heterogeneous information arrivals and return volatility dynamics uncovering the long run in high frequency returns recent empirical evidence suggests that the interdaily volatility clustering for most speculative returns are best characterized by a slowly mean reverting fractionally integrated process meanwhile much shorter lived volatility dynamics are typically observed with high frequency intradaily returns the present article demonstrates that by interpreting the volatility as a mixture of numerous heterogeneous short run information arrivals the observed volatility process may exhibit long run dependence as such the long memory characteristics constitute an intrinsic feature of the return generating process rather than the manifestation of occasional structural shifts these ideas are confirmed by our analysis of a one year time series of fiveminute deutschemark u s dollar exchange rates among the most puzzling issues is the behavior of volatility while the general properties of volatility remain elusive perhaps the most intriguing feature revealed by empirical work on volatility is its long persistence such behavior has sparked a search almost akin to that for the holy grail for the perfect garch model but the underlying question of why such volatility persistence endures remains unanswered we conjecture that the ability to analyze higher frequency data may be particularly useful in pursuing this issue goodhart and o hara 1997 the pronounced volatility clustering is arguably one of the most striking features of financial price series recorded at daily or weekly intervals and a large body of literature seeking to characterize this aspect of speculative returns has emerged over the past decade 1 at the same time convincing theoretical explanations for the underlying sources of long run persistence in volatility remain elusive the recent advent of comprehensive high frequency andersen is from the j l kellogg graduate school of management of northwestern university bollerslev is from the university of virginia and is a research associate at the national bureau of economic research we gratefully acknowledge the financial support provided by a research grant from the institute for quantitative research in finance the q group special thanks are due to olsen and associates for making the intradaily exchange rate quotes and reuter s news tape available we have received valuable comments from wake epps clive w j granger stephen f gray j huston mcculloch as well as seminar participants at the december 1996 triangle econometrics workshop the 1997 afa meetings in new orleans academia sinica the wharton school usc and georgetown and york universities we remain fully responsible for the content 1 see bollerslev chou and kroner 1992 for a survey of this literature using arch type

voting over economic plans we review and provide motivation for a one sector model of economic growth in which decisions about capital accumulation are made by a political process if it is possible to commit for at least three periods into the future then for any feasible consumption plan there is a perturbation that is majority preferred to it furthermore plans that minimize the maximum vote that can be obtained against them yield a political business cycle if it is impossible to commit voters select the optimal consumption plan for the median voter

monetary policy regimes expected inflation and the response of interest rates to money announcements this paper examines the response of the term structure of interest rates to weekly money announcements estimated responses for both the pre and post october 1979 periods are first presented then two competing hypotheses involving the policy anticipations and expected inflation effects are formally specified and compared with the estimated responses both hypotheses are found to be consistent with the responses but they have sharply different implications about the federal reserve s short run monetary policy by exploiting these different implications additional empirical results focusing directly on the money stock process support the policy anticipations hypothesis

exchange rates and news reply abstract in this reply i arge that the results of my 1982 article in this journal are not affected either at a theoretical or empirical level by longworth s 1984 comments however i also argue that longworth s proposition of including variables pertaining to other countries in empirical market efficiency studies should be investigated further

why interest rates react to money announcements an explanation from the foreign exchange market abstract when the fed announces a money supply greater than had been expected interest rates rise why one explanation is that the market raises its estimate of the future rates of money growth and inflation and bids up nominal interest rates we offer contrary evidence on such days the dollar appreciates not depreciates an alternative explanation is that the market perceives the change in the money stock as a transitory fluctuation that the fed will reverse in the future the anticipated future tightening raises today s real interest rate causes a capital inflow and appreciates the dollar the result in fact observed

the effects of macroeconomic news on high frequency exchange rate behavior this paper studies the high frequency reaction of the dem usd exchange rate to publicly announced macroeconomic information emanating from germany and the u s by us ing data sampled at a five minute frequency we are able to identify significant impacts of most announcements on the exchange rate change in the 15 minutes post announcement although the significance of these effects decreases rapidly as the interval over which the post announcement change in exchange rates is increased the direction of the exchange rate response conforms in general with a reaction function interpretation whereby reac tions to macroeconomic news are driven by the likely operations of monetary authorities in domestic money markets further we detect influences of german monetary policy deci sions on the reaction of the exchange rate and also differences between u s and german announcements in the exchange rate reaction time pattern i introduction this paper studies the high frequency reaction of the dem usd exchange rate to macroeconomic information emanating from germany and the u s specif ically we utilize exchange rate data covering the period 1 1 92 to 31 12 94 sam pled at a five minute frequency to investigate how the major monthly macroe conomic releases from these two countries impact the dem usd the infor mation contained in announcements over this three year period is extracted via a set of market expectation series supplied by money market services interna tional mms 1 our analysis improves on previous work in this area in two main respects first our study is conducted using very high frequency data whereas most earlier work has used exchange rate data sampled at a frequency of a number of hours or more this allows us to construct a very precise characterization of

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

the response of short term interest rates to weekly money announcements each friday at 4 10 p m est the federal reserve announces its estimate of the narrowly defined money stock for the statement week ending nine days previously these money announcements have become one of the main events in financial markcts if for no other reason than the fact that significant movements in interest rates have been associated with large unanticipated changes in the money stock moreover since the late 1970s interest rate fluctuations in response to money stock announcements have dramatically increased over the 1l 2 hour intervals spanning the weekly announcements for example the variance of the change in the threemonth treasury bill yield in the three years since october 1979 is more than thirty times larger than that of the previous two year period l two factors may account for a large portion of the increased volatility of shortterm interest rates first on october 6 1979 the federal reserve adopted a reserve aggregate approach to monetary control replacing a procedure that emphasized stability of short term yields second despite the greater emphasis placed on monetary control the variance of weekly announced changes in the money stock has risen by about 70 percent since late 1979 in turn if greater volatility of announced changes makes future changes more difficult to predict the volatility of unanticipated weekly changes in money would have also increased 2 thus if financial markets are efficient and if weekly money announcements contain relevant information larger unanticipated changes in money may have caused larger fluctuations in interest rates

what defines news in foreign exchange markets abstract this paper examines whether the traditional sets of macro surprises that most of the literature considers are the only sorts of news that can explain exchange rate movements we examine the intra daily influence of a broad set of news reports including variables which are not typically considered fundamentals in the context of standard models of exchange rate determination and ask whether they too help predict exchange rate behavior we also examine whether news not only impacts exchange rates directly but also influences exchange rates via order flow signed trade volume our results indicate that along with the standard fundamentals both non fundamental news and order flow matter suggesting that future models of exchange rate determination ought to include all three types of explanatory variables

exchange rates and news a multi currency approach abstract in this paper a multi currency model is used to investigate the relationship between spot exchange rates forward rates market efficiency and new information it is shown that in a world with more than two countries the error term in the standard market efficiency tests will be correlated across rates it is also shown that the exchange rate can be expressed as a function of factors known in advance which are captured by the forward rate determined in the previous period and news the empirical results presented in the paper tend to support the model s implications

an empirical study of portfolio balance and information effects of order flow on exchange rates abstract we propose a simple structural model of exchange rate determination which is inspired by the analytical framework recently forward by bacchetta and van wincoop 2006 and allows us to disentangle the portfolio balance and information effects of order flow on exchange rates we estimate this model employing an innovative transaction data set that covers all indirect foreign exchange transactions completed in the usd eur market via ebs and reuters between august 2000 and january 2001 our results indicate that the strong contemporaneous correlation between order flow and exchange rates is largely due to portfolio balance effects this result also appears to carry through the four fx intervention events that appear in our sample

the impact of macroeconomic surprises on spot and forward foreign exchange markets abstract this paper evaluates the effects of surprises in 23 types of macroeconomic announcements on foreign exchange rates and on the forward premium several findings emerge first as in the balance of payment framework announcements that convey a decline in consumer demand increase foreign exchange rates second the ppp hypothesis is rejected in favor of portfolio balance effects in determining exchange rates third the behavior of forward premiums is consistent with covered interest rate parity fourth exchange rates respond to announcements related to consumer demand inflation and interest rates but not to the announcements directly related to the general strength of the economy finally among the news releases considered surprises in the treasury budget trade balance and capacity utilization have the strongest influence in the currency market

segmentation and time of day patterns in foreign exchange markets abstract this paper sheds light on a puzzling pattern in spot foreign exchange markets domestic currencies appreciate depreciate systematically during foreign domestic working hours this phenomenon spans many years and several exchange rates and overrides calendar effects we argue that it is mainly due to liquidity and inventory patterns that emerge from the combination of two factors domestic agents tend to be net buyers of foreign currency and to trade mostly in their country s working hours the prevalence of domestic foreign traders demanding the counterpart currency during domestic foreign working hours implies sell price buy price pressure on the domestic currency during domestic foreign working hours

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

money supply announcements interest rates and foreign exchange abstract this paper presents a test of the joint hypothesis that money supply announcements affect the real interest rate and that changes in the real interest rate affect the exchange rate in the short run the test results are consistent with the joint hypothesis for example it is found that announcement of an unexpected jump in the money supply is accompanied by an increase in interest rates and an appreciation of the dollar if the rise in interest rates was entirely due to higher inflationary expectations the dollar should not appreciate

market structure and inefficiency in the foreign exchange market abstract this paper investigates the intradaily operational efficiency of the us foreign exchange market by conducting computer simulation experiments with market structure the numbers of market makers brokers and customers the results indicate significant operational inefficiencies which can be explained by temporary inventory imbalances inherent in a decentralized market the results also suggest that much of this inefficiency could be alleviated through a centralization of price information jel f31 g15

the intraday bid ask spread behaviour of the jpy usd exchange rate in the ebs electronic brokerage system using a sophisticated tool of the periodic generalized autoregressive conditional heteroscedastic p garch model this article investigates the market institutional effects of the determining role of trading activities and exchange rate volatility on the intraday behaviour of the 15 minute jpy usd exchange rate bid ask spreads in the electronic broking service ebs of electronic brokerage market for the period from 1 january 2003 to 31 december 2005 we find that the exchange rate volatility both significantly and positively affects the bid ask spreads while the number of deals and quotation changes negatively affect the bid ask spreads these results are similar to those of past studies we also find that a u shaped pattern exists in the tokyo trading hours and an inverted u shaped pattern in the london trading hours in addition to a round clock inverted u shaped pattern of spread volatility this inverted u shaped pattern may be caused by unexpected news arrivals the spread behaviour of the ebs glo

factor market barriers are trade barriers gains from trade in 1992 abstract this paper argues that some factor market barriers act as trade barriers consequently removal of such barriers can create gains from trade even in countries which already have free trade in goods the basic argument is simple for some types of goods international vertical integration is essential to efficient international trade that is to say for such goods it is cheaper to conduct trade on an intra firm basis rather than an inter firm basis for instance in the u s roughly half of all imports are intra firm in such industries those factor market barriers which raise the cost of foreign control of local assets have the effect of raising the cost of trade consequently removing such barriers can lead to gains from trade

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

market response to the weekly money supply announcements in the 1970s the hypothesis that the weekly announcement of the money supply affects interest rates is examined the announcement effect is interpreted as a policy anticipation effect that is an unanticipated increase in the money supply leads to an increase in interest rates in anticipation of future tightening by the federal reserve estimates of this effect with proxies for the unanticipated change constructed from a survey of money supply forecasts and an arima model indicate that a financial markets respond very quickly to the announcement and b the response was largest when policymakers emphasized the importance of the monetary aggregates financial market participants are careful observers of the weekly money supply announcement and generally agree that the announcement often leads to changes in interest rates this occurs because the announcement leads market participants to revise their expectations both of future federal reserve policy actions and of future economic conditions in this paper we examine the response of yields on treasury bills to the announcement of the money supply and the extent to which that response has varied in the last ten years money supply announcements may affect market interest rates in three ways first actual expansion of the money supply leads to lower interest rates through a liquidity effect however rapid monetary growth which is not anticipated leads market participants to expect the federal reserve to counteract such growth in the future as a consequence there may be a policy anticipation effect which causes higher interest rates in anticipation of future tightening furthermore prolonged rapid monetary growth also creates inflation and inflationary expectations which lead to higher interest rates thus there may exist a third effect the inflationary expectations effect which also leads to higher interest rates our interest in this paper is in the immediate market response to the weekly announcement of the money supply which as we argue below is most likely to be a policy anticipation effect the policy anticipation effect is best described by example suppose that the announced change in the money supply exceeds that which was expected by

exchange rates and news a comment abstract although in a world with more than two countries the error term in standard exchange market efficiency tests will be correlated across exchange rates such information cannot be exploited in tests of market efficiency since the relevant information variables are the same in all equations and thus seemingly unrelated regression estimates are the same as ordinary least squares estimates

flexible exchange rates prices and the role of news lessons from the 1970s recent experience with flexible exchange rate systems has led to renewed interest in the operation of foreign exchange markets as reflected in many recent studies of the principal determinants of exchange rates the 1970s witnessed the dramatic alteration of the international monetary system from a regime of pegged exchange rates which prevailed for about a quarter of a century since the bretton woods conference into a regime of flexible though managed rates as a consequence of the emergence of the new legal and economic system traders national governments and international organisations were confronted with new economic problems choices and instruments during the 1970s ex change rates fluctuated widely and inflation rates accelerated the international monetary system had to accommodate extraordinarily large oil related shocks which affected trade flows in goods and assets huge oil payments had to be recycled uncertainties concerning future developments in international politics reached new heights and the prospects for the world economy got gloomier these developments placed unprecedented pressures on the markets for foreign exchange as well as on other asset markets they were associated with a large slide in the value of the us dollar and resulted in speeding up the creation of new institutions like the european monetary system which provided the formal framework for the management of exchange rates among members

market perceptions of federal reserve policy and the weekly monetary announcements abstract in october 1979 the federal reserve altered its operating procedures emphasizing control of the growth rate of the money stock was the fed able to gain credibility in the market the paper investigates this question by examining the reactions of spot and expected future exchange rates foreign interest rates and long run domestic forward interest rates to the weekly federal reserve announcements of m l both before and after october 1979 the empirical evidence points out that the fed did gain credibility but was unable to establish full credibility the market reactions are consistent with the hypothesis that market participants attached a positive probability to the event that the fed may at some point in the future abandon its money stock targets

us money supply announcements and pacific rim stock markets evidence and implications this paper documents variation across pacific rim countries in the response of equity values to us m1 announcement suprises we relate the difference across countries to measures of capital mobility export trade with the usa foreign exchange and money market arrangements and correlation with the us stock market we find that the response to us m1 suprises is best explained by the country s degree of integration with international capital markets the flexibility of the exchange rate and interest rates may also be significant while the evidence is supportive of the anticipated fed reaction theory of the effect of money announcement suprises the differing response ro m1 shocks across fed policy regimes remains unexplained

floating exchange rates expectations and new information abstract this paper analyzes the relationship between forward exchange rates future spot rates and new information a stochastic model of exchange rate determination is used to formally show how unanticipated changes in the exchange rate determinants or news affect the spot rate the empirical analysis indicates that new information plays an important role in explaining the market forecasting error or difference between the spot rate and the forward rate determined in the previous period

common trends in global volatility abstract this paper investigates the long term patterns in global foreign exchange equity and bond markets in three different trading zones namely japan europe and the united states recent advances in the measurement of volatility from high frequency data are used together with the concepts of fractional integration and cointegration the specific objective is to consider whether there are common trends that drive volatility in the global marketplace this so called commonality in volatility hypothesis is formulated using a cofractional model the results confirm that volatility in all three financial asset markets across all three trading zones share a single common trend which lends itself to interpretation as a global news stream

discount rate changes and the foreign exchange market abstract changes in the discount rate can have associated announcement effects on the foreign exchange value of the dollar only if these changes are not anticipated by the market this paper provides evidence to support this contention specifically discount rate changes made for reasons other than technical adjustments have not been anticipated fully and consequently their announcements have had a significant impact on the dollar s exchange rate furthermore results are obtained that support the hypothesis that unanticipated discount rate changes alter inflationary expectations

commodity prices money surprises and fed credibilit strict monetarist theory in an extreme form holds that excessive money growth or the expectation of future money growth shows up immediately in the rapid inflation of goods prices however it is widely argued that for most goods prices are in fact sticky in the short run and reflect money growth only in the long run if one seeks a sensitive market measure of the perceived looseiless or tightness of monetary policy one must look elsewhere than at the general price level interest rates being determined in quickly adjusting financial markets are free to respond immediately to expectations regarding monetary policy in 1981 and 1982 every friday at 4 10 p m eastern standard time the federal reserve board would announce the money stock for the week ending nine days previously if the announced money stock was different from what the market had been expecting interest rates generally jumped in the same direction clearly they were responding to revisions of the expected future path of the money stock but nominal interest rates are an ambiguous indicator of expectations on the one hand an announced increase in the money stock may be received by the market as indicating a higher

volatility in the foreign currency futures market we examine the volatility implications of around the clock foreign exchange trading with transaction data on futures contracts from the chicago mercantile exchange and the london international financial futures exchange we find higher u s european and u s japanese exchange rate volatilities during u s trading hours and higher european cross rate volatilities during european trading hours while the diclosure of private information through trading may partly explain these volatility patterns we conclude that the increased volatility is more likely driven by macroeconomic news announcements an analysis of inter and intraday data also reveals that volatility increases at times that coincide with the release of u s macroeconomic news article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

the reaction of exchange rates to economic news this paper examines the short run responses of spot exchange rates to several types of economic news survey data are used to divide economic announcements into expected and unexpected components with the latter measuring news the results indicate that exchange rates are systematically related to unexpected money announcements after the october 1979 switch in federal reserve operating procedures but not before this response does not appear to have changed however after the october 1982 federal reserve regime change short run exchange rate movements are not systematically related to news on inflation or real activity

does fomc news increase global fx trading does global currency volume increase on federal open market committee fomc days to test hypotheses of abnormal currency volume on fomc days a new data set from the continuous linked settlement cls bank is used the cls measure captures more than half of the global trading volume in foreign exchange fx markets the evidence shows that fx trading volume increases about 5 in the spot and the spot next market following fomc deliberations the novelty of this result is that the aggregated cls data controls for responses in various derivatives markets a feature that existing studies based on intradaily data for specific trading platforms do not consider