected by sea level rise the non quantifiable environmental damages are also significant and should by no means be disregarded the costs and benefits of 1 reducing cfc use and 2 reducing fossil fuel consumption as a means of abatement are considered in some detail this strategy has remarkably high indirect benefits in terms of reduced air pollution damage and even direct cost savings to consumers the indirect benefits of reduced air pollution and its associated health and environmental effects from fossil fuel combustion in the industrialized countries range from 20 to 60 per ton of co2 eliminated in addition there is good evidence that modest e g 25 reductions in co2 emissions may be achievable by the u s and by implication for other countries by a combination of increased energy efficiency and restructuring that would permit simultaneous direct economic benefits savings to energy consumers of the order of 50 per ton of co2 saved a higher level of overall emissions reduction possibly approaching 50 could probably be achieved at little or not net cost by taking advantage of these savings we suggest the use of taxes on fossil fuel extraction or a carbon tax as a reasonable way of inducing the structural changes that would be required to achieve significant reduction in energy use and co2 emissions to minimize the economic burden and create a political constituency in support of the approach we suggest the substitution of resource based taxes in general for other types of taxes on labor income real estate or trade that are now the main sources of government revenue while it is conceded that it would be difficult to calculate the optimal tax on extractive resources we do not think this is a necessary prerequisite to policy making in fact we note that the existing tax system has never been optimized according to theoretical principles and is far from optimal by any reasonable criteria

a conditional variance tale from an emerging economy s freely floating exchange rate this article studies daily return and volatility dynamics in the exchange rate of an emerging market economy turkey over the recent floating period we use generalized autoregressive conditional heteroscedastic garch and fractionally integrated garch figarch models with various error distributions findings show that a parsimonious figarch model with an asymmetric error distribution characterizes the daily turkish lira tl returns against us dollar and euro considerably well we find statistically significant asymmetry and peakedness in conditional returns and time varying volatility with long range dependence in conditional volatility long memory finding is robust to different specifications for the conditional returns as well as possible shifts in the return and volatility dynamics over sub periods results in the article show that despite the decline in volatility over the course of the recent float tl returns are still wild compared to developed economies exchange rates during the same period

the message in weekly exchange rates in the european monetary system mean reversion conditional heteroscedasticity and jumps weekly rates of the european monetary system ems vis a vis the deutsche mark from april 1979 to march 1991 are modeled as a combined ma 1 garch 1 1 jump process the moving average ma part accounts for mean reversion required for the rates to stay inside the target zone the generalized autoregressive conditional heteroscedasticity garch part accounts for changing volatility whereas the jump process models parity changes and other erratic movements using an adjusted pearson chi squared goodness of fit test we find similar results for the bernoulli and the poisson jump processes in those cases in which the bernoulli normal distribution does not pass the goodness of fit test a mixture of three normals does finally the ma 1 garch 1 1 bernoulli jump models are jointly estimated assuming a constant contemporaneous correlation matrix for the disturbances and a common jump probability for all the currencies

interest rate volatility and the term structure a two factor general equilibrium model we develop a two factor general equilibrium model of the term structure the factors are the short term interest rate and the volatility of the short term interest rate we derive closed form expressions for discount bonds and study the properties of the term structure implied by the model the dependence of yields on volatility allows the model to capture many observed properties of the term structure we also derive closed form expressions for discount bond options we use hansen s generalized method of moments framework to test the cross sectional restrictions imposed by the model the tests support the two factor model there are essentially two approaches to the modeling of the term structure of interest rates in continuous time the equilibrium approach pioneered by

international evidence on crude oil price dynamics applications of arima garch models abstract we examine the usefulness of several arima garch models for modeling and forecasting the conditional mean and volatility of weekly crude oil spot prices in eleven international markets over the 1 2 1997 10 3 2009 period in particular we investigate the out of sample forecasting performance of four volatility models garch egarch and aparch and figarch over january 2009 to october 2009 forecasting results are somewhat mixed but in most cases the aparch model outperforms the others also conditional standard deviation captures the volatility in oil returns better than the traditional conditional variance finally shocks to conditional volatility dissipate at an exponential rate which is consistent with the covariance stationary garch models than the slow hyperbolic rate implied by the figarch alternative

modelling and forecasting exchange rates with a bayesian time varying coefficient model this paper employs a multivariate bayesian time varying coefficients tvc approach to model and forecast exchange rate data it is shown that if used as a data generating mechanism a tvc model induces nonlinearities in the conditional moments and leptokurtosis in the unconditional distribution of the series it is also shown that leptokurtic behavior disappears under time aggregation as a forecasting device a bayesian tvc model improves over a random walk model the improvements are robust to several changes in the forecasting environment

distinguishing between stochastic and deterministic behavior in foreign exchange rate returns further evidence abstract the nature of non linear dependence in hourly exchange rate returns is scrutinized while the brock dechert and scheinkman bds test results reject i i d behavior various correlation dimension estimates reveal little evidence in favor of a low dimensional attractor in the time series

asymmetric exchange rate exposure theory and evidence abstract this paper tests the hypothesis that exchange rate exposure is asymmetric over appreciation depreciation cycles more specifically it investigates whether returns on nine sector indexes across four major countries are asymmetrically affected by exchange rate movements the results show that in several instances exposure is asymmetric asymmetries are found to be more pronounced in the financial and non cyclical sectors possible theoretical explanations are provided regarding the particular type of exposure found across sectors and countries

the distribution of exchange rate returns and the pricing of currency options an empirical model of the distribution of exchange rate returns based on a combination of the generalized student t distribution and conditional variance specifications is formulated and estimated for four daily bilateral exchange rates over the period 1984 to 1991 the empirical results show that the stylized characteristics of exchange rate returns such as volatility clustering leptokurtosis and skewness are consistently captured by this model in contrast with other model specifications based on more restrictive distributional assumptions implications of the analysis are also investigated for the pricing of currency options including comparisons with black scholes prices

scientific basis for the greenhouse effect the international community may reach agreement to limit carbon emissions as early as i 992 when brazil will host a negotiating convention on climate change europe and japan have already made commitments to place ceilings on future emissions at or below present rates because the cost of switching to alternative fuels could be high with profound implications for long term economic growth especially in developing countries policy action must be based on the view that the science of the greenhouse effect is compelling this essay considers the scientific logic and evidence for the effect from the viewpoint of an economist it draws heavily on the findings of the intergovernmental panel on climate change ipcc i will stress that both the science and the policy discussion so far including by ipcc have focused insufficiently on effects in the very long term on the order of 250 to 300 years

the statistical properties of daily foreign exchange rates 1974 1983 abstract this paper examines the statistical properties of daily rates of change of five foreign currencies from 1974 to 1983 the main purpose is to discriminate between two competing explanations for the observed heavy tails of the distribution that the data are independently drawn from a heavy tail distribution which remains fixed over time and that the data come from distributions which vary over time evidence point to the rejection of the first hypothesis further investigations show that the rejection can be attributed to changing means and variances in the data which can be described by a simple statistical model

international trade and environmental quality a survey abstract international trade has been incorporating various aspects of environmental issues since 1970 the extent to which environmental problems might affect many facets of trade or vice versa has been the subject of considerable debate over these years in this article we have attempted to establish some of the links between international trade and environmental quality by performing a comprehensive literature review we discuss issues such as establishing direct and indirect effects of international trade on environmental quality effects of trade on economic development environmental quality and energy and their relation with each other and finally the role of governments and international organizations in this context studies have so far revealed some linkages between trade and environment through conventional trade theory however interactions between international trade and types of pollution their sink and assimilative capacity need to be analyzed using a general equilibrium approach currently very little knowledge and agreement on the nature of interactions between trade theories development process and environmental quality exist existing studies have shown that the structure of environmental regulations should be modified to reflect the existence of trade under imperfect competition therefore further research on the interaction between new trade theory and environmental regulation is needed also theoretical and quantitative analysis regarding the effects of environmental regulations on competitiveness and location decision is needed the intensity and type of environmental measures vary across issues and countries therefore harmonizing environmental measures creates an inefficient atmosphere and to assume that trade restrictions will either improve or reverse the environmental damages is a serious mistake given the dynamic and intricate nature of the problem trade and environment debate continues despite vast research and poses a challenge for researchers and policy makers in the foreseeable future

bear squeezes volatility spillovers and speculative attacks in the hyperinflation 1920s foreign exchange abstract this paper examines some of the characteristics of the foreign exchange market in the 1920s floating period nominal returns appear to exhibit properties consistent with asset prices on modern more well organized financial markets i e they appear to be well described by martingales and possess persistent time dependent heteroscedasticity in order to deal with the extreme kurtosis in the exchange rate series we use robust inferential methods to test for volatility spillovers and shocks that might effect subsequent mean returns apart from some particularly abnormal bear squeeze episodes the markets appear remarkably efficient

brazilian policies that encourage deforestation in the amazon this paper shows that general tax policies special tax incentives the rules of land allocation and the agricultural credit system all accelerate deforestation in the amazon these policies increase the size of land holdings and reduce the chances of the poor to become farmers the following are the key provisions i the virtual exemption of agricultural income from income taxation makes agriculture a tax shelter ii rules of public land allocation provide incentives for deforestation because the rules used in determining the security of a claim and its land area encourage land clearing iii the progressive land tax contains provisions that encourage the conversion of forest to crop land or pasture iv the tax credit scheme aimed toward corporate livestock ranches subsidizes inefficient ranches established on cleared forest land and v subsidized credit is available for sudam approved ranches

using option prices to estimate realignment probabilities in the european monetary system the case of sterling mark abstract this paper describes a procedure for estimating the market s perceived probability distribution of future exchange rates from the prices of risk reversals strangles and other currency options and uses the procedure to estimate the risk neutral ex ante probability of a realignment of the pound sterling the procedure for estimating the realignment probabilities relies on the jump diffusion model of exchange rate behavior and the resulting option pricing formula by fitting this model to market option price data i retrieve the unobserved parameters of the jump diffusion process i then use these parameter estimates to estimate the ex ante probability distribution of exchange rates and thus the realignment probabilities

central bank interventions and exchange rate band regimes abstract this paper presents an endogenous switching regression model for the exchange rate process where the switch is defined by the central bank criteria functions for intervening we study the signal effect of interventions on the exchange rate using norwegian daily data on official interventions we first find that interventions seemed to have been more effective in moving the exchange rate in the expected desired direction in the regime when the exchange rate was kept away from the edges of the band this type of intervention regime also reduces significantly the conditional volatility of the exchange rate thus when the exchange rate was near the weakest edge of the currency band its conditional variance was significantly larger than when it was moving around its central parity finally we show that in order to obtain consistent estimates intervention variables cannot enter as exogenous variables in the conditional mean or conditional variance of the exchange rate

do macro economic news announcements affect the volatility of foreign exchange rates some evidence from australia this paper investigates the role of australian macro economic announcement news on five major australian dollar aud exchange rates specifically the daily changes of the exchange rates are modelled to ascertain the existence and the nature of the news effects in the conditional mean and variance of the changes it is found that a higher than expected current account deficit and unemployment rate announcements depreciated the aud and an unexpectedly higher gdp growth announcement appreciated it current account deficit cpi and unemployment news announcements significantly raised the conditional volatility of the changes of the aud on the days of their announcements except for the bp aud for the cpi news and there is some evidence of retail sales news reducing it in general the evidence is consistent with a view that a release of new information creates uncertainty in the markets due to a lack of consensus on the effects of the particular news announcement and the necessary course of action in add

the determinants of foreign exchange intervention by central banks evidence from australia abstract intervention by the reserve bank of australia on foreign exchange markets from 1983 to 1997 is conjectured to have been determined by exchange rate trend correction exchange rate volatility smoothing the us and australian overnight interest rate differentials profitability and foreign currency reserve inventory considerations using probit and friction models we show that these factors were significant influences on intervention behavior consistent with the constraint of intervening only when a clear trend is apparent we find that above average measures of deviations from trend and of volatility muted the response of the reserve bank

external economies and trade an empirical analysis in recent international trade literature external economies are taking center stage as a determinant of comparative advantage in manufacturing industries several recent trade models have focused on learning or human capital development as the primary source of external economies a young develops a model of dynamic comparative advantage with external economies at the industry level based on learning curves r e lucas and n l stokey both focus on external effects of human capital accumulation at the societal level as an engine of growth and examine the trade and development implications 2 conducting empirical studies on models involving external effects of human capital poses the challenge of how to quantify such effects lucas suggests that the solution to this problem may be found by examining the urbanization economies inherent in cities 3 lucas is not alone in drawing a parallel between urban rural trade and international trade p r krugman exhorts trade economists to study local and regional trade as a guide to international specialization 4 like lucas krugman points to the possibilities of solving data problems if we want to understand international specialization a good place to start is with local specialization the data will be better and pose fewer problems of compatibility and the underlying economic forces will be less distorted by government policies 5 this study tests the ability of urban production data to explain international trade between the united states and developing countries a factor proportions model with external economies is used to explain trade patterns i use u s urban production data to measure the effect of differences in endowments of the factors generating external economies the model performs well the interesting result is the strength of the external factors as measured by the urban production variable in explaining international trade this result supports lucas s

sources of increased instability in indian and u s cereal production recent growth in indian and u s cereal production has been accompanied by a more than proportional increase in the standard deviation of production this study applies variance decomposition procedures to state data on crop production to analyze the sources of this increased instability it is found that production has become significantly more covariate between states and crops largely because of increased yield variability and a loss in offsetting patterns of variation between crop yields in different states these changes may be associated with more variable prices with higher yielding technologies and with a narrowing of the genetic base

deutsche mark dollar volatility intraday activity patterns macroeconomic announcements and longer run dependencies this paper provides a detailed characterization of the volatility in the deutsche mark dollar foreign exchange market using an annual sample of five minute returns the approach captures the intraday activity patterns the macroeconomic announcements and the volatility persistence arch known from daily returns the different features are separately quantified and shown to account for a substantial fraction of return variability both at the intraday and daily level the implications of the results for the interpretation of the fundamental driving forces behind the volatility process is also discussed the efficient market hypothesis contends that financial asset prices provide rational assessments of fundamental values and future payoffs by implication price changes should reflect the arrival and processing of all relevant new information however the proportion of return variability that can be ascribed to public news announcements is low for example cutler poterba and summers 1989 find that even the largest daily price changes in the stock market generally cannot be associated with any significant economic news 1 moreover proxies for the flow of public information e g the number of news items released by reuter s news service berry and hiowe 1994 or dow jones company mitchell and mulherin 1994 explain little of the overall variation thus if private information is ruled out proponents of rational price formation have to assert the existence of important news items

a nonlinear stochastic rational expectations model of exchange rates abstract this paper constructs an example of a nonlinear stochastic rational expectations exchange rate with an explicit solution which is consistent with nonlinearities in short term movements in exchange rates the model consists of risk neutral agents who know the intervention rule of the central bank the resulting exchange rate switches between two linear stochastic processes one when intervention is present and another when intervention is absent nonlinearity enters through the probability of intervention which is time varying and depends on past outcomes this model is consistent with the empirical observations that the rate of change of the exchange rate has little autocorrelation but it exhibits strong nonlinear dependence and its variance changes over time jel j31 g15

the risk premium of volatility implicit in currency options this article provides an empirical investigation of the risk neutral variance process and the market price of variance risk implied in the foreign currency options market there are three principal contributions first the parameters of heston s mean reverting square root stochastic volatility model are estimated using dollar mark option prices from 1987 to 1992 second it is shown that these implied parameters can be combined with historical moments of the dollar mark exchange rate to deduce an estimate of the market price of variance risk these estimates are found to be nonzero time varying and of sufficient magnitude to imply that the compensation for variance risk is a significant component of the risk premia in the currency market finally the out of sample test suggests that the historical variance and the hull and white implied variance contain no more information than that imbedded in the heston implied variance

multivariate nearest neighbour forecasts of ems exchange rates exchange rate modelling has been a persistent puzzle for international economists forecasts from popular models for the exchange rate generally fail to improve upon the random walk out of sample while a multivariate nonparametric approach provides useful information about exchange rates the model produces forecasts superior to the random walk for only one of the three ems currencies examined using a statistic developed in mizrach 1991 i find that the forecast improvement a 4 5 percent reduction in mean squared error for the lira in daily returns is not statistically significant a cross validation exercise suggests that the improvement is also not robust

talking heads the effects of ecb statements on the euro dollar exchange rate abstract this paper studies the reaction of the conditional mean and volatility of the euro dollar exchange rate to statements by european central bank and national central bank officials we focus on comments on monetary policy and the external value of the euro we find that the bundesbank has dominated the news coverage we conclude that ecb statements have mainly influenced conditional volatility in some cases there are effects of statements on the conditional mean of the euro dollar exchange rate efforts to talk up the euro have generally not been successful there is also evidence of asymmetric reactions to news

comparative forecasting performance of symmetric and asymmetric conditional volatility models of an exchange rate abstract the relative out of sample forecasting quality of symmetric and asymmetric conditional volatility models of an exchange rate differs according to the symmetric and asymmetric evaluation criteria both symmetric and asymmetric forecast competitors of currency volatility are biased and systematically over predict volatility

why do central banks intervene abstract intervention by central banks in terms of buying and selling foreign currency has been a major activity in recent years this paper investigates the motivations for such policy and the evidence for its effectiveness we use high quality daily data on the dollar amounts of intervention by the central banks of the us and germany we also use information on agreed g7 target levels for the dm and yen nominal exchange rates daily nominal dollar exchange rate returns are well described as a martingale garch process and we find little evidence that the different types of intervention have had much effect on the conditional mean of exchange rate returns there is some evidence that intervention is associated with slight increases in the volatility of exchange rate returns while little evidence is found for the effectiveness of intervention the motivations are more clear in particular from the application of probit analysis we find that the probability of intervention is determined by the magnitude of the deviation of the nominal exchange rate from the agreed target level and to a lesser extent by the current volatility of exchange rates

an options based analysis of emerging market exchange rate expectations brazil s real plan 1994 1999 abstract this paper uses currency option data to investigate market expectations on the brazilian real u s dollar exchange rate from october 1994 through march 1999 we derive implied probability density functions pdf for expected future exchange rates and thus measures of the credibility of the crawling peg and target zone regimes governing the exchange rate target zone credibility was poor prior to february 1996 improved afterwards through september 1997 and later started to worsen again the market anticipated periodic band adjustments and estimated distributions are very sensitive to political and economic news affecting the credibility of the regime

predicting volatility in the foreign exchange market measures of volatility implied in option prices are widely believed to be the best available volatility forecasts in this article we examine the information content and predictive power of implied standard deviations isds derived from chicago mercantile exchange options on foreign currency futures the article finds that statistical time series models even when given the advantage of ex post parameter estimates are outperformed by isds isds however also appear to be biased volatility forecasts using simulations to investigate the robustness of these results the article finds that measurement errors and statistical problems can substantially distort inferences even accounting for these however isds appear to be too variable relative to future volatility it is widely believed that the volatility implied in option prices is the market s best estimate of future volatility after all if it were not one could devise a trading strategy that could generate profits by identifying mispriced options the purpose of this article is to investigate the information content and predictive power of volatility implied in options on foreign currencies the paper focuses on options on currency futures traded on the chicago mercantile exchange cme because of the depth and liquidity of cme futures and options traded side by side in the same market implied standard deviations isds allow for clean tests of the predictive power of implied volatilities early studies of the information content of isds have generally found that these contain substantial information for future volatility latane and rendleman 1976 chiras and manaster 1978 and beckers 1981 for example regress future volatility on the weighted implied volatility across a broad sample of chicago board options exchange cboe stocks and find that options contain volatility forecasts that are more accurate than historical measures 1 these studies performed shortly after the 1973 beginning of the cboe option market could only use a relatively short time span and therefore focused on cross sections rather than time series predictions

continuous time models realized volatilities and testable distributional implications for daily stock returns we provide an empirical framework for assessing the distributional properties of daily speculative returns within the context of the continuous time jump diffusion models traditionally used in asset pricing finance our approach builds directly on recently developed realized variation measures and non parametric jump detection statistics constructed from high frequency intra day data a sequence of simple to implement moment based tests involving various transformations of the daily returns speak directly to the importance of different distributional features and may serve as useful diagnostic tools in the specification of empirically more realistic continuous time asset pricing models on applying the tests to the 30 individual stocks in the dow jones industrial average index we find that it is important to allow for both time varying diffusive volatility jumps and leverage effects to satisfactorily describe the daily stock price dynamics copyright 2009 john wiley sons ltd

a flexible parametric garch model with an application to exchange rates many asset prices including exchange rates exhibit periods of stability punctuated by infrequent substantial often one sided adjustments statistically this generates empirical distributions of exchange rate changes that exhibit high peaks long tails and skewness this paper introduces a garch model with a flexible parametric error distribution based on the exponential generalized beta egb family of distributions applied to daily us dollar exchange rate data for six major currencies evidence based on a comparison of actual and predicted higher order moments and goodness of fit tests favours the garch egb2 model over more conventional garch t and egarch t model alternatives particularly for exchange rate data characterized by skewness copyright 2001 john wiley sons ltd

a conditional variance model for daily deviations of an exchange rate a model for the distribution of daily deviations of an exchange rate is suggested the distribution is gaussian with a variance that depends on previous deviations the model is applied to the exchange rate of the u s dollar to special drawing rights

student t distribution based var mgarch an application of the dcc model on international portfolio risk management significant second moment transmission effects and obvious time varying patterns of correlation coefficients among major equity and currency markets in the us japan and the uk are found to exist such observations inspire the time varying setting of dynamic conditional correlation coefficients in mgarch models on the other hand the multivariate student t distribution is suitable for analysing the visible leptokurtosis that is common in financial markets both are important for international portfolio risk management thus a comparison on the hedging efficiency of hypothetical portfolios consisting of stock and currency future positions is conducted in order to justify the multivariate student t distribution based on the dcc mgarch model

differences between foreign exchange rate regimes the view from the tails abstract in the literature on the empirical unconditional distribution of foreign exchange rate returns there is indication that the type of distribution function is related to the form of exchange rate regime the analysis has been hampered by the nonnestedness of alternative distribution models the paper investigates the issue by means of extremal analysis which allows for a unified treatment in particular we try to sort out whether apparent distributional differences are due to differences in techniques or in regimes jel f31 f33

should patent protection be extended to all developing countries he uruguay round has extended the scope of gatt multilateral trade negotiations well beyond the tariffs that had occupied most previous negotiations in addition to various non tariff barriers which had also been dealt with to a degree in the tokyo round as discussed in deardorff and stern 1983 and 1986 the uruguay round dealt with issues of trade in services international investment and intellectual property since these new issues have conceptually quite different characteristics than the tariffs of previous negotiations it is appropriate to examine them afresh to determine whether the objectives of the uruguay round negotiations can be considered economically sound this paper describes such an analysis for a particular aspect of the intellectual property negotiations patent rights and in the process voices some skepticism about this aspect of the uruguay round s objectives inclusion of trade related intellectual property issues or trips in the uruguay round agenda was done largely at the insistence of the united states firms in the united states have long been concerned that their position at the cutting edge of technological progress was being eroded by unauthorised copying of their intellectual property elsewhere in the world while export of such copied products back into the united states might be restricted under us law this would provide little help in competition with the pirate firms in third country markets

stochastic trends and jumps in ems exchange rates abstract in this paper we study the statistical properties of ems exchange rate returns our findings show that jumps time varying parameters and conditional leptokurtosis are pertinent features in the empirical distributions of ems exchange rate returns allowance for fat tails however tends to reduce the measured frequency of jumps in the distributions to more realistic proportions most successful in capturing the relevant features of ems exchange rate returns is a combined jump garch model with conditionally t distributed innovations jel f31

are the garch models best in out of sample performance abstract out of sample performance of exchange rate volatility model depends on criteria used to measure it the linear garch models cannot generally outperform the nonlinear models in the rmse criterion furthermore the nonparametric kernel model is best in the mae criterion

central bank intervention and foreign exchange rates new evidence from figarch estimations abstract in this paper we investigate the effects of official interventions on the short run evolution and volatility of exchange rates to this aim we rely on a new measure of volatility implied by the figarch model that outperforms the traditionally used garch one it is found that central bank interventions exert an incorrectly signed effect on the levels of exchange rates and tend to increase their volatility in the short run in general our results also show that the traditional garch estimations tend to underestimate the effects in terms of volatility

on jump processes in the foreign exchange and stock markets exchange rates exhibit systematic discontinuities even after allowingfor conditional heteroskedasticity in the diffusion process the results are much more significant in theforeign exchange market than in the stock market which suggests differences in the structure of these markets finally this jump component is shown to explain some of the empirically observed mispricings in the currency options market the objective of this article is to analyze and compare the empirical distribution of returns in the stock market and in the foreign exchange market there are a number of reasons why a better understanding of the stochastic processes driving prices in these markets would be useful many financial models rely heavily on the assumption of a particular stochastic process while relatively little attention is paid to the empirical fit of the postulated distribution as a result models like option pricing models are applied indiscriminately to various markets such as the stock market and the foreign exchange market when the underlying processes may be fundamentally different the foreign exchange market for instance is characterized by active exchange rate man

fiscal policy and external adjustment new evidence abstract relatively little empirical evidence exists about countries external adjustment to changes in fiscal policy and in particular to changes in taxes this paper addresses this question by measuring the effects of tax and government spending shocks on the current account and the real exchange rate in a sample of four industrialized countries our analysis is based on a structural vector autoregression in which the interaction of fiscal variables and macroeconomic aggregates is left unrestricted identification is instead achieved by exploiting the conditional heteroscedasticity of the structural disturbances three main findings emerge i the data provide little support for the twin deficit hypothesis ii the estimated effects of unexpected tax cuts are generally inconsistent with the predictions of standard economic models except for the us and iii the puzzling real depreciation triggered by an expansionary public spending shock is substantially larger in magnitude than predicted by traditional identification approaches

natural resources prices export policies and deforestation the case of sudan abstract environmental destruction is often the result of price policies for primary commodities that determine how individuals will use and abuse natural resources in this paper we analyze how domestic policies under colonial and independent governments in sudan contributed to acacia senegal deforestation and the demise of the international gum arabic trade when primary commodities are produced from environmentally beneficial species such as acacia senegal trees the impact of a declining market for the primary commodity will have economic and ecological repercussions on other sectors in the economy poverty and risk are central to this process

asymmetric volatility transmission in international stock markets abstract the transmission mechanism of price and volatility spillovers across the new york tokyo and london stock markets is investigated the asymmetric impact of good news market advances and bad news market declines on volatility transmission is described by an extended multivariate exponential generalized autoregressive conditionally heteroskedastic egarch model using daily open to close returns we find strong evidence that volatility spillovers in a given market are much more pronounced when the news arriving from the last market to trade is bad a before and after october 1987 crash analysis reveals that the linkages and interactions among the three markets have increased substantially in the post crash era suggesting that national markets have grown more interdependent

short run fluctuations in foreign exchange rates evidence from the data 1973 1979 abstract the paper examines the statistical properties of daily changes in foreign exchange fx rates for nine currencies it finds that these changes are leptokurtotic i e have long tailed and sharp peaked histograms the evidence suggests that this leptokurtosis does not arise from an underlying paretian stable distribution nor from a stationary mixture of normal distributions but rather from normal processes with time varying parameters this finding casts doubt on the validity of many standard techniques t stats arima methods some moving statistics for estimating the time varying parameters are also presented

stock returns and volatility an empirical study of the uk stock market abstract attempts to quantify the relationship between stock returns and volatility have produced conflicting conclusions in recent u s studies our paper examines this issue in the u k context for the first time using daily weekly fortnightly and monthly returns on the financial times all share index from january 1965 to december 1989 volatility estimates are obtained from monthly sample variances and arch models expected returns are shown to have had a positive though not statistically significant relationship with expected volatility the relationship between the unexpected components of the returns and volatility series is less clear we find evidence for a negative relationship but only when volatility expectations are represented by standard deviations

modeling heteroscedasticity in daily foreign exchange rates this article estimates autoregressive conditionally heteroscedastic arch and generalized arch garch models for five foreign currencies using 10 years of daily data a variety of arch and garch specifications a number of nonnormal error densities and a comprehensive set of diagnostic checks it finds that arch and garch models can usually remove all heteroscedasticity in price changes in all five currencies goodness of fit diagnostics indicate that exponential garch with certain nonnormal distributions fits the canadian dollar extremely well and the swiss franc and the deutsche mark reasonably well only one nonnormal distribution fits the japanese yen reasonably well none fit the british pound

conditional volatility and the informational efficiency of the phlx currency options market abstract the relative performance of implied and historical volatility predictors is compared for four exchange rates from 1985 to 1991 for three currencies arch models estimated up to 1989 show that phlx implied volatilities provide specifications for daily conditional variances which can not be significantly improved by using past returns this result is consistent with the informational efficiency of the philadelphia currency options market out of sample forecasts of the average volatility over four week periods are evaluated for 1990 and 1991 once more the implied predictors are superior to historical predictors

the general validity of the heckscher ohlin theorem despite a number of attempts to extend it the heckscher ohlin theorem remains woefully restricted in terms of the generality of the assumptions needed for its proof in its traditional form as a statement about the commodity composition of trade the theorem is valid only in the highly abstract environment of the two factor two good twocountry model that has been the mainstay of trade theory for half a century a weaker version of the theorem involving the factor content of trade rather than its commodity composition has been proved for any number of factors goods and countries but this generality has so far been bought only at the cost of other and perhaps equally restrictive assumptions 2 the purpose of this paper is to provide statements and proofs of the heckscher ohlin h o theorem that are more general than those currently available the approach taken is similar to that used in my 1980 article for an extension of the theory of comparative advantage in terms of correlations between autarky prices and trade in section i i lay out the assumptions on which the analysis is based these assumptions provide the outlines of a reasonably general model in which there may be any numbers of goods and factors and in which factor prices may be equalized or not trade impediments in the form of tariffs or export taxes are permitted though transportation costs are not 3 in section ii i discuss the difficulty of inferring the factor content of trade in a world of unequal factor prices and i provide several alternative definitions of that concept for use later in the paper these together with the assumptions of section i are used in section iii to prove a theorem on the value at autarky prices of the factor content of trade in section iv this theorem is used to prove a first corollary that makes a more direct statement about the pattern of trade it says that worldwide there must be a negative correlation between the factor content of trade by factor and country and the corresponding autarky factor prices it is precisely these autarky factor prices that constitute the ohlin measure of factor scarcity therefore the corollary provides a formal statement of the general idea that countries tend to export the services of those factors which they have in relative abundance and it may be regarded as a generalization of the factor content version of the h o theorem finally a generalization of the commodity version of the theorem is proved in section v the concept of a covariance is generalized university of michigan i have benefitted greatly from the comments of paul degrauwe wolfgang mayer michael mussa carl simon and robert stern as well as others who participated in seminars at the universities of michigan chicago and cincinnati and at the national bureau of economic research an anonymous referee also made valuable comments with additional goods and factor price equalization the theorem runs afoul of the indeterminacy of production and trade noted by paul samuelson 1953 and james melvin 1968 without factor price equalization trade impediments and intermediate production can cause reversals of the pattern of trade as shown in my 1979 article if additional factors and countries are also added it becomes difficult even to state the theorem let alone to prove it 2melvin stated such a theorem for the three good two factor case and jaroslav vanek 1968 proved it for the general case but only by assuming factor price equalization trent bertrand 1972 and jon harkness 1979 were able to drop the factor price equalization assumption but replaced it with restrictions on consumption of either goods or factors by country of origin it is unclear to me however that these restrictions can ever be met in a model that is otherwise plausible harkness 1978 has also used the factor content version of the theorems as the motivation for a regression equation relating commodity trade to factor intensities this bears some resemblance to my analysis below in section v see however james anderson 1981 and edward leamer and harry bowen 1981 who have criticized his result with a reply by harkness 1981 3for ease of exposition i do not allow here for transportation costs these were included in an earlier version of this paper following the technique in my 1980 article

factor proportions relative efficiency and developing countries trade abstract this study attempts to assess the extent to which ldc trade in manufactures can be explained by the factor proportions theory and the economies of scale account on the one hand and by commodity characteristics that affect relative efficiency on the other among the relative efficiency characterictics that affects trade patterns are r d intensity total factor productivity in the more developed countries factory size and some input output measures of the degree to which the industry interacts with the rest of the economy

implied exchange rate distributions evidence from otc option markets abstract this paper uses a rich new dataset of option prices on the dollar mark dollar yen and key ems cross rates to extract the entire risk neutral probability density function pdf over horizons of 1 and 3 months we compare three alternative smoothing methods cubic splines an implied binomial tree trimmed and untrimmed and a mixture of lognormals for transforming option data into the pdf despite their methodological differences the three approaches lead to a similar pdf clearly distinct from the lognormal benchmark and typically characterized by skewness and leptokurtosis we then document a striking positive correlation between skewness in these pdfs and the spot rate the stronger a currency the more expectations are skewed towards a further appreciation of that currency we interpret this finding as a rejection that innovations in these exchange rates are independent of the level or characteristic of a credible target zone explicit or implicit instead this positive correlation is consistent with target zones with endogenous realignment risk we discuss two interpretations of our results on skewness when a currency is stronger the actual probability of further large appreciation is higher or because of risk such states are valued more highly

american garch employee stock option valuation abstract we implement a flexible simulation based approach for the fair value of employee stock option eso that accounts for the vesting period departure risk and voluntary suboptimal early exercise we introduce garch effects on the underlying asset and we analyze the price bias with respect to the constant volatility case we also perform a sensitivity analysis with respect to changes in several eso characteristics we compare this valuation with fas 123 method revealing a fas overvaluation finally we value a real eso plan providing the confidence intervals for the estimated eso prices

regularities in volatility and the price of risk following large stock market movements in the us and japan abstract we examine the effects of large price changes on volatility and the price of risk of two broad stock indices the crsp value weighted index of nyse and amex stocks and the topix of the tokyo stock exchange volatility generally rises after large price changes of either sign but usually revert to pre jump levels within a week or two in contrast the price of risk except for the first day after a jump typically declines following large price increases and rises following large price declines with little apparent tendency to revert toward pre jump levels before the arrival of the next jump

central bank intervention and exchange rate volatility abstract this paper explores the effects of foreign exchange intervention by central banks on the behavior of exchange rates the g 3 central banks have undertaken an unprecedented number of both coordinated and unilateral intervention operations in the last 10 years existing empirical evidence on the effectiveness of intervention is mixed studies using data from the 1970s suggest that intervention operations that do not affect the monetary base have at most a short lived influence on exchange rates but more recent studies indicate that the intervention operations that followed the plaza agreement influenced both the level and variance of exchange rates this paper examines the effects of us german and japanese monetary and intervention policies on dollar mark and dollar yen exchange rate volatility over the 1977 1994 period the results indicate that intervention operations generally increase exchange rate volatility this is particularly true of secret interventions which are those undertaken by central banks without notification of the public overt interventions in the mid 1980s appear to have reduced exchange rate volatility but in other periods and for the 1977 1994 period as a whole central bank intervention is associated with greater exchange rate volatility

correlated arch corrarch modelling the time varying conditional correlation between financial asset returns abstract although the time variation of the conditional correlations of asset returns is a well established stylized fact and of crucial importance for efficient financial decisions there is no explicit general model available for its estimation and forecasting in this paper we propose a bivariate garch covariance structure in which conditional variances can follow any garch type process while conditional correlation is generated by an explicit discrete time stochastic process the corrarch process a high order corrarch can parsimoniously be represented by a corgarch process the model successfully generates the reported stylized facts establishes an autocorrelation structure for correlations and thus provides an explicit framework for out of sample forecasting we provide empirical evidence from the g7 stock market indexes

spread and volatility in spot and forward exchange rates abstract this paper is concerned with modeling the conditional heteroscedasticity of the prediction error of foreign exchange rates as spot and forward rates are cointegrated we use a system of error correction models for mean prediction to predict the variance we use a vibariate generalized autoregressive conditional heteroscedasticity garch model as a function of the spread using daily series for seven currencies we find that unmodeled conditional heteroscedasticity by garch can generally be explained by the squared spread this indicates that as the spread is bigger the exchange rates are more volatile jel f31 c32

exchange rates and fundamentals co movement long run relationships and short run dynamics abstract the present study builds upon the seminal work of engel and west 2005 and in particular on the relationship between exchange rates and fundamentals the paper discusses the well known puzzle that fundamental variables such as money supply and interest rate provide help in predicting changes in floating rates it also tests the theoretical result of engel and west 2005 that in a rational expectations present value model the asset price manifests near random walk behaviour if the fundamentals are i 1 and the factor for discounting future fundamentals is near one the study explores the direction and nature of causal interdependencies among the most widely traded currencies in the world their country specific fundamentals and their us differentials a new var vecm garch multivariate filtering approach is implemented whilst linear and nonlinear non causality is tested and validated on simulated and empirical data the evidence implies that there is no indication of a prevailing causal behaviour and when nonlinear effects are accounted for the pattern of leads and lags changes over time the variations in this linkage can be attributed to parameter instability in structural models which may have little effect on fx forecastability over short horizons yet it is significant for long run cointegrating relationships while it is difficult to reconcile these findings with the rational expectations hypothesis the theory of consistent expectations or bounded rationality matches simulation and empirical findings more efficiently overall fundamentals may be important determinants of fx rates however there may be some other unobservable variables driving the currency rates that current asset pricing models have not yet captured

optimal dynamic hedging portfolios and the currency composition of external debt abstract we present a model which shows that the currency composition of a country s external debt can serve as a hedging instrument against changes in exchange rates and commodity prices because our model permits the second moments to change through time we get a sequence of optimal dynamic hedging portfolios which can be estimated with a multivariate generalized autoregressive conditional heteroskedasticity garch model to illustrate the usefulness of the technique we apply it to indonesia and it is found as expected that indonesia s optimal debt portfolio consists of a much larger proportion of us dollars and a much smaller proportion of japanese yen than they have in their current debt portoflio

the role of exchange rates in intertemporal risk return relations abstract this paper investigates the significance of an intertemporal relation between expected returns on countries stock market portfolios and their risk exposures to the world market portfolio we find that the intertemporal risk return relation differs significantly under different currency denominations the slope coefficient is the largest at around seven when the returns are denominated in japanese yen moderate at about five when the returns are denominated in the canadian or us dollars and the smallest at around three when the returns are denominated in pound or euro and its predecessors the ranking of the risk return coefficients across different currency denominations remains the same when we replace country equity indices with global industry portfolios in estimating the intertemporal relations when we change the return frequency from monthly to daily and when we consider different specifications for the conditional covariance process

ems exchange rate bands a monte carlo investigation of three target zone models abstract a monte carlo analysis is used to compare three target zone models in reproducing some stylized facts of weekly deutsche mark exchange rates in the european monetary system for the period january 1987 august 1992 the models are the standard target zone model a model of infracum intramarginal interventions and a model of unfulfilled realignment expectations compared with the corresponding dollar rates returns on deutsche mark rates exhibit much more non normality which can be generated endogenously by the latter two models and more conditional heteroskedasticity which can be produced simultaneously by the infra cum intramarginal interventions model

a multivariate latent factor decomposition of international bond yield spreads a factor analysis of long term bond spreads is performed by decomposing international interest rate spreads into national and global factors the factors are latent and are assumed to have garch type specifications as well as exhibiting serial dependence an indirect estimator is used to compute estimates of the unknown parameters the sampling performance of this estimator is investigated and compared with an alternative direct estimator based on the kalman predictor the factor model is applied to weekly data on long bond spreads between five countries australia japan germany canada and the uk and the usa over the period 1991 to 1999 the resulting factor decomposition is used to examine the international investor s optimal portfolio decision in a mean variance framework copyright 2000 john wiley sons ltd

a note on intraday foreign exchange volatility and the informational role of quote arrivals abstract the conditional variance for five different hourly foreign exchange rates is modeled using a garch model with the number of incoming quotes as a regressor in the conditional variance equation we find that the number of quotes is positively and significantly related to the volatility of all rates examined the empirical findings support the conjecture of a time consuming information process

an empirical analysis of alternative parametric arch models this paper presents empirical evidence on the effectiveness of eight different parametric arch models in describing daily stock returns twenty seven years of uk daily data on a broad based value weighted stock index are investigated for the period 1971 97 several interesting results are documented overall the results strongly demonstrate the utility of parametric arch models in describing time varying volatility in this market the parameters proxying for asymmetry in models that recognize the asymmetric behaviour of volatility are highly significant in each and every case however the performance of the various parameterizations is often fairly similar with the exception of the multiplicative garch model that performs qualitatively differently on several dimensions of performance the outperformance of any model s is not consistent across different sub periods of the sample suggesting that the optimal choice of a model is period specific the outperformance is also not consistent as we change from in sample inferences to out of sample inferences within the same period copyright 2000 john wiley sons ltd

greenhouse economics learn before you leap in virtually no area of the human enterprise is there more uncertainty than in matters of national defense how well armed trained allied clever and persevering an aggressor might be is often uncertain moreover the nature of an attack the direction of and with what weapons and strategy a strike might be made is normally deliberately concealed in response to this great uncertainty the united states has military bases around the world nuclear submarines patrolling the remotest parts of the oceans missiles poised to strike against any land or airborne target and military satellites orbitin g the entire planet thousands of highly trained intelligence officers filter through the minutia of activities of perceived enemies and prepare elaborate contingency plans the u s has carefully negotiated verifiable international arms control treaties finally it has developed the most advanced and sophisticated weapons and communications technology in the world to serve these functions the cost of this form of military security currently consumes about a third of the united states federal budget indeed the u s has spent in the last decade alone more than 1 5 trillion 1012 dollars to build up an arms apparatus against an enemy whose chance of attacking the u s in the last quarter century was never rated higher than about 3 now consider the stance of the current u s administration on global warming nearly every sector of the american economy could be adversely affected by climatic change and nothing short of our national security and quality of life may be at stake most climatologists believe the chances of unprecedented climate change are at least 50 yet offering as justification the uncertainty in timing and location of the strike the bush administration is doing virtually nothing to prepare a defense against this threat

statistical distributions and the identification of currency crises abstract we use extreme value theory to identify periods of currency crisis for a broad cross section of asian european and latin american countries we argue that our methodology improves upon the more conventional methodology for defining currency crises because fewer parametric assumptions need to be satisfied we compare the incidence of currency crises using the conventional method with the incidence obtained using our method we conclude that identifying currency crises using extreme value theory is a good alternative to the conventional method

the relationship between crude oil spot and futures prices cointegration linear and nonlinear causality the present study investigates the linear and nonlinear causal linkages between daily spot and futures prices for maturities of one two three and four months of west texas intermediate wti crude oil the data cover two periods october 1991 october 1999 and november 1999 october 2007 with the latter being significantly more turbulent apart from the conventional linear granger test we apply a new nonparametric test for nonlinear causality by diks and panchenko after controlling for cointegration in addition to the traditional pairwise analysis we test for causality while correcting for the effects of the other variables to check if any of the observed causality is strictly nonlinear in nature we also examine the nonlinear causal relationships of vecm filtered residuals finally we investigate the hypothesis of nonlinear non causality after controlling for conditional heteroskedasticity in the data using a garch bekk model whilst the linear causal relationships disappear after vecm cointegration filtering nonlinear causal linkages in some cases persist even after garch filtering in both periods this indicates that spot and futures returns may exhibit asymmetric garch effects and or statistically significant higher order conditional moments moreover the results imply that if nonlinear effects are accounted for neither market leads or lags the other consistently videlicet the pattern of leads and lags changes over time

robust tests of forward exchange market efficiency with empirical evidence from the 1920s summary this paper provides a robust statistical approach to testing the unbiasedness hypothesis in forward exchange market efficiency studies the methods we use allow us to work explicitly with levels rather than differenced data they are statistically robust to data distributions with heavy tails and they can be applied to data sets where the frequency of observation and the futures maturity do not coincide in addition our methods allow for stochastic trend non stationarity and general forms of serial dependence the methods are applied to daily data of spot exchange rates and forward exchange rates during the 1920s which marked the first episode of a broadly general floating exchange rate system the tail behaviour of the data is analysed using an adaptive data based method for estimating the tail slope of the density the results confirm the need for the use of robust regression methods we find cointegration between the forward rate and spot rate for the four currencies we consider the belgian and french francs the italian lira and the us dollar all measured against the british pound we find support for a stationary risk premium in the case of the belgian franc the italian lira and the us dollar and we find support for the simple market efficiency hypothesis where the forward rate is an unbiased predictor of the future spot rate and there is a zero mean risk premium in the case of the us dollar

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

world product and income international comparisons of real gross product the volume reports on the third phase of the united nations international comparison project icp the main results provide comparisons of real gross domestic product gdp per capita for thirty four countries in 1975 quantity and price comparisons are given also for personal consumption capital formation and public consumption and further subdivisions of final expenditures on gdp are estimated

the interface between environmental and trade policies last march i gave the frank paish lecture to the society under the title economic life in a greenhouse in my lecture i tried both to survey professional opinion as to some of the possible climatic implications of the greenhouse effect and also to draw out the economic consequences which might follow towards the end of my talk i made reference to some preliminary joint work with randy wigle 2 a colleague at wilfrid laurier university in canada on the global consequences of carbon tax schemes designed to limit and or reduce the build up of co2 emissions a key element underlying the greenhouse effect the written version of the lecture consciously does not reproduce the survey material which made up the first part of the lecture instead it elaborates on the issues raised towards the end it incorporates the work by randy wigle and myself and offers some thoughts on what seems to be a growing issue for the iggos namely the consequences for the international trading system of interactions between trade issues and both future global and current national environmental policies what follows emphasises that if they occur in the next few decades global policy responses3 carbon taxes tradeable permit schemes to environmental concerns will almost certainly have large economic effects among these are likely to be significant effects on trade patterns and trade volumes large interregional effects will also accompany such policies depending upon how such policies are implemented also the i99os may see a growing use of trade measures to achieve objectives set for environmental policies environmental policies towards such countries as brazil the philippines and others where deforestation is a concern may increasingly take the form of threatened trade sanctions unless compliance with global environmental policy objectives occurs 4