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

international coordination of trade and domestic policies the past half century has seen a dramatic multilateral reduction in tariff barriers under general agreement on tariffs and trade gatt negotiations however as tariff barriers have fallen attention has shifted to the use of domestic policies as secondary trade barriers a primary concern is that as countries sign trade agreements that constrain their ability to pursue trade goals through trade policy there will be unilateral incentives for governments to distort their domestic policies as a secondary means of protection 1 increasingly international trade disputes revolve around a country s use of internal regulations as a means of restricting trade the united states has successfully challenged the system of liquor taxes in both japan and korea as discriminating against imported liquor while venezuela and brazil have challenged american standards for reformulated and conventional gasoline as trade protection masquerading as environmentalism gatt contains several articles concerning the international regulation of domestic policies but the question of how to fully incorporate domestic policies within gatt negotiations and other international trade agreements remains contentious indeed at both the ministerial meeting in 1994 at the close of the uruguay round and the recent unsuccessful ministerial conference in seattle many gatt delegates renewed demands for the relationship between trade and various domestic policies e g environmental policy labor standards or competition policy to be examined despite the importance that has recently been placed on international cooperation over domestic policies no theoretical basis exists for considering how to cooperate over both trade and domestic policies within an international agreement previous papers on negotiation over two instruments of protection e g copeland 1989 1990 thomas l hungerford 1991 have assumed asymmetric limitations on cooperation i e they assume that one of the two instruments is either nonobservable or nonnegotiable this paper extends such work by investigating cooperation over two negotiable instruments of protection under symmetric limitations on cooperation and provides insight into the design of international trade agreements that incorporate cooperation over domestic policies i adopt the view that enforcement issues are central to the understanding of international cooperation one of the challenges of international cooperation is the absence of a central authority to enforce the terms of an agreement without access to an external enforcement mechanism international agreements are viable only as long as member countries view continued cooperation to be in their own self interest i e the benefits from cooperating outweigh the potential gains from cheating 2 while the gatt department of economics university of miami p o box 248126 coral gables fl 33124 e mail ederington miami edu i would like to thank bob staiger bob baldwin wolfgang keller phillip mccalman jenny minier seminar participants at the nber conference on trade the environment and natural resources and two anonymous referees for comments on earlier versions of this paper any remaining errors are of course my own for example brian r copeland 1990 examined negotiation over one trade barrier leaving a secondary trade barrier e g nontariff barriers domestic legislation etc to be set noncooperatively he shows that trade liberalization will induce substitution toward the less efficient nonnegotiable instrument of protection due to the unilateral incentives to maintain trade protection facing countries thus within a cooperative framework the two types of barriers serve as imperfect substitutes for each other 2 as stated by kenneth w dam in his review of the gatt institution the best guarantee that a commitment of any kind will be kept particularly in an international setting where courts are of limited importance and even more important marshals and jails are nonexistent is that the parties continue to view adherence to their agreement in their mutual interest thus the gatt system unlike most legal systems is not designed to exclude self help in the form of retaliation rather retaliation subjected to established procedures and kept within prescribed bounds is made the heart of the gatt system dam 1970 pp 80 81

testing for nonlinear dependence in daily foreign exchange rates the purpose of this article is to investigate whether daily changes in five major foreign exchange rates contain any nonlinearities although the data contain no linear correlation evidence indicates the presence of substantial nonlinearity in a multiplicative rather than additive form further examination reveals that a generalized autoregressive conditional heteroskedasticity model can explain a large part of the nonlinearities for all five exchange rates copyright 1989 by the university of chicago

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

transfer pricing in a dynamic marketing operations interface abstract a transfer price mechanism is proposed to coordinate the strategies of the marketing and operations functional areas operating in a dynamic interface environment in a decentralized firm marketing and operations are strategic decision makers in a differential game in which marketing has price and advertising and operations has production as control variables and advertising goodwill and production backlog are state variables a constant transfer price is entered into the objective functionals for marketing and operations and subgame perfect feedback strategies are derived for price advertising and production as functions of the state variables the feedback strategies allow a solution for the dynamic system involving goodwill and backlog and the total payoff to the firm the sum of the payoffs to marketing and operations is determined as a function of the transfer price finally for certain parameter conditions an interior maximum of the payoff function is achieved and the optimal transfer price is identified

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

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 asset pricing and portfolio diversification with time varying risk we test the conditional capital asset pricing model capm for the world s eight largest equity markets using a parsimonious generalized autoregressive conditional heteroskedasticity garch parameterization our methodology can be applied simultaneously to many assets and at the same time accommodate general dynamics of the conditional moments the evidence supports most of the pricing restrictions of the model but some of the variation in risk adjusted excess returns remains predictable during periods of high interest rates our estimates indicate that although severe market declines are contagious the expected gains from international diversification for a u s investor average 2 11 percent per year and have not significantly declined over the last two decades

product quality consumption externalities and the role of national treatment abstract article iii of the wto national treatment limits domestic policy in an effort to curtail protectionist discrimination against foreign products in this paper we examine the role of national treatment and prominent article xx exceptions when goods are vertically differentiated and generate consumption externalities we study the domestic policy choices of two countries first stage problem and quantity and price equilibria in two product markets second stage problem under a strict application of article iii and compare them to the policy choices and product market equilibria prevailing when countries can misrepresent external damages and discriminate while one may expect that high externalities would lead to a greater need for exceptions to equal treatment we show that this is often not the case and furthermore that non discrimination can lead to a cleaner world environment

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

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

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

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

is the wto passe the wto has delivered policy outcomes that are very different from those likely to emerge out of the recent wave of preferential trade agreements ptas should economists see this as an efficient institutional hand off where the wto has carried trade liberalization as far as it can manage and is now passing the baton to ptas to finish the job this paper surveys a growing economics literature on international trade agreements and argues on this basis that the wto is not passe rather and subject to some caveats this survey of research to date suggests that the wto warrants strong support while a more cautious view of ptas seems appropriate

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

the burden of proof in trade disputes and the environment the wto leaves discretion over environmental policies to its members but requests that a fundamental non discrimination principle is respected national treatment nt the provision seeks to prevent protectionist use of domestic policy instruments requesting that when an imported product is sufficiently similar to a domestic product they are treated identically wto adjudicators will often face severe informational problems in environmental disputes important for the practical implementation of nt is therefore the allocation of the burden of proof bop this paper highlights basic implications of the bop for the occurrence of judicial errors for the environment and for welfare using a setting where nt serves its intended role of supporting negotiated tariff liberalization the paper suggests that nt may indeed constrain environmental policies but that this may be desirable from an efficiency point of view also bop rules that benefit the environment may not benefit global welfare and conversely

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

market structure and market access the authors examine an issue at the nexus of domestic competition policy and international trade the interaction between goods trade and market power in domestic trade and distribution sectors theory suggests a set of linkages between service sector competition and goods trade supported by econometrics involving imports of 22 oecd countries compared with 69 exporters competition in services affects the volume of goods trade additionally because of interaction between tariffs and competition the market structure of the domestic service sector becomes increasingly important as tariffs are reduced empirically service competition apparently matters most for exporters in smaller poorer countries the results also suggest that while negotiated agreements leading to cross border services liberalization may boost goods trade as well they may also lead to a fall in goods trade when such liberalization involves foreign direct investment leading to increased service sector concentration

volatility persistence and stock valuations some empirical evidence using garch summary in this paper issues of volatility persistence and the changing risk premium in the stock market are investigated using the garch estimation technique we get a point estimate of the index of relative risk aversion of 4 5 and confirm the existence of changing equity premiums in the us during 1962 1985 the persistence of shocks to the stock return volatility is so high that the data cannot reject a non stationary volatility process specification the results of this paper are consistent with malkiel and pindyck s hypothesis that it is the unforseen rise ini the investment uncertainty during 1974 that causes the market to plunge

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

are real interest rates equal across countries an empirical investigation of international parity conditions this paper conducts empirical tests of the equality of real interest rates across countries the empirical evidence strongly rejects the hypothesis of real rate equality and the joint hypotheses of uncovered interest parity and ex ante relative ppp or the unbiasedness of forward rate forecasts and ex ante relative ppp the evidence suggests that it is worth studying open economy macroeconomic models which allow 1 domestic real rates to differ from world rates 2 time varying risk premiums in the forward market or 3 deviations from ex ante relative ppp the relationship of real interest rates across countries is of central importance to our understanding of open economy macroeconomics in some models where there is costless international arbitrage in goods and financial assets real interest rates for comparable securities should be equal across countries this has been a feature of much of the early research in the monetary approach to exchange rates e g frenkel 11 and bilson 2 on the other hand finance theory indicates that risk premia may well differ for comparable securities denominated in different currencies solnick 27 roll and solnick 26 stulz 28 fama and farber 7 hansen and hodrick 17 and dornbusch 6 and more recent theoretical models in the exchange rate literature such as dornbusch 5 frankel 10 and mussa 24 depend on real rates differing between countries in the short run the proposition that real rates are equal across countries is worth studying

fair transfer price and inventory holding policies in two enterprise supply chains abstract a key issue in supply chain optimisation involving multiple enterprises is the determination of policies that optimise the performance of the supply chain as a whole while ensuring adequate rewards for each participant in this paper we present a mathematical programming formulation for fair optimised profit distribution between echelons in a general multi enterprise supply chain the proposed formulation is based on an approach applying the nash bargaining solution for finding optimal multi partner profit levels subject to given minimum echelon profit requirements the overall problem is first formulated as a mixed integer non linear programming minlp model a spatial and binary variable branch and bound algorithm is then applied to the above problem based on exact and approximate linearisations of the bilinear terms involved in the model while at each node of the search tree a mixed integer linear programming milp problem is solved the solution comprises inter firm transfer prices production and inventory levels flows of products between echelons and sales profiles the applicability of the proposed approach is demonstrated by a number of illustrative examples based on industrial processes

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

a comparative institutional analysis of agreements on product standards abstract the wto and the eu have chosen two different agreements on product standards while the wto s approach is primarily based on a national treatment nt principle the eu s approach crucially relies on a principle of mutual recognition mr this paper offers a first look at the comparative performance of these two principles we show that standards are imposed for levels of externalities that are too low under nt and too high under mr this suggests that nt should be preferred to mr when the amount of trade in goods characterized by high levels of externalities is large

an operational profit sharing and transfer pricing model for network manufacturing companies abstract new age companies are forging partnerships with other firms to market products that have been assembled through manufacturing activities distributed at different locations these locations belong to more than one company and the product passes through these different sites during its manufacturing stages this manufacturing collaboration is known as network manufacturing according to the network philosophy companies form alliances to manufacture a product and share in its operating profits this paper proposes a framework and methodology for profit sharing and transfer pricing between network companies we propose a paradigm that enables maximization of operating profits by the manufacturing network in its larger supply chain suggesting a departure from the model that maximizes profits for the individual company within the sphere of its own supply chain

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

gray market trade with product information service in global supply chains abstract this paper investigates the economic effects of a product information service when potential consumers who are segmented by their taste exist in gray markets specifically we construct an economic model that considers a multinational firm mnf who expands business to a country and chooses whether to provide information service regarding product characteristics if receiving the information consumers in a specific segment whose taste suits the characteristics have positive utility from consuming the product while those in other segments have no utility by contrast consumers in all segments have positive expected utility before consuming the product without information with these settings we demonstrate that there arises the equilibrium that the mnf provides no information service when gray market trade i e parallel trade is allowed in the country leading to lower consumer welfare than when it is prohibited a primary finding in the equilibrium is that such a situation arises especially when potential consumers are less segmented in this situation the regulator in the country should ban the parallel imports so as to enhance consumer welfare the result is counterintuitive and notable because one might intuitively infer that gray market trade is less desirable when customers are more minutely segmented and the product information service is thus more specific and necessary

national treatment in the gatt the national treatment nt clause is the first line defense in the gatt and in most other trade agreements against opportunistic exploitation of the inevitable incompleteness of the agreement this paper examines the role of nt as it applies to internal taxation under the gatt it is shown that despite severely restricting the freedom to set internal taxes nt may improve government welfare but it will not completely solve the incomplete contract problem it is meant to remedy furthermore it requires a high degree of economic sophistication on behalf of trade negotiators in order for this beneficial effect to materialize

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

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

intrafirm trade arm s length transfer pricing rule and coordination failure abstract this paper demonstrates that uniform imposition of the arm s length principle on transfer pricing leads to coordination failure among countries in terms of economic welfare if the countries trade products in the form of intrafirm transactions by multinational firms mnfs to highlight this implication we first show that imposition of the arm s length principle on an mnf induces it to transfer a product among subordinate divisions at marginal cost i e the competitive price which is consistent with the purpose of the principle nonetheless if regulators in each country impose the principle on mnfs all of the following economic welfare measures decrease compared with the situation where the principle is not imposed 1 consumer welfare in each of the trading countries 2 profit of each mnf and thus 3 total world economic welfare this result indicates that it is possible that enforcement of the principle has no positive effect at all in the world because economic welfare of all economic agents deteriorates when the principle is imposed a numerical analysis demonstrates that this possibility arises in a broad range of circumstances even including the situation where a giant economic world power and a small underdeveloped country mutually trade products in these circumstances an agreement among trading countries that no country imposes the arm s length principle may encourage pareto improvement of the world economy

tests of rational expectations and no risk premium in forward exchange markets abstract this paper tests the simple efficiency hypothesis i e that traders have rational expectations and charge no risk premium in the forward exchange market it uses a statistical procedure which is consistent under a large class of heteroscedasticity and a set of data which takes into account the institutional features of the forward exchange market the results show that this procedure leads to stronger rejections of the simple efficiency hypothesis than do procedures using the standard assumption of homoscedasticity

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

fixes of the forward discount puzzle regressions of ex post changes in floating exchange rates on appropriate interest differentials typically imply that the high interest rate currency tends to appreciate the forward discount puzzle using data from the european monetary system ems the authors find that a large part of the forward discount puzzle vanishes for regimes of fixed exchange rates that is deviations from uncovered interest parity appear to vary in a way that is dependent upon the exchange rate regime by using the many ems realignments the authors are also able to quantify the peso problem copyright 1996 by mit press

domestic policies national sovereignty and international economic institutions to what extent must nations cede control over their economic and social policies if global efe ciency is to be achieved in an interdependent world this question is at the center of the debate over the future role of the wto formerly gatt in the realm of labor and environmental standards in this paper we establish that the market access focus of current wto rules is well equipped to handle the problems associated with choices over labor and environmental standards in principle with relatively modest changes that grant governments more sovereignty not less these rules can deliver globally efe cient outcomes i introduction to what extent must nations cede control over their economic and social policies if global efe ciency is to be achieved in an interdependent world at a broad level this question probes the limits of any international economic institution whether geared toward real or e nancial concerns that is designed to promote global efe ciency while respecting national sovereignty naturally the answer depends upon the particular problem that the institution is meant to solve in other words the answer depends upon the inefe ciency that would arise under unilateral policy choices at a more specie c level this question is at the center of the debate concerning the appropriate scope of the world trade organization wto formerly gatt recently member countries have considered ways to broaden the wto s orientation beyond conventional trade policy measures to include labor and environmental standards there are now initiatives to introduce the issue of labor standards directly onto the negotiating agenda of the wto with the purpose of creating a wto social clause the social clause would specify a set of minimum international labor standards and then permit restrictions to be placed against imports from countries not complying with these minimum standards with regard to environmental policies a wto committee on trade and environment has been established to identify the relationships between trade and environmental measures and to

strategic interaction among nations negotiable and non negotiable trade barriers trade policy is modelled as a two stage game between governments governments choose a negotiable trade barrier in the first stage of the game which is co operative the level of this barrier is treated as a binding commitment in the second stage of the game where the non negotiable trade barrier is chosen non co operatively hence governments choose trade barriers during negotiations with a view to influencing the equilibrium of the non co operative game to follow this proves to be a convenient framework in which to analyse the idea that trade agreements contain loopholes which can be exploited by protectionist governments trade negotiations induce substitution toward less efficient instruments of protection but are nevertheless welfare improving as long as the negotiations are relevant i e the negotiable barrier is actually in use and the two instruments are not perfect substitutes

national treatment at the wto the roles of product and country heterogeneity this paper analyzes the world trade organization s wto s national treatment nt clause in a two country model where quality of goods and or market size are heterogenous across countries when market size is symmetric across countries a reciprocal nt agreement i benefits the high quality country ii hurts the low quality country and iii delivers higher aggregate world welfare however such an agreement can arise in equilibrium if the high quality country s market is relatively bigger and the quality gap between goods is small i e goods are sufficiently alike the qualitative nature of these results does not change when quality is endogenously determined

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

is there a case for non discrimination in the international protection of intellectual property abstract we evaluate the case for non discrimination in international patent protection when trade is not subject to any frictions barriers requiring national treatment nt does not affect the rate of innovation and welfare since unfavorable discrimination suffered abroad by innovators in the absence of nt is fully offset by favorable discrimination enjoyed by them at home when trade barriers exist however such international offsetting in patent protection is incomplete and innovation incentives are actually lower under nt by lumping domestic and foreign patent protection together nt blunts the overall effectiveness of patent protection in incentivizing innovation in the presence of trade barriers

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

national treatment and the optimal regulation of environmental externalities we analyze the role of national treatment in the regulation of environmental product standards for an open economy a social planner uses product standards to control emissions from the consumption of a traded good we show that whether national treatment of standards interferes with welfare maximizing policy depends on the instruments available to the policy maker consumption or emissions tax and differences in the cost of complying with the standard we also highlight the asymmetric incidence of the domestic and import product standard when taxes are suboptimal this asymmetric incidence can also cause welfare maximizing policy to violate national treatment on analyse le role du principe de traitement identique des entites domestiques ou importees dans la reglementation des normes environnementales dans une economie ouverte un gouvernement utilise des normes pour controler les emissions decoulant de la consommation d un produit transige internationalement on montre que le fait que le traitement identique des normes va ou non interferer avec l objectif poursuivi qui est de maximiser le niveau de bien etre va dependre de l ensemble des instruments disponibles pour l architecte des politiques une taxe sur la consommation ou sur les emissions et des differences dans les couts a encourir pour se conformer aux normes on souligne aussi l incidence asymetrique des normes sur les produits domestiques et importes quand les taxes sont sous optimales cette incidence asymetrique peut faire que la politique qui vise la maximisation du bien etre soit en violation du principe de traitement identique

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

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

the time variation of expected returns and volatility in foreign exchange markets this article analyzes the time variation in conditional means and variances of monthly and quarterly excess dollar returns on eurocurrency investments all results are based on a vector autoregression with weekly sampled data on exchange rate changes and forward premiums of three currencies both past exchange rate changes and forward premiums predict future forward market returns moreover past forward premium volatilities predict the volatility of exchange rates expected forward market returns are very variable and persistent and exhibit marked comovements these results carry over to cross rate e g yen mark investments as well

trade disputes and settlement we develop a model of trade agreements with renegotiation and imperfectly verifiable information in equilibrium trade disputes can occur and can be resolved in a variety of ways governments may settle early or trigger a court ruling and in the latter case they may implement the ruling or reach a post ruling settlement the model yields predictions on how the dispute outcome depends on the contracting environment and how it correlates with the optimal contract form we find support for a key prediction of our model using data on the outcomes of actual trade disputes in the general agreement on tariffs and trade world trade organization

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

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

a market driven transfer price for distributed products using mathematical programming a distributed product has its manufacturing activities distributed among many locations these locations could belong to one or more firms in a manufacturing network often components needed to manufacture a distributed product move through different nodes in the network and sometimes across international borders hence a transfer price is needed for the purpose of estimating duties and drawbacks being aware of the fact that transfer price can be used to manipulate taxable profits many countries have instituted rules concerning transfer price estimation for example in the united sates the internal revenue service irs says that the right price is the market value but for many components it is difficult to find a free market similar products may exist in the market but they may have different attributes in such cases it is important to be able to estimate the market driven transfer price given other similar products in the open market we develop a method using a mathematical programming model and providing companies an opportunity to work proactively with the irs in a cooperative manner in order to avoid costly audit and litigation this way companies avoid penalties and also gain certainty regarding tax liability an example illustrating the method is presented

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

dynamic version of the economic lot size model this article originally appeared in management science october 1958 volume 5 number 1 pp 89 96 published by the institute of management sciences a forward algorithm for a solution to the following dynamic version of the economic lot size model is given allowing the possibility of demands for a single item inventory holding charges and setup costs to vary over n periods we desire a minimum total cost inventory management scheme which satisfies known demand in every period disjoint planning horizons are shown to be possible which eliminate the necessity of having data for the full n periods

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

transfer pricing and decentralized dynamic lot sizing in multistage multiproduct production processes abstract this paper presents the use of a transfer pricing system to coordinate business units in a wagner whitin type model for a decentralized lot sizing problem in a dynamic multistage multiproduct environment the paper includes two major proofs 1 a transfer pricing system enabling optimal decentralized lot sizing is characterized the transfer pricing system can be interpreted as a generalization of the reciprocal method or step down allocation method in cost location accounting and 2 based on a wagner whitin type theorem and the kakutani fixed point theorem it is shown that such a transfer pricing system exists

stock returns and volatility most asset pricing models postulate a positive relationship between a stock portfolio s expected returns and risk which is often modeled by the variance of the asset price this paper uses garch in mean models to examine the relationship between mean returns on a stock portfolio and its conditional variance or standard deviation after estimating a variety of models from daily and monthly portfolio return data we conclude that any relationship between mean returns and own variance or standard deviation is weak the results suggest that investors consider some other risk measure to be more important than the variance of portfolio returns