is there private information in the fx market the tokyo experiment it is a common view that private information in the foreign exchange market does not exist we provide evidence against this view the evidence comes from the introduction of trading in tokyo over the lunch hour lunch re turn variance doubles with the introduction of trading which cannot be due to public information since the flow of public information did not change with the trading rules having eliminated public information as the cause we exploit the volatility pattern over the whole day to discriminate between the two alternatives private information and pricing errors three key re sults support the predictions of private information models first the vola tility u shape flattens greater revelation over lunch leaves a smaller share for the morning and afternoon second the u shape tilts upward an impli cation of information whose private value is transitory finally the morning exhibits a clear u shape when tokyo closes over lunch and it disappears when trading is introduced

trading patterns and prices in the interbank foreign exchange market the behavior of quote arrivals and bid ask spreads is examined for continuously recorded deutsche mark dollar exchange rate data over time across locations and by market participants a pattern in the intraday spread and intensity of market activity over time is uncovered and related to theories of trading patterns models for the conditional mean and variance of returns and bid ask spreads indicate volatility clustering at high frequencies the proposition that trading intensity has an independent effect on returns volatility is rejected but holds for spread volatility conditional returns volatility is increasing in the size of the spread there is a growing body of theoretical studies on the pattern of trading activity in financial markets with implications for the time series behavior of transactions prices and intensity of trading the empirical literature addressing similar concerns using intraday market data appropriate for such tasks is sparse particularly in the area of the trading of currencies the purpose of this paper is to examine both international patterns of intraday trading activity and the time series properties of returns and bid ask spreads for the deutsche mark dollar exchange rate in the interbank foreign exchange market the goal is to provide information useful in the further development of market microstructure models of trading and to compare empirical findings against theoretical results already in existence the foreign exchange market is in operation twenty four hours a day seven

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

scale economies and optimal size in the swiss gas distribution sector this paper studies the cost structure of swiss gas distribution utilities several econometric models are applied to a panel of 26 companies over 1996 2000 our main objective is to estimate the optimal size and scale economies of the industry and to study their possible variation with respect to network characteristics the results indicate the presence of unexploited scale economies however very large companies in the sample and companies with a disproportionate mixture of output and density present an exception furthermore the estimated optimal size for majority of companies in the sample has shown a value far greater than the actual size suggesting remarkable efficiency gains by reorganization of the industry the results also highlight the effect of customer density on optimal size networks with higher density or greater complexity have a lower optimal size

sources of meteor showers and heat waves in the foreign exchange market abstract we examine the role that news and heterogeneous expectations play in the persistence of exchange rate volatility or so called meteor shower effects our empirical focus is on the u s trade balance news which is shown to have a significant and persisting effect on the exchange rate and its conditional variance furthermore the impact of u s trade balance news is not isolated to the u s foreign exchange market the degree to which u s trade balance news affects other geographical market locations is functionally related to heterogeneous priors

common persistence in conditional variances since the introduction of the autoregressive conditional heteroskedastic arch model in engle 1982 numerous applications of this modeling strategy have already appeared a common finding in many of these studies with high frequency financial or monetary data concerns the presence of an approximate unit root in the autoregressive polynomial in the univariate time series representation for the conditional second order moments of the process as in the so called integrated generalized arch igarch class of models proposed in engle and bollerslev 1986 in the igarch models shocks to the conditional variance are persistent in the sense that they remain important for forecasts of all horizons this idea is readily extended to a multivariate framework even though many time series may exhibit persistence in variance it is likely that several different variables share the same common long run component in that situation the variables are naturally defined to be co persistent in variance and the co persistent linear combination is interpretable as a long run relationship conditions for co persistence to occur in the multivariate linear garch model are presented these conditions parallel the conditions for linear co integration in the mean as developed by engle and granger 1987 the presence of co persistence has important implications for asset pricing relationships and in optimal portfolio allocation decisions an empirical example relating to the time series properties of nominal u s dollar exchange rates for the deutschemark and the british pound provides a simple illustration of the ideas

news effects in a high frequency model of the sterling dollar exchange rate this paper uses an extremely high frequency data set on the dollar sterllng exchange rate to investigate the impact of news events on the very short term movements in exchange rates the data set is a continuous record of the quoted price for the exchange rate on the reuters screen as such it records some 130 000 observations over an 8 week period the paper investigates the time series properties of the data using orthodox regression models and then by making allowance for a time varying conditional variance the conclusions vary significantly in moving to this more sophisticated model the exercises are repeated now incorporating news announcement effects letting these affect the level of the exchange rate and then the conditional variance process again it is found that the conclusions are radically altered in moving to the increasingly sophisticated model

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

comovements in volatility in the euro money market abstract this paper assesses the sources of volatility persistence in euro area money market interest rates and the existence of linkages relating volatility dynamics the main findings of the study are as follows firstly there is evidence of stationary long memory of similar degree in all series secondly there is evidence of fractional cointegration relationships relating all series except the overnight rate the common long memory factor analysis points to a two factor volatility curve the most important factor in terms of proportion of total variance explained can be interpreted as a level factor 64 of total variance while the other as a slope factor 13 of total variance impulse response analysis and forecast error variance decomposition finally point to non significant forward transmission of liquidity shocks

how markets process information news releases and volatility we examine the impact of scheduled macroeconomic news announcements on interest rate and foreign exchange futures markets we find these announcements are responsible for most of the observed time of day and day of the week volatility patterns in these markets while the bulk of the price adjustment to a major announcement occurs within the first minute volatility remains substantially higher than normal for roughly fifteen minutes and slightly elevated for several hours nonetheless these subsequent price adjustments are basically independent of the first minute s return we identify those announcements with the greatest impact on these markets we examine the impact on interest rate and foreign exchange markets of scheduled macroeconomic news releases such as the employment report the consumer price index cpi and the producer price index ppi many market participants believe that such announcements have a major impact on financial markets indeed a small industry devoted to predicting the figures to be released in upcoming releases has evolved in recent years with the exception of the weekly money supply figures however the impact of such announcements on financial markets has received scant attention 1 this is doubly surprising given the considerable research interest in market volatility since these news releases are a potential source of much of this volatility consider for instance figure 1 as shown there prices in interest rate and foreign exchange futures markets are much more volatile between 8 30 and 8 35 a m eastern time et than during any other five minute trading period including

behavior of the firm under regulatory constraint a recent article by akira takayama discusses an earlier paper by harvey averch and leland l johnson on fair rate of return regulation of public utilities although takayama p 255 agrees with averch and johnson s general conclusions that a firm will tend to increase its investment with the introduction of an active constraint on its rate of return he criticizes the a j argument as being confusing ambiguous and in error takayama then attempts a clarification and presents a new formulation which leads to the a j result quoted above this comment will discuss several of takayama s criticisms in addition to showing that the so called a j effect cannot be derived from the basic assumptions made by both averch and johnson and takayama 1 we will show that the very assumptions used to prove the a j effect by defining the region of x require an assumption that the a j effect exists in the first place

an investigation of transactions data for nyse stocks using transactions data the behavior of returns and characteristics of trades at the micro level is examined a minute by minute market return series is formed and tested for normality and autocorrelation evidence of differences in return distributions is found among overnight trades trades during the first 30 minutes following the market opening trades at the close and trades during the remainder of the day the latter distribution is found to be normal unusually high returns and standard deviations of returns are found at the beginning and the end of the trading day when the beginningand end of the day effects are omitted autocorrelation in the market return series is reduced substantially a number of patterns in trading are reported this paper empirically investigates the nature of the return generating process and the characteristics of trade size price changes trading frequency and trading interval at the level of individual trades for a large sample of nyse stocks previous studies of market indices have used daily weekly or monthly

firm and interruptible pricing patterns public versus private gas distribution utilities this study presents a model of the determination of firm and interruptible gas pricing patterns for a sample of municipal and private natural gas distribution utilities firm and interruptible gas pricing is widely used by gas distributors as an alternative to peak and off peak pricing how enterprise form affects these pricing patterns is the focus of this study although state regulated municipals are included in the analysis the focus of the investigation is on the difference between state regulated privates and locally regulated unregulated municipals since these are the major options from a public policy perspective the natural gas distribution industry is chosen for study since this industry is largely ignored in the empirical literature the few gas distribution pricing studies that exist are generally quite limited in scope examine the economic efficiency of private gas distributors from a cost and profit perspective or focus upon state regulatory effects on service contracts or private distributors pricing

a transaction data study of weekly and intradaily patterns in stock returns abstract weekly and intradaily patterns in common stock prices are examined using transaction data for large firms negative monday close to close returns accrue between the friday close and the monday open for smaller firms they accrue primarily during the monday trading day for all firms significant weekday differences in intraday returns accrue during the first 45 minutes after the market opens on monday mornings prices drop while on the other weekday mornings they rise otherwise the pattern of intraday returns is similar on all weekdays most notable is an increase in prices on the last trade of the day

empirical tests for the effect of regulation on firm and interruptible gas service this paper argues that firm and interruptible natural gas prices are comparable to peak and off peak prices in the electric utility industry and the observed patterns of firm interruptible natural gas contracts are not a random occurrence but are a function of systematic variation in factors which characterize or delineate the various natural gas distribution systems and that these factors are economic in nature one of the most important economic factors is the presence and effectiveness of government regulation more specifically through a proxy test the hypothesis is analyzed that peak prices are reduced by rate of return regulation although there probably are net welfare gains from rate of return regulation the decision to add additional storage capacity is quite sensitive to regulation thus largely offsetting the consumer surplus gained from a lower peak price under regulation

persistence in variance structural change and the garch model this article examines the persistence of the variance as measured by the generalized autoregressive conditional heteroskedasticity garch model in stock return data in particular we investigate the extent to which persistence in variance may be overstated because of the existence of and failure to take account of deterministic structural shifts in the model both an analysis of daily stock return data and a monte carlo simulation experiment confirm the hypothesis that garch measures of persistence in variance are sensitive to this type of model misspecification

reexamination of real business cycles in a small open economy standard dynamic small open economy models have predicted a counterfactual perfectly positive correlation between output and hours worked over the business cycle in addition this class of models exhibits a weak internal propagation mechanism to address these anomalies this paper incorporates intertemporally non separable labor supply and variable capital utilization into the canonical mendoza 1991 model with adjustment costs of net investment our analysis shows that a dynamic technology shock driven small open economy model with internal habit formation in labor hours and endogenous capital utilization is able to account for the main real business cycle regularities of canada after 1981

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

news from the u s and japan which moves the yen dollar exchange rate abstract intra daily movements in the yen dollar exchange rate are examined in four non overlapping segments within each business day from january 1980 to september 1985 the results indicate that the dollar tended to appreciate in the new york segment and depreciate in the european segment in three of the four subsamples considered the tokyo segment made virtually no contribution to annual yen dollar rate movements the volatility of the exchange rate also differed across markets finally in examining the relative effects of news from the u s and japan explicitly u s money announcement surprises had the most consistent effects

intra day and inter market volatility in foreign exchange rates four foreign exchange spot rate series recorded on an hourly basis for a six month period in 1986 are examined a seasonal garch model is developed to describe the time dependent volatility apparent in the percentage nominal return of each currency hourly patterns in volatility are found to be remarkably similar across currencies and appear to be related to the opening and closing of the worlds major markets robust lm tests designed to deal with the extreme leptokurtosis in the data fails to uncover any evidence of misspecification or the presence of volatility spillover effects between the currencies or across markets

the relative efficiency of public and private firms in a regulated environment the case of u s electric utilities abstract the relative efficiency of privately owned and publicly owned electric utilities is investigated using theoretical and econometric models that allow for the effects of both ownership type and regulation the estimation results indicate that the two types of firms are equally cost inefficient in the united states the average effect of inefficiency is to increase the cost of production by 2 4 percent holding output constant inefficiency increases the average quantities demanded of capital and labor and decreases the average quantity demanded of fuel