the tail index of exchange rate returns in the literature on the empirical distribution of foreign exchange rates there is now consensus that exchange rate yields are fat tailed three problems however persist 1 which class of distribution functions is most appropriate 2 are the parameters of the distribution invariant over subperiods 3 what are the effects of aggregation over time on the distribution in this paper we employ extreme value theory to shed new light on these questions we apply the theoretical results to ems data

the pricing of foreign currency options this study examines the assumption that the exchange rate follows a log normal probability distribution and it tests whether different stochastic specifications translate into important differences in implied option prices we investigate a class of processes which includes the log normal probability distribution as a limiting case none of the models performs particularly well the main problem appears to be that the volatility estimates from actual exchange rate data are significantly smaller than those implied by observed option prices la formation du prix des options sur des devises etrangeres cette etude examine le pos tulat que le taux de change suit une courbe de probabilite log normale et verifie si des specifications stochastiques differentes se traduisent en des diff6rences importantes dans les prix des options qui en decoulent les auteurs examinent une famille de processus dont le processus log normal est un cas limite aucun des modeles ne donne des resultats particu lierement bons le probleme principal semble etre que la volatilite des evaluations a partir des donnees sur les taux de change reel est plus faible et de maniere significative que celle des evaluations derivees des prix d options observes

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

arbitrage boundaries treasury bills and covered interest parity abstract this paper uses the covered interest parity relationship to define upper and lower arbitrage boundaries on domestic treasury bill t bill rates adapting the methodology for estimating frontier functions empirical tests are specified to determine whether the arbitrage boundaries provide a binding constraint on the behavior of the domestic t bill rate empirical evidence is presented for the covered canadian t bill rate which indicates that at various times the us t bill rate has been a binding lower boundary and the euro us ollar deposit rate has provided a binding upper boundary

automate the identification of technical patterns a k nearest neighbour model approach to explore profitable patterns in historical stock prices ordinarily a promising pattern is selected by rule of thumb and then its performance is verified by comparing the conditional return of t

forecasting foreign exchange rates with an intrinsically nonlinear dynamic speed of adjustment model forecasting foreign exchange rates is an important but difficult process therefore it is important to use a superior forecasting model the paper takes up this criterion and proposes to describe and forecast foreign exchange rates by developing an intrinsically nonlinear model with variable and dynamic speeds of adjustment it is found that the speed of adjusting the random or expected to the equilibrium rate is very slow implying that fiscal policy statistically insignificat and monetary policy statistically significant may be ineffective to induce changes in the adjustment speed we also find that the nonlinear dynamic model improves forecasting performance implying that nonlinearities in the sense of functional forms are exploitable for improved point forecasting of foreign exchange rates

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

trade in imperfectly competitive industries the role of market size and consumer preferences this study presents theoretical and empirical analyses of market size and consumer preference asymmetries to examine the implications of trade and trade policies for imperfectively competitive food manufacturing sectors the results show that the effects of trade reforms on imperfectly competitive product trade are counter intuitive if a significant portion of food trade is attributed to market size and preference asymmetries for example countries with smaller market gain relatively more from trade liberalization than countries with larger markets because export market opportunities are greater for small countries than for large countries

conditional exchange rate volatility and the volume of foreign trade evidence from seven industrialized countries there has long been a concern over the volatility of exchange rates and their impact on the volume of foreign trade however very little attention has been paid to the choice of an appropriate volatility variable as well as the proper specification of the trade equation the sample standard deviation of the exchange rate has been used as a proxy for exchangerate uncertainty in empirical studies that examine the effects of exchange rate uncertainty on the volume of foreign trade see for example akhtar and hilton 1 and gotur 27 these studies have provided conflicting evidence on this issue it has been argued that use of the sample standard deviation is inappropriate because the empirical distribution of exchange rates is not normal 22 10 in this regard subsequent empirical research 12 36 40 41 11 has employed a moving standard deviation of the rate of change of the exchange rate as a proxy for exchange rate uncertainty chowdhury 11 obtained a clear pattern of results that support the hypothesis that the higher volatility of exchange rates led to a reduction in international trade transactions after the breakdown of the bretton woods system in march 1973 other studies have reported ambiguous results 2 the moving standard deviation used in these studies has been criticized in the literature for a ignoring relevant information on the random process generating exchange rates 18 b underestimating the effect of volatility on decisions 52 c distorting the measurement of the volatility variable by smoothing the series 9 and d injecting an element of arbitrariness into the calculation through decisions about the order m of the moving average 43 3

modelling the link between commodity prices and exchange rates the tale of daily data this paper examines daily data on exchange rates and the prices of three commodities traded on the winnipeg commodity exchange the temporal patterns of commodity prices and exchange rates are shown to be similar daily data are significantly non normal with garch models capturing the processes generating the data commodity prices and exchange rates are examined for cointegration using recent tests proposed by johansen and juselius 1990 currency depreciation is shown to granger cause commodity price inflation this information might be useful to central bankers concerned with reducing general price inflation through targeting commodity price inflation it also suggests that macro events have important effects on commodity markets in canada

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

race and gender discrimination in bargaining for a new car more than three hundred paired audits at new car dealerships reveal that dealers quoted significantly lower prices to white males than to black or female test buyers using identical scripted bargaining strategies ancillary evidence suggests that the dealerships disparate treatment of women and blacks may be caused by dealers statistical inferences about consumers reservation prices but the data do not strongly support any single theory of discrimination copyright 1995 by american economic association

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

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

in search of the exchange risk premium a six currency test assuming mean variance optimization abstract a number of authors examining deviations of actual rates of currency depreciation from forward discounts have claimed to find evidence of risk premiums if these deviations are indeed partly due to risk premiums rather than being entirely due to expectational errors then they should be systematically related to those variables on which risk premiums are thought to depend finance theory tells us that if investors optimize with respect to mean and variance the risk premium depends in a specific way on 1 the supplies of assets denominated in the various currencies 2 the variance covariance matrix of the rates of return and 3 the coefficient of risk aversion the null hypothesis of this paper is that the coefficient of risk aversion is zero countries assets are perfect substitutes and risk premiums are nonexistent the alternative hypothesis is that rates of return are systematically related to asset supplies by a macroeconomic portfolio balance function the maximum likelihood technique used dominates previous attempts to find such a relationship in that the parameters of the portfolio balance function are constrained to depend on the variance covariance matrix as the finance theory says they should on the other hand the technique also dominates previous applications of the finance theory in that the expected returns are allowed to vary over time as the macroeconomic portfolio balance theory says they should the paper s finding is a statistical inability to reject the null hypothesis for a portfolio of six currencies although this could be due to low power in the test

the distribution of foreign exchange price changes trading day effects and risk measurement this study investigates the nature of price changes in a variety of major and minor foreign exchange markets the results suggest that the log of price changes over one trading day intervals seems to follow a non normal stable distribution function different measures of location and to lesser extent scale are present for different days of the week dollar denominated price changes are high on mondays and wednesdays and low on thursdays and fridays for all currencies the wednesday thursday result is consistent with the settlement procedures used in foreign exchange transactions in the dollar the friday monday result is consistent with an increase in demand for the dollar prior to the weekend this study offers some previously unavailable results on the nature of price changes in a certain set of speculative markets in particular this is a study of the distributional characteristics of daily and weekly price changes for a number of major and minor foreign exchange markets the results document the existence of non normal stable distributions for price changes in foreign exchange markets these price change distributions differ by day of the week in ways that are only partly attributable to the institutional structure of the market the results of the study are interpreted within the context of understanding how foreign exchange markets operate and within the context of prior studies of stock market data concerned with summarizing the probability distribution of price changes for different intervals including days of the week since bachelier s 1 original treatise that contained the proposition that speculative market prices follow a process that could be described by a normal distribution there have been numerous alternative attempts to describe the stochastic processes which characterize speculative market prices these studies have not resulted in any generalized description of the probability distribution of price changes in such markets indeed the evidence suggests substantial differences in the process among various types of financial instruments the failure to achieve consensus can be traced to the lack of robustness in the statistical procedures employed to estimate processes and to differences in the underlying institutional or economic arrangements which are unique to that market the possibility of differences in the information set used to assess value or differences in technology for transmitting information makes it important to secure additional

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

skewness in financial returns abstract in this paper the symmetry of daily returns is addressed in eight international stock markets and three spot exchange rates tests of symmetry with the sample skewness seem of little value due to the non normality of the returns under alternative non normal distributions the symmetry of the returns cannot be rejected for most markets distribution free procedures do not detect strong asymmetries in most of the series either however some differences between returns below the mean and returns over the mean are observed in several markets

fundamentals and exchange rate prediction revisited this paper measures latent fundamental exchange rates with independent component based rates constructed from a cross section of exchange rates and then uses their deviations from exchange rates to forecast empirical results indicate that the independent component based model and its taylor rule and purchasing power parity augmented models are superior to the random walk in predicting exchange rates these results are robust to several scenarios and are likely to be observed if the us sources and the recursive scheme are applied our results reveal that information regarding the third moment of exchange rate changes is helpful to explain exchange rate movements

time series copulas for heteroskedastic data we propose parametric copulas that capture serial dependence in stationary heteroskedastic time series we suggest copulas for first order markov series and then extend them to higher orders and multivariate series we derive the copula of a volatility proxy based on which we propose new measures of volatility dependence including co movement and spillover in multivariate series in general these depend upon the marginal distributions of the series using exchange rate returns we show that the resulting copula models can capture their marginal distributions more accurately than univariate and multivariate generalized autoregressive conditional heteroskedasticity models and produce more accurate value at risk forecasts

the statistical distribution of exchange rates empirical evidence and economic implications the abundant evidence that changes in exchange rates have distributions with fatter tails than the normal distribution has led researchers to consider non normal distributions including the student the stable paretian and mixtures of distributions this paper compares the empirical fits of three non normal candidates and the normal distribution for daily changes in the logarithms of exchange rates using maximum likelihood estimation of the parameters and chi square goodness of fit tests the student and mixture of two normals provide the best fits but there is evidence that the distribution parameters may vary over time

optimal portfolio selection in a value at risk framework abstract in this paper we develop a portfolio selection model which allocates financial assets by maximising expected return subject to the constraint that the expected maximum loss should meet the value at risk limits set by the risk manager similar to the mean variance approach a performance index like the sharpe index is constructed furthermore when expected returns are assumed to be normally distributed we show that the model provides almost identical results to the mean variance approach we provide an empirical analysis using two risky assets us stocks and bonds the results highlight the influence of both non normal characteristics of the expected return distribution and the length of investment time horizon on the optimal portfolio selection

testing the martingale hypothesis in deutsche mark futures with models specifying the form of heteroscedasticity summary we examine the form of heteroscedasticity in deutsche mark futures price data and compare different specifications of the particular way that the variance is changing over time the martingale hypothesis is tested with daily and weekly rates of change of futures prices for the deutsche mark and some evidence is found against this hypothesis in analyses of daily data from 1981 to 1985 this rejection of the martingale hypothesis may be attributed to trading day effects in foreign currency prices and the resulting day of the week patterns in futures prices when the martingale hypothesis is tested with weekly data the null hypothesis is retained

international interest rate linkages and the exchange rate regime abstract return differentials between instruments denominated in canadian dollars and instruments denominated in american dollars are investigated the study compares the properties of return differentials in the period of fixed exchange rates during the 1960s and in the period of flexible exchange rates during the 1970s and 1980s both real and nominal return differentials are investigated the results indicate that the change in exchange rate regime is not associated with a change in the average level of ex post return differentials between canada and the united states models which predict ex ante return differentials from available information in a rational expectations framework show a surprisingly large amount of structural stability across the regime change the major impact of the flexible exchange rate regime is on the variance of ex post return differentials and not on the average level of ex post or ex ante return differentials jel e42 e58 g15

modelling conditional moments and correlation with the continuous hidden threshold skew normal distribution a key issue in modelling conditional densities of returns of financial assets is the time variation of conditional volatility the classic econometric approach models volatility of returns with the generalized autoregressive conditional heteroscedasticity garch models where the conditional mean and the conditional volatility depend only on historical prices we propose a new family of distributions in which the conditional distribution depends on a latent continuous factor with a continuum of states the distribution has an interpretation in terms of a mixture distribution with time varying mixing probabilities the distribution parameters have economic interpretations in terms of conditional volatilities and correlations of the returns with the hidden continuous state we show empirically that this distribution outperforms its main competitor the mixed normal conditional distribution in terms of capturing the stylized facts known for stock returns namely volatility clustering leverage effect skew

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

international portfolio diversification the basket peg regime abstract the paper compares and contrasts optimal investment strategies in two alternative monetary arrangements namely in the regime with freely floating bilateral exchange rates and the basket peg system it is shown that in the basket peg arrangement investors can form a domestic currency denominated risk free asset of the foreign risk free assets without entering into the forward currency markets furthermore investors have an incentive to hold fewer assets and the structure of capital flows tends to be more volatile but also more predictable in the basket peg system than in the regime with freely floating bilateral exchange rates

the pricing of dollar denominated yen dm warrants abstract this paper investigates the pricing of dollar denominated cross currency warrants options traded in us markets in a black scholes setting we obtain closed form option pricing formulas for european warrants we describe the intuition behind the differences in the properties of these securities versus standard foreign currency options concentrating on parameter sensitivity as well as hedging aspects we show that us cross currency warrants can be hedged using three underlying assets although the fundamental pde involves only one asset this analytical framework is applied to observed prices for at t s nyse traded us yen dm cross currency warrant we examine and attempt to explain the deviations between model and observed prices uncovered by the empirical work we find evidence of misspecification in standard currency option pricing models jel f31

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

statistical study of foreign exchange rates empirical evidence of a price change scaling law and intraday analysis abstract in this paper we present a statistical analysis of four foreign exchange spot rates against the u s dollar with several million intra day prices over 3 years the analysis also includes gold prices and samples of daily foreign exchange prices over 15 years the mean absolute changes of logarithmic prices are found to follow a scaling law against the time interval on which they are measured this empirical law holds although the distributions of the price changes strongly differ for different interval sizes systematic variations of the volatility are found even during business hours by an intra day analysis of price changes seasonal heteroskedasticity is observed with a period of one day as well as one week as the result of an analogous intra week analysis taking this into account is necessary for any future study of intra day price change distributions and their generating process the same type of analysis is also made for the bid ask spreads

tail estimates of east european exchange rates in the literature a consensus exists that distributions of exchange rate returns are fat tailed we use a nonparametric tail index estimator based on extreme value theory to shed light on some of the characteristics of the empirical distribution of black market exchange rate returns for seven east european currencies between 1955 and 1990 focusing on the information in the tails of the distribution we modify an existing tail index estimator to take into account information in both tails the results support the existence of finite second moments in exchange rate returns implicitly the sum stable distribution is rejected

the european exchange rate mechanism and the volatility of the sterling deutschemark exchange rate sterling membership of the erm focused interest on the sterling deutsche mark exchange rate with commentators predicting a reduction in exchange rate volatility this paper analyzes the sterling deutsche mark rate pre and post erm entry and finds that erm membership significantly reduced volatility this reduction in volatility is characterized by the disappearance of arch effects evident prior to erm membership the paper argues that the disappearance of arch is probably associated with a reduction in activity of speculators particularly technical analysts copyright 1993 by royal economic society

exchange rate risk and transactions costs evidence from bid ask spreads abstract this paper develops a model of exchange rate bid ask spreads which is used to examine the relationship between exchange rate risk and volatility and to measure transactions costs the empirical results indicate that market makers judge the probability of exchange rate changes based on both recent and long term volatility and that the second moment alone is not a complete measure of volatility while a proxy for trading volume does not have the expected relationship with spreads weekend and holiday effects conform to theory transactions costs vary over time and seem responsive to the imposition of exchange controls

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

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

bayesian efficiency tests for commodity futures markets the study of asset price behavior and asset market efficiency began with fama s analysis of stock prices since then a multitude of studies have investigated the restrictions on asset price dynamics implied by economic notions of arbitrage and efficient markets the basic issue investigated in asset market efficiency studies is whether the future price of an asset can be predicted accurately enough to earn a forecaster investor a risk adjusted economic profit if yes the asset market is not efficient if no the market is efficient as all currently available information has been incorporated into asset prices in a manner that prevents profitable arbitrage opportunities achieved through accurate forecasting in the majority of studies the null hypothesis of an efficient market is equated to the statistical relationship that asset prices follow a unit root data generating process also referred to as a random walk such a process cannot be predicting in any profitable way because the optimal forecast of future prices is simply the current price the alternative is a stationary data generating process implying the time series of prices tends to revert toward its mean such mean reversion excludes market efficiency because investors observing price deviating from its mean can appropriately buy or sell the asset in anticipation of realizing a profit when the asset price moves back toward its mean the present paper follows this tradition and tests for market effi

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

a model of uk real effective exchange rate behaviour an integrated model of the uk real effective exchange rate is examined which links purchasing power parity with trade flow and asset market mechanisms furthermore time series and econometric analysis using quarterly data from 1972 to 1987 are applied the results obtained are broadly consistent with this model and imply that the uk real effective exchange rate index is constant in the long run

dynamic information spillovers in intraregionally focused spot and forward currency markets abstract this paper proposes an intraregionally focused tri currency modeling framework to investigate dynamic information spillovers across spot and forward exchange rate markets in frontier and emerging country currencies for both price levels and volatilities empirical estimates of structural parameters were obtained using an mgarch mskst model that incorporated the term structure of non deliverable forward ndf and deliverable forward df markets the dominance of regional currencies and the influence of differing forward contract maturities 1 3 6 and 12 months the currencies for nine countries were grouped into three regions northeast asia china korea and taiwan south southeast asia india indonesia and philippines and latin america brazil chile and columbia the currency for each selected country was evaluated within the regionally determined tri currency system we found that ndf markets play a dominant role over df markets with regard to price discovery during periods of tranquility during periods of crisis both ndf and df markets exhibit a more balanced impact on currency market price discovery mechanisms in addition distinct differences were observed across regions currencies in northeast asia were shown to be affected by the chinese renminbi during periods of crisis and the indian rupee could be regarded as the dominant currency in south southeast asia no robust results were obtained with regard to the dominance of currencies in latin america finally our results also suggest important distinctions between the effect of various instrument maturities on ndf and df market returns with df returns being more responsive to longer maturities 6 months and 12 months during tranquil periods ndf returns are more responsive to shorter maturities but during crisis periods this effect is diminished

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

optimal hedged portfolios the case of jump diffusion risks abstract the paper derives rules for optimal hedged portfolios when the foreign spot exchange rate changes follow a mixed jump diffusion process the paper shows that the sign of the third order derivative of the utility function plays a crucial role in differentiating the jump risk from the diffusion risk the result of the paper is compared to earlier ones under a diffusion process for the foreign exchange rate changes the paper also draws some important implications along the line of the issue of the time varying risk premiums in the foreign exchange market jel 431

student debt income based repayment and self employment evidence from nlsy 1997 and nfcs 2015 based on the income risk hypothesis we test whether those with higher student debt are less likely to be self employed we also test if the income based repayment programme increases the odds of s

misspecification and the pricing and hedging of long term foreign currency options abstract this study examines the effects of stochastic volatility upon the pricing and hedging of long term foreign currency options the traditional method of pricing such options uses a constant volatility option model with an implicit volatility derived from a short term traded option we show that the traditional method leads to small pricing errors for short and medium term options but does a poor job in pricing long term options the traditional method also does a poor job for all maturities in determining the derivatives of the option s value with respect to the exchange rate delta and the volatility vega the errors in calculating these derivatives which are used in forming the replicating portfolio lead to large and costly errors in error hedging

the quality of bank forecasts the dollar pound exchange rate 1990 1993 abstract a general framework for examining the quality of currency forecasts is described this framework incorporates existing accuracy measures and modifies them to give components of accuracy that are appropriate for statistically derived and judgementally based forecasts the framework is described and applied to one week ahead us uk forecasts from three major banks over a three year period between 1990 and 1993 the results suggest that while overall forecast performance was poor some aspects of the predictions could still be useful in a practical setting

implications of nonlinear dynamics for financial risk management this paper demonstrates that when log price changes are not iid their conditional density may be more accurate than their unconditional density for describing short term behavior using the bds test of independence and identical distribution daily log price changes in four currency futures contracts are found to be not iid while there appear to be no predictable conditional mean changes conditional variances are predictable and can be described by an autoregressive volatility model that seems to capture all the departures from independence and identical distribution based on this model daily log price changes are decomposed into a predictable part which is described parametrically by the autoregressive volatility model and an unpredictable part which can be modeled by an empirical density either parametrically or nonparametrically this two step seminonparametric method yields a conditional density for daily log price changes which has a number of uses in financial risk management

conditional exchange rate volatility and the volume of international trade evidence from the early 1900s exports from britain to the united states from 1900 to 1940 are examined to ascertain the effect of exchange rate volatility on the volume of trade in addition to using a rolling standard deviation measure of exchange rate uncertainty the conditional variance of the exchange rate series modeled as a generalized autoregressive conditional heteroskedastic process is used to generate an alternative measure of exchange rate uncertainty the results of estimation using the two measures of exchange rate volatility suggest that increases in the volatility of the real exchange rate reduce the volume of trade copyright 1992 by mit press

measuring tail thickness to estimate the stable index α a critique a generalized pareto or simple pareto tail index estimate above 2 has frequently been cited as evidence against infinite variance stable distributions it is demonstrated that this inference is invalid tail index estimates greater than 2 are to be expected for stable distributions with as low as 1 65 the nonregular distribution of the likelihood ratio statistic for a null of normality and an alternative of symmetric stability is tabulated by monte carlo methods and appropriately adjusted for sampling error in repeated tests real stock returns yield a stable of 1 845 and reject iid normality at the 996 level

flexible exchange rates a closer look abstract the stochastic properties of flexible exchange rates are investigated by looking at a sample of intradaily sfr quotes for 231 trading days in 1983 estimated moments of the distribution of returns over five minute intervals often exhibit large changes which are mostly unpredictable even from one day to the next autocorrelation in returns is generally absent even inside a given day specific days of the week do not exhibit any special characteristics during a single day both relative changes in exchange rates as well as their volatility show some distinct patterns

structural change tests in tail behaviour and the asian crisis this paper explores tests of the hypothesis that the tail thickness of a distribution is constant over time using hill s conditional maximum likelihood estimator for the tail index of a distribution tests of tail shape constancy are constructed that allow for an unknown breakpoint the recursive test is shown to be inconsistent in one direction and only a one sided test is recommended specifically the test can be used when the alternative hypothesis is that the tail index decreases over time a rolling and sequential version of the test is consistent in both directions the methods are illustrated on recent stock price data for thailand malaysia and indonesia the period covers the recent asian financial crisis and enables us to assess whether breakpoints in domestic asset return distributions are related to known changes in institutional arrangements in the foreign currency markets of these countries

foreign exchange market efficiency tests implications of recent empirical findings abstract the recent empirical literature on the efficiency of the foreign exchange market has been characterized by strikingly contradictory conclusions drawn from similar empirical evidence these contradictions result because 1 different maintained hypotheses are held and 2 different criteria e g micro versus macroeconomic are used to judge the evidence in this survey we organize the empirical literature under several headings the presence of risk premiums empirical regularities in regression tests profitable trading rules and advanced econometric techniques in integrating this material we consider the implications of the current evidence for investors forecasters policy makers and theorists

exchange rate uncertainty and the demand for u s soybeans this study examines the effects of exchange rate uncertainty on bilateral soybean trade flows and finds that imports for japan france and spain are sensitive to short term variations in nominal bilateral exchange rates this research extends previous work by focusing on bilateral trade for a single commodity using a longer sample period and testing over a variety of model specifications the results suggest that the effects vary across countries depending on access to forward markets the availability of alternative soybean suppliers the degree of market concentration in the domestic soybean processing sector and the degree of currency risk importers are willing to assume the decline in u s agricultural exports during the 1980s has been explained by numerous factors including stagnant world income increased foreign competition the existence of trade barriers and the level of the exchange rate an additional factor exchange rate volatility has received less attention in agricultural trade models since the adoption of the flexible exchange rate system in the early 1970s variability in exchange rates has had a potentially destabilizing impact on trade disruptions in trade can occur because exchange rate variations change the actual price paid or received for traded goods causing adjustments in quantities traded domestic prices or in the timing of sales in order to avoid the effects of variability on profits other longer term effects may occur if exchange rate uncertainty persists to the extent that goods are substitutable such adjustments can be manifested as a sustained preference for domestic suppliers over foreign suppliers or alternative sources of foreign supply may be explored the magnitude of the effect of exchange rate uncertainty on quantity imported is dependent upon inter alia the respective exchange rate elasticities and the importer s response to variability for some goods this magnitude can be substantial the objective of this study is to determine

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

testing long run ppp with infinite variance returns this paper investigates the long run purchasing power parity hypothesis when exchange rate returns and inflation rates are assumed to be heavy tailed stochastic processes more specifically residual based and likelihood ratio based cointegration tests of ppp that explicitly allow for infinite variance innovations are applied to monthly data 1973 1 1999 12 for belgium canada denmark france germany italy japan the netherlands norway spain sweden and the united kingdom our test results are marginally less supportive of ppp when the innovations are assumed to be infinite variance stable processes copyright 2003 john wiley sons ltd

robust non parametric measures of exchange rate variability changes in exchange rates are well known to possess non gaussian distributions yet in testing for differences in exchange rate volatility few researches have examined measures that do not assume gaussian data this paper develops a robust non parametric measure for comparing exchange rate variability across time the measures are applied to monthly exchange rate data to test for differences in exchange rate variability across different monetary policy regimes the comparison show inconsistencies between conclusions based on the classical f test and the robust non parametric equivalent using the robust test for changes in exchange rate variability we do not conclude that variability has increased over time increases in variability do occur but usually only in specific percentiles of the data