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

variations in trading volume return volatility and trading costs evidence on recent price formation models patterns in stock market trading volume trading costs and return volatility are examined using new york stock exchange data from 1988 intraday test results indicate that for actively traded firms trading volume adverse selection costs and return volatility are higher in the first half hour of the day this evidence is inconsistent with the admati and pfleiderer 1988 model which predicts that trading costs are low when volume and return volatility are high interday test results show that for actively traded firms trading volume is low and adverse selection costs are high on monday which is consistent with the predictions of the foster and viswanathan 1990 model academics investors and regulators alike are now intensively focused upon understanding the volatility of asset returns and its relation to trading volume this interest was undoubtedly piqued by the market break of october 1987 a time during which volatility and trading volume reached unprecedented levels but even beforehand researchers observed regular differences in the return process for various hours of the day and days of the week research concerning temporal patterns in stock market volatility and volume falls in two groups studies that document observed patterns and studies that develop models to predict patterns among the studies in the first group are oldfield and rogalski 1980 french and roll 1986 stoll and whaley 1990 harris 1986 and wood mcinish and ord 1985 who report evidence on seasonalities in daily and weekly return variances among the regularities that have been documented using interday data is that volatility is higher when the market is open than when it is closed oldfield and rogalski 1980 french and roll 1986 and stoll and whaley 1990 for example point out significant differences in return volatility between trading

measurement error and misclassification a comparison of survey and administrative data we provide both a theoretical and empirical analysis of the relation between administrative and survey data by distinguishing between different sources of deviations between survey and administrative data we are able to reproduce several stylized facts we illustrate the implications of different error sources for estimation in simple econometric models and find potentially very substantial biases this article shows the sensitivity of some findings in the literature for the assumption that administrative data represent the truth in particular the common finding of substantial mean reversion in survey data largely goes away once we allow for a richer error structure

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

a theory of the dynamics of security returns around market closures numerous empirical studies document patterns in the means and variances of security returns measured over periods that are punctuated by market closures this article develops a multiperiod model in which closures delay the resolution of uncertainty thereby redistributing risk across time and agents since agents are risk averse in the model this redistribution affects the equilibrium price altering risk premia liquidity costs and the degree of informational asymmetry as a consequence closures alter both the means and variances of returns the article demonstrates that closures can generate a variety of mean and variance effects including those that mirror the empirical phenomena numerous empirical studies of security returns have documented patterns in both the mean and the variance of returns interestingly most of these patterns are punctuated by periods in which the market is regularly closed for example the variance of returns from the market close to the market opening is much less than the variance from open to close similarly mean returns over weekends are abnormally low in fact significantly negative relative to daily mean returns during the trading week within a trading day return variances are u shaped with peaks occurring immediately after the market opens and just before it closes 2 further french and roll 1986 examine the variance of tuesday close to thursday close returns during a period in which the market was closed on wednesdays and show that this variance is only slightly greater than half the tuesday close to thursday close variance when the market was open on wednesdays 3 one explanation for the differences in the overnight and trading day variances is that market hours mostly coincide with business hours when

divergence of opinion in complete markets a note we consider an arrow debreu model with agents who have different subjective probabilities in general asset prices will depend only on aggregate consumption and the distribution of subjective probabilities in each state of nature if all agents have identical preferences then an asset with more dispersed subjective probabilities will have a lower price than an asset with less dispersed subjective probabilities if risk aversion does not decline too rapidly it seems that this condition is likely to be met in practice so that increased dispersion of beliefs will generally be associated with reduced asset prices in a given arrow debreu equilibrium there have been several recent investigations concerning the effect of heterogeneous probability beliefs on asset prices most of these investigations have taken place in the context of capm like mean variance models see for example lintner 5 miller 7 williams 10 jarrow 4 and mayshar 6 comparatively little has been done in the analysis of differences of opinion in an arrow debreu contingent claims context rubinstein 8 breeden and litzenberger 2 and breeden 1 have presented nice analyses of asset price determination in an arrow debreu model but most of their results have assumed commonly held probability beliefs in this paper we analyze the impact of divergence of opinion on asset prices in an arrow debreu economy the results serve to generalize the findings of rubinstein and breeden litzenberger to the case of different probability beliefs among the results we establish are 1 in equilibrium asset prices depend only on aggregate consumption and the distribution of subjective probability beliefs 2 asset values are an increasing function of any one individual s probability beliefs 3 an increase in the spread of the probability beliefs of investors may increase or decrease equilibrium asset values depending on the value of a parameter of the utility function however the most likely effect is to decrease the asset values these results are especially interesting in light of the recent empirical work of cragg and malkiel 3 they studied the relationship between ex post return and various measures of risk for common stocks and found that the measure of risk that performed best in their analysis was a measure of divergence of opinion

the volatility of asset returns during trading and nontrading hours some evidence from the foreign exchange markets abstract this paper presents the ratio of the hourly return variance during trading time to the hourly return variance during nontrading time for live currency futures contracts we find that 1 hourly return variances are greater during trading time than during nontrading time 2 hourly return variances are greater during weeknight nontrading time than during weekend nontrading time and 3 the variance ratios are generally highest for the canadian dollar contracts lower for the european currency contracts and lowest for the japanese yen contracts the results suggests that the timing of business hours is an important determinant of the timing of currency futures return volatility

private information trading volume and stock return variances new evidence is provided on the determinants of stock return variances first when the tokyo stock exchange is open on saturday the weekend variance increases weekly variance is unaffected however despite an increase in weekly volume second the listing of u s stocks in tokyo substantially increases the number of trading hours but tokyo volume is negligible for these u s stocks and their 24 hour variance is unaffected the overall results are consistent with the predictions of private information based rational trading models but inconsistent with both the irrational trading noise and public information hypotheses

testing for bubbles in exchange markets a case of sparkling rates this paper investigates the possibility that the observed deviations of major bilateral exchange rates from values implied by market fundamentals are a consequence of rational asset market bubbles when a new econometric methodology for detecting asset market bubbles is used the joint hypothesis of no bubbles and stable autoregressive processes for relative money supplies and real incomes is rejected for the dollar deutsche mark and dollar pound ratesusing monthly data over the period 1973 82 additional tests for coefficient stability and for lack of cointegration between exchange rates and market fundamentals suggest that the bubble findings must be interpreted with care

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

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

the microeconomics of market making this paper examines the influence of risk aversion on the pricing policies of a market maker for securities it is shown that a market maker s bid ask spread can be decomposed into a portion for the known limit orders a risk neutral adjustment for expected market orders and a risk adjustment for market order and inventory value uncertainty it is dem onstrated that a risk averse market maker may set a smaller spread than a risk neutral specialist finally this paper demonstrates the pervasive role of inventory in affecting both the placement and size ofthe spread

differential interpretation of public signals and trade in speculative markets most models of trade in speculative markets assume that agents interpret public information identically we provide empirical evidence on the relation between the volume of trade and stock returns around public announcements and we argue that the evidence is inconsistent with this assumption we then develop a model of trade around public announcements that incorporates differential interpretations and is consistent with the observed volume return relation then we test the standard model of belief revision underlying most models of trade using stock brokerage research analysts earnings forecasts the hypthesis of identical interpretations seems inconsistent with the forecast revisions in these data

on intraday risk premia this article presents a framework for analyzing the dynamic effects of anticipated large demand pressures on asset risk premia we show that large institutions who can time their entry into the market will trade either at the open or during periods of unusual demand pressures we show that if these institutions do enter later in the day they trade in the same direction as institutions which provide liquidity continuously institutions therefore appear to exhibit herding behavior we also explore how changing the uncertainty of demand pressures late in the day affects trading costs throughout the day most financial market investors do not continuously monitor intraday fluctuations in stock prices other activities e g outside employment often take precedence over following the stock market and there are limitations to processing information for example a reader of this page is likely to be unaware of current financial market prices in fact for many investors entry into financial markets occurs once a day or even less frequently given these institutional realities it is of interest to explore how asset markets react when it is known that a set of very large predictable demands will arrive during the afternoon does their arrival affect prices only when they arrive or throughout the day if the price impact is spread out then how do trading costs behave during the day if some traders have the flexibility to time their entry into the market when will they arrive during the day and how will their entry decisions affect asset risk premia if market participants anticipate that demands in the afternoon will be unusually volatile how does this affect the intertemporal behavior of prices and expected returns earlier in the day the primary focus of this article is the development of tractable methodologies that can address these issues

lunch break and intraday volatility of stock returns an hourly data analysis of tokyo and new york stock markets abstract unlike the new york stock exchange the tokyo stock exchange shuts down for a lunch break this paper analyzes effects of this institutional feature on volatility of stock returns we show that the lack of trading itself reduces the volatility

contests with stochastic abilities we consider the properties of perfectly discriminating contests in which players abilities are stochastic but become common knowledge before efforts are expended players whose expected ability is lower than that of their rivals may still earn a positive expected payoff from participating in the contest which may explain why they participate we also show that an increase in the dispersion of a player s own ability generally benefits this player it may benefit or harm his rival but cannot benefit the rival more than it benefits himself we also explore the role of stochastic ability for sequential contests with the same opponent multibattle contests and with varying opponents elimination tournaments and show that it reduces the strong discouragement effects and holdup problems that may otherwise emerge in such games high own ability dispersion selects such players into the contest and favors them in elimination contests jel d72 d74 i introduction manytournamentsarecharacterizedbymultiple rounds with or without the elimination of some candidates in earlier stages of the process of determining a final winner in the political context electionprocessesthatdetermineparty leadersorpoliticalleadersmoregenerallyconsist ofmultipleconteststages intheracefortheu s presidency severalcompetitionstagesgradually narrowdownthenumberofcompetitors 1 inter

long lived private information and imperfect competition we develop a multi period auction model in which multiple privately informed agents strategically exploit their long lived information we show that such traders compete aggressively and cause most of their common private information to be revealed very rapidly in the limit as the interval between auctions approaches zero market depth becomes infinite and all private information is revealed immediately these results are in contrast to those of kyle 1985 in which the monopolistic informed trader causes his information to be incorporated into prices gradually and when the interval between auctions is vanishingly small market depth is constant over time fama 1970 defines a strong form efficient market as one in which security prices fully reflect all available information including both publicly and privately held information in a pioneering and influential article kyle 1985 develops a model in which a single privately informed trader with long lived information optimally exploits his monopoly power over time kyle s 1985 main results are i the informed trader trades in a gradual manner so that his information is incorporated into prices at a slow almost linear rate and ii when auctions are held continuously the depth of the market is constant over time however kyle s 1985 assumption of a single informed trader is strong in the sense that in actual financial markets it is reasonable to expect that at least a few players will have access to private information and will trade in the knowledge that they will face competition with other informed agents in the market 1 we develop a multi period auction model in which multiple strategic informed traders optimally exploit their long lived informational advantage we thus explore the restrictiveness of kyle s assumption of a single informed trader and also examine

non fundamental speculation we study an intertemporal asset market where insiders coexist with non fundamental speculators non fundamental speculators possess no private information on fundamental values of assets but have superior knowledge about some aspect of the market environment we show that the entry of these rational speculators can lead to reductions in market liquidity and in the information content of prices even in an efficient market also equilibrium trades display patterns of empirical interest for example speculators appear to chase trends and lose money after market overreactions while insiders trade as contrarians and profit after such overreactions

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

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