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

dividend taxes corporate investment and q abstract taxes on corporate distributions have traditionally been regarded as a double tax on corporate income this view implies that while the total effective tax rate on corporate source income affects real economic decisions the distribution of this tax burden between the shareholders and the corporation is irrelevant recent research has suggested an alternative to this traditional view one explanation of why firms in the united states pay dividends in spite of the heavy tax liabilities associated with this form of distribution is that the stock market capitalizes the tax payments associated with corporate distributions this capitalization leaves investors indifferent at the margin between a corporation s decision to pay out dividends or to retain earnings this alternative view holds that while changes in the dividend tax rate will affect shareholder wealth they will have no impact on corporate investment decisions this paper develops econometric tests which distinguish between these two views of dividend taxation by extending tobin s q theory of investment to incorporate taxes at both the corporate and personal levels the implications of each view for corporate investment decisions can be derived the competing views may be tested by comparing the performance of investment equations estimated under each theory s predictions british time series data are particularly appropriate for testing hypotheses about dividend taxes because of the substantial postwar variation in effective tax rates on corporate distributions the econometric results suggest that dividend taxes have important effects on investment decisions

constrained efficiency in the neoclassical growth model with uninsurable idiosyncratic shocks we investigate the welfare properties of the one sector neoclassical growth model with uninsurable idiosyncratic shocks we focus on the notion of constrained efficiency used in the general equilibrium literature our characterization of constrained efficiency uses the first order condition of a constrained planner s problem this condition highlights the margins of relevance for whether capital is too high or too low the factor composition of income of the consumption poor using three calibrations commonly considered in the literature we illustrate that there can be either over or underaccumulation of capital in steady state and that the constrained optimum may or may not be consistent with a nondegenerate long run distribution of wealth for the calibration that roughly matches the income and wealth distribution the constrained inefficiency of the market outcome is rather striking it has much too low a steady state capital stock

endogenous trading constraints with incomplete asset markets abstract this paper endogenizes the borrowing constraints on capital in a production economy with incomplete markets we find that these limits get looser with income a property that is consistent with us data on credit limits the framework with endogenous limits is then used to study the effects of a revenue neutral tax reform that eliminates capital income taxes our results illustrate that it is very important to take into account the effects of tax policies on the limits throughout the transition these effects can be big enough to change the overall conclusion about the desirability of a tax reform

inventory announcements jump dynamics volatility and trading volume in u s energy futures markets abstract this paper applies nonparametric methods to identify jumps in daily futures prices and intraday jumps surrounding inventory announcements of crude oil heating oil and natural gas contracts traded on the new york mercantile exchange the sample period of our intraday data covers january 1990 to january 2008 we have obtained several interesting empirical results 1 large volatility days are often associated with large jump components and large jump components are often associated with the energy information administration s inventory announcement dates 2 the volatility jump component is less persistent than the continuous sample path component 3 volatility and trading volume are higher on days with a jump at the inventory announcement than on days without a jump at the announcement furthermore the intraday volatility returns to normal faster following inventory announcements with jumps than after announcements without jumps

on the optimal progressivity of the income tax code this paper computes the optimal progressivity of the income tax code in a dynamic general equilibrium model with household heterogeneity in which uninsurable labor pro ductivity risk gives rise to a nontrivial income and wealth distribution a progressive tax system serves as a partial substitute for missing insurance markets and enhances an equal distribution of economic welfare these bene cial eects of a progressive tax system have to be traded oagainst the e ciency loss arising from distorting endoge nous labor supply and capital accumulation decisions a determination of the optimal progressivity of the income tax code therefore calls for a quantitative exploration using a utilitarian steady state social welfare criterion we nd that the optimal us income tax is well approximated by a at tax rate of19 5 and a xed deduction of about 3 700 the steady state welfare gains from a fundamental tax reform towards this tax system are equivalent to 0 4 higher consumption in each state of the world an explicit computation of the transition path induced by a reform of the current towards the optimal tax system indicates however that a majority of the population currently alive would suer welfare losses calling into question the political feasibility of such

day of the week effects and asset returns the number of empirical studies using daily stock returns is rapidly increasing researchers generally assume that the distribution of stock returns is identical for all days of the week a convenient statistical assumption but not a necessary condition of market equilibrium nevertheless there are reasons to suspect that the distribution of returns may vary according to the day of the week the most obvious is the impact of weekends on monday s return since monday s return is calculated over three instead of one calender day the mean and variance may well be higher on monday compared with any other daily return perhaps three times as large previous research has examined the daily distribution of stock returns for a monday effect while fama 1965 does not compare daily mean returns he does report that monday s variance is about 20o greater than other daily returns with a traditional distributional assumption regarding the returns on a financial asset specifies that the expected returns are identical for all days of the week contrary to this plausible assumption this paper discovers that the expected returns on common stocks and treasury bills are not constant across days of the week the most notable evidence is for monday s returns where the mean is unusually low or even negative several explanations of the results are investigated but none proves satisfactory aside from documenting significant day of the week effects the implications of the results for tests of market efficiency are examined while market adjusted returns continue to exhibit day of the week effects these effects are no longer concentrated on monday during the last year we have had many conversations with our colleagues throughout the professions we are particularly thankful to the participants at sessions of the western and american finance associations where preliminary versions of this paper were presented special thanks are due to gene fama gailen hite jon ingersoll robert jarrow merton miller clifford smith and rex thompson the expert research assistance of frank rabinovitch and youngsup yun is gratefully acknowledged 1 the list of papers using daily stock returns is too long to name recent examples include charest 1978 dodd 1980 banz 1981 and reinganum 1981

taxing capital not a bad idea after all we quantitatively characterize the optimal capital and labor income tax in an overlapping generations model with idiosyncratic uninsurable income shocks and permanent productivity difierences of households the optimal capital income tax rate is signiflcantly positive at 36 percent the optimal progressive labor income tax is roughly a at tax of 23 percent with a deduction of 7 200 relative to average household income of 42 000 the high optimal capital income tax is mainly driven by the life cycle structure of the model whereas the optimal progressivity of the labor income tax is attributable to the insurance and redistribution role of the tax system jel e62 h21 h24

consensus consumer and intertemporal asset pricing with heterogeneous beliefs le fichier attache est egalement edite dans les cahier de la chaire les particuliers face aux risques de l institut de finance de dauphine cahier n 7 mars 2007

optimal capital income taxation with incomplete markets borrowing constraints and constant discounting for a wide class of infinitely lived agent models chamley has shown that the optimal capital income tax rate is zero in the long run lucas has argued that for the u s economy there is a significant welfare gain from switching to this policy this paper shows that for the bewley class of models with incomplete insurance markets and borrowing constraints the optimal tax rate on capital income is positive even in the long run therefore cutting the capital income tax to zero may well lead to welfare losses

a theory of trading volume a theory of trading volume is developed based on assumptions that market agents frequently revise their demand prices and randomly encounter potential trading partners the model describes two distinct ways informational events affect trading volume one is consistent with conjectures made by empirical researchers that investor disagreement leads to increased trading but the observation of abnormal trading volume does not necessarily imply disagreement and volume can increase even if investors interpret the information identically if they also have had divergent prior expectations simulation tests support the model and are used to contrast the random pairing environment with costless market clearing volume is lower in the costly market and volume increases caused by an informational event persist after the event period this is consistent with existing empirical evidence and suggests that markets do not immediately clear all orders or that investors have demands to recontract

information technology and time based competition in financial markets this paper studies time based competition in imperfect securities markets linking it investment decisions information processing delays and trading strategies at the it investment stage traders trade off the cost of it against their anticipated trading profits at the trading stage each trader devises a trading strategy based on his new information while taking into account the impact of both his own trades and those of other traders in the market our results illustrate how traders react to market imperfections due to trading costs and information processing delays and how superior traders convert a timeliness advantage into higher trading profits they also shed light on the relationship between the price adjustment process and traders information processing delays timeliness imposes an interesting structure on trader competition traders with longer information processing delays trade less frequently submit smaller orders and enjoy lower profits per trade our analysis of traders it investment decisions demonstrates how factors such as it costs number of traders and the frequency and nature of new information affect the level of it investments we further illustrate how improved it infrastructure translates into competitive advantage

the effects of inflation news on high frequency stock returns previous research using daily returns finds conflicting evidence about the relationship between unanticipated inflation news and stock returns we explore the relationship by looking at the response in minutes and trades of size based stock portfolios to unexpected changes in the regularly scheduled producer price index and consumer price index announcements in particular we answer the following three questions 1 do stocks respond to inflation news 2 what is the speed and path of that response 3 is the response stable or does it vary with the economy the direction of the news or time

trading as gambling this paper offers evidence from three different samples consistent with investors substituting between playing the lottery and gambling in financial markets in the united states increases in the jackpots of the multistate lotteries powerball and mega millions are associated with significant reductions in small trade participation in the stock market california based discount brokerage clients and german discount brokerage clients are significantly less likely to trade during weeks with larger lottery prizes in the california and german lotteries respectively variation in lottery prizes affects speculative trading in more lottery like securities such as individual stocks and options but not trading in bonds and mutual funds trading that is likely associated with long term savings motives such as trading in retirement accounts does not respond to lottery jackpots either the negative relation between trading activity and jackpots is stronger for individuals who are more likely to play the lottery this paper was accepted by brad barber finance

macroannouncements bond auctions and rating actions in the european government bond spreads this paper investigates the impact of macroannouncements government bond auctions and rating actions on the 10 year government bond spreads for belgium france italy the netherlands spain with respect to germany using a unique tick by tick dataset over 1 02 2009 05 31 2012 we identify the impact of the three drivers via jump and cojump detection procedures disentangling the pre from the post announcement effects real economy and forward looking news releases from us and euro area country specific spanish and german macroannouncements and auctions hold in distressed countries such italy and spain have a statistically and economically significant effect no role is played by rating actions

stock price clustering and discreteness stock prices cluster on round fractions clustering increases with price level and volatility and decreases with capitalization and transaction frequency clustering is pervasive price clustering will occur if traders use discrete price sets to simplify their negotiations exchange regulations require that most stocks be traded on eighths clustering on larger fractions will occur if traders choose to use discrete price sets based on quarters halves or whole numbers an econometric model of clustering is derived and estimated projections from the results suggest that traders would frequently use odd sixteenths when trading low price stocks if exchange regulations permitted trading on sixteenths article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

intermarket sweep order trade size clustering around corporate announcements investors have different trade size preferences depending on their information advantage using intermarket sweep orders isos we find that investors appear to prefer using small round lot trade

evolution and market behavior with endogenous investment rules abstract in a repeated market for short lived assets we investigate wealth driven selection among investment rules that depend on endogenous market variables such as current and past prices we study the random dynamical system describing prices and wealth dynamics and characterize local stability of the long run equilibria in which one or a group of traders dominate multiplicity of stable and unstable equilibria leading to path dependency and persistent heterogeneity turns out to be a common phenomenon generated by two different mechanisms firstly conditioning investment decisions on endogenous market variables implies that the relative performance of investment rules in terms of average growth rates may be different for different prevailing prices so that the market may fail to select a global winner secondly the feedback existing between past asset prices and current investment decisions can lead to a form of deterministic overshooting

dividend taxes and investment during the u s great depression abstract this paper builds an aiyagari model calibrated to the us economy in the 1930s and shows that the household precautionary saving motives can tremendously mitigate the investment decline possibly caused by the anticipated dividend tax increases during the great depression

order characteristics and stock price evolution an application to program trading abstract this paper is an econometric analysis of the information content of automated orders arriving at the nyse the model captures the joint behavior of automated orders and also the return on the stock index future and the futures spot basis the results indicate that orders contain information useful in predicting stock returns beyond the information contained in the reported trades furthermore program and index arbitrage orders contain information beyond that available from the futures return and basis suggesting that these orders are not merely passive conveyors of common factor information nonprogram program and index arbitrage orders have roughly similar price impacts

the effect of macroeconomic news on stock returns new evidence from newspaper coverage abstract previous literature has produced weak evidence to support the hypothesis that real economic news affects stock returns this is in part attributed to the difficulty of measuring how investors interpret macroeconomic announcements in different economic environments in this paper we choose a different approach of measuring macroeconomic news to better estimate its effect on stock returns since newspaper stories provide an interpretation of the statistical releases we choose newspaper stories as our measure of news our findings indicate that news about gdp and unemployment does affect stock returns

markets with heterogeneous beliefs a necessary and sufficient condition for a trader to vanish what does it take to survive in the market previous literature has proposed sufficient conditions for a trader to vanish which depend on pairwise comparisons of traders discounted beliefs we propose a novel condition that focuses on the ratio of traders discounted beliefs and approximate equilibrium prices unlike existing conditions ours is both necessary and sufficient for a trader to vanish and delivers the exact rate at which vanishing traders lose their consumption shares as an application we analyze the performance of two intuitive behavioral strategies the follow the leader strategy that prescribes mimicking the beliefs of the most successful trader and the follow the market strategy that prescribes to use beliefs which coincide with the state price density further we show that the relative performance of vanishing traders cannot be studied in isolation our analysis highlights an intuitive point obscured by the existing conditions trading in financial markets is qualitatively different from bilateral trading

taxation of human capital and wage inequality a cross country analysis wage inequality has been significantly higher in the united states than in continental european countries ceu since the 1970s moreover this inequality gap has further widened during this period as the us has experienced a large increase in wage inequality whereas the ceu has seen only modest changes this paper studies the role of labor income tax policies for understanding these facts we begin by documenting two new empirical facts that link these inequality differences to tax policies first we show that countries with more progressive labor income tax schedules have significantly lower before tax wage inequality at different points in time second progressivity is also negatively correlated with the rise in wage inequality during this period we then construct a life cycle model in which individuals decide each period whether to go to school work or be unemployed individuals can accumulate skills either in school or while working wage inequality arises from differences across individuals in their ability to learn new skills as well as from idiosyncratic shocks progressive taxation compresses the after tax wage structure thereby distorting the incentives to accumulate human capital in turn reducing the cross sectional dispersion of before tax wages we find that these policies can account for half of the difference between the us and the ceu in overall wage inequality and 76 of the difference in inequality at the upper end log 90 50 differential when this economy experiences skill biased technological change progressivity also dampens the rise in wage dispersion over time the model explains 41 of the difference in the total rise in inequality and 58 of the difference at the upper end

on the distributional effects of reducing capital taxes this article asks whether household heterogeneity and market incompleteness have quantitatively important implications for the welfare effects of tax changes we compare a representative agent economy to an economy in which households face idiosyncratic uninsurable income risk the income process is consistent with empirical estimates and implies a realistic wealth distribution we find that capital tax cuts imply large welfare gains in the representative agent economy however when households are heterogeneous substantial redistribution during transition means that only a minority will support capital tax cuts whereas most households can expect large welfare losses

high frequency trading and extreme price movements abstract are endogenous liquidity providers elps reliable in times of market stress we examine the activity of a common elp type high frequency traders hfts around extreme price movements epms we find that on average hfts provide liquidity during epms by absorbing imbalances created by non high frequency traders nhfts yet hft liquidity provision is limited to epms in single stocks when several stocks experience simultaneous epms hft liquidity demand dominates their supply there is little evidence of hfts causing epms

behaviour of intra daily stock return on an asian emerging market hong kong this study examines the intra daily return behaviour of one of the most open asian emerging markets hong kong it is found that there is a general increase in the positive skewness and kurtosis of all the intra daily returns after the 1987 october crash and the distributions of all the returns have become non normal after the crash there seems to be more day of the week and time of the day variations in the post crash period than in the pre crash period there also exists some day end effect in both of the periods and such a day end effect seems to be related to the day of the week

a quantitative analysis of capital income taxation this paper studies the quantitative impact of eliminating capital income taxation on capital accumulation and steady state welfare in a general equilibrium model with overlapping generations of sixty five period lived individuals who face idiosyncratic earnings risk borrowing constraints and life span uncertainty under a wide range of parameter configurations the capital income tax rate that maximizes steady state welfare is positive even though eliminating it completely would raise the steady state capital stock toward the golden rule this is because the tax burden is shifted toward the younger and liquidity constrained years reducing the individuals ability to self insure copyright 1998 by economics department of the university of pennsylvania and the osaka university institute of social and economic research association

an analysis of trade size clustering and its relation to stealth trading abstract nyse and nasdaq trades increasingly cluster on multiples of 500 1 000 and 5 000 shares such clustering varies over time and across stocks and tends to increase with the level of trading activity furthermore rounded trades tend to have more persistence both in occurrence and in trade initiation finally medium sized rounded trades tend to have greater relative price impact than large rounded trades from these observations we surmise that trade size clustering is consistent at least in part with the actions of stealth traders who tend to use medium sized rounded transactions in an attempt to disguise their trades

stock prices and economic news this paper examines the daily response of stock prices to announcements about the money supply inflation real economic activity and the discountrate except for the discount rate survey data on market participants expectations of these announcements are used to identify the unexpected component of the announcements in order to test the efficient markets hypothesis that only the unexpected part of any announcement the surprise moves stock prices the empirical results support this hypothesis and indicate further that surprises related to monetary policy significantly affect stock prices there is only limited evidence of an impact from inflation surprises and no evidence of an impact from real activity surprises on the announcement days there is also only weak evidence of stock price responses to surprises beyond the announcement day this abstract was borrowed from another version of this item

the reaction of stock prices to unanticipated changes in money a note much of the past work on the money stock market relationship centered on the question of whether money is a leading indicator of stock prices studies by sprinkel 22 homa and jaffee 10 and hamburger and kochin 8 supported the view that past increases in money lead to increases in equity prices the implication of this work was that investors could earn above normal proflts by using a trading strategy based on the observed behavior of the money stock this contradicts the efficient markets hypothesis which asserts that current asset prices reflect all available information so that no such trading strategy can exist subsequent research by cooper 3 pesando 17 rozeff 21 and rogalski and vinso 19 has shown that past money changes do not contain predictive information on stock prices upholding the efficient markets view this paper investigates whether the response of common stock prices to weekly money announcements is consistent with the efflcient markets hypothesis unlike the above research therefore the focus is on the very short run response of stock prices to both anticipated and unanticipated announced changes in money recent work by berkman 1 grossman 7 urich and wachtel 25 and roley 20 indicates that short term interest rates respond only to the unexpected component of the announcement with short term rates rising when the announced change in money exceeds the expected change berkman also examined the reaction of stock prices finding that an unanticipated increase in the money supply depressed share prices lynge 13 found that positive money announcements lowered stock prices but since he did not distinguish expected from unexpected money growth his results do not bear directly on the efficient markets issue in investigating the response of stock prices to weekly money announcements survey data on market participants forecasts of the announced weekly change

the short run dynamics of the price adjustment to new information we examine how prices in interest rate and foreign exchange futures markets adjust to the new information contained in scheduled macroeconomic news releases in the very short run using 10 second returns and tick by tick data we find that prices adjust in a series of numerous small but rapid price changes that begin within 10 seconds of the news release and are basically completed within 40 seconds of the release there is some evidence that prices overreact in the first 40 seconds but that this is corrected in the second or third minute after the release while volatility tends to be higher than normal just before the news release there is no evidence of information leakage in our analysis we correct for the biases created by bid ask spreads and tick by tick data

response of hourly stock prices and trading volume to economic news this paper examines hourly stock returns and trading volume response to announcements about the money supply consumer price index cpi producer price index industrial production and the unemployment rate the empirical results indicate that surprises in announcements about money supply and cpi are significantly associated with stock price changes the announcements of the other three variables do not affect stock prices significantly trading volume is not affected by any of the five economic variable announcements indicating that market participants do not differ substanti ally in the interpretations of the effects of announcements the spee d of adjustment analysis indicates that the effect of information on stock prices is reflected in a short period of one hour or so copyright 1988 by the university of chicago

the effects of inflation and money supply announcements on interest rates this paper examines the impact of the money supply and inflation rate announcements on interest rates survey data on expectations of the money supply and consumer and producer price indexes are used to distinguish anticipated and unanticipated components of the announcements this distinction is used to test for the efficiency of the financial market response to the announcements of new information the results indicate that the unanticipated components of the announced changes in the producers price index and in the money supply have an immediate positive effect on short term interest rates the consumer price index announcement has no apparent effect there is no evidence of a delayed announcement effect however there is some indication of a liquidity effect of the money supply change on interest rates this takes place when reserves are changing and several weeks prior to the information announcement the effect of money supply announcements on interest rates has attracted considerable attention in both the academic literature and the financial press in the last few years it has been firmly established that unanticipated increases in the money supply lead to immediate increases in interest rates however there are several competing explanations for this phenomenon in the literature in this paper we present some additional empirical evidence which helps to distinguish between two of these hypotheses the policy anticipations and inflationary expectations hypotheses by examining the effect of money supply and inflation announcements on interest rates the positive effect on interest rates of announcements of unanticipated increases in the money supply was demonstrated by urich and wachtel 9 grossman 3 and roley 5 the announcement effect was interpreted in our earlier paper as a policy anticipations effect and has been interpreted by others e g cornell 1 as an inflationary expectations effect since both effects are in the same direction it is difficult to distinguish between them without additional evidence the policy anticipations effect is simply that an unanticipated increase in the money supply causes financial market participants to expect that the federal reserve will tighten the monetary reins in order to offset the increase in anticipation of future tightening there is a tendency for interest rates to increase the inflationary expectations effect is that an unanticipated increase

accounting for the u s earnings and wealth inequality we show that a theory of earnings and wealth inequality based on the optimal choices of ex ante identical households that face uninsured idiosyncratic shocks to their endowments of efficiency labor units accounts for the u s earnings and wealth inequality almost exactly

domestic macroeconomic news and foreign interest rates abstract this study examines the impact of us and uk news on futures prices of us uk german and japanese government bonds we find that certain us information has a significant influence on german japanese and british interest rates while uk information has almost no effect on foreign rates second we examine the foreign term structure to investigate whether the importance of us information arises because it either signals common world wide shocks or induces an anticipated exchange rate stabilization by foreign central banks the evidence is mixed except for the us cpi surprise which appears to provide information about a common world wide shock g15

effective tax rates in macroeconomics cross country estimates of tax rates on factor incomes and consumption abstract this paper proposes a method for computing tax rates using national accounts and revenue statistics using this method we construct time series of tax rates for large industrial countries the method identifies the revenue raised by different taxes at the general government level and defines aggregate measures of the corresponding tax bases this method yields estimates of effective tax rates on factor incomes and consumption consistent with the tax distortions faced by a representative agent in a general equilibrium framework these tax rates compare favorably with existing estimates of marginal tax rates and highlight important international differences in tax policy

events that shook the market tick data on the standard and poor s 500 stock index s p 500 futures contract and newswire searches are used to match events to large 1 to 5 minute stock price changes sixty nine events that led to large stock price changes are identified between 1982 and 1999 53 of which are directly or indirectly related to monetary policy many large stock price changes have no events associated with them

macroeconomic news announcements and stock market jump intensity dynamics abstract this paper examines the effect of macroeconomic releases on stock market volatility through a poisson gaussian garch process with time varying jump intensity which is allowed to respond to such information the day of the announcement per se is found to have little impact on jump intensities employment releases are an exception however when macroeconomic surprises are considered inflation shocks show persistent effects while monetary policy and employment shocks reveal only short lived effects also the jump intensity responds asymmetrically to macroeconomic shocks evidence on macroeconomic variables relevance in explaining jump dynamics and improving volatility forecasts on event days is provided

shock effects on stocks bonds and exchange rates abstract tick data and newswire searches are used to find events that led to large and rapid price changes in a stock future a bond future and three exchange rate futures knowledge of these events may be useful in future work they have the advantages that they are truly surprises and that the sign of their effect on each financial instrument is known the events are used in this study to analyze the effects of three types of events monetary price and real on the five instruments

taxation and corporate payout policy this paper presents new evidence on how corporate payout policy responds to the differential between the tax burden on dividend income and that on accruing capital gains it describes the construction of weighted average marginal tax rate series for the period since 1929 and it suggests that the enactment of the job growth of taxpayer relief reconciliation act of 2003 should raise the after tax value of dividends relative to capital gains by more than five percentage points the impact of this change on payout depends on the elasticity of dividend payments with respect to the after tax value of dividend income relative to capital gains time series estimates suggest an elasticity of more than three and imply that the recent tax reform could ultimately increase dividends by almost twenty percent this abstract was borrowed from another version of this item

competition among trading venues information and trading on electronic communications networks this paper explores the competition between two trading venues electronic communication networks ecns and nasdaq market makers ecns oier the advantages of anonymity and speed of execution which attract informed traders thus trades are more likely to occur on ecns when information asymmetry is greater and when trading volume and stock return volatility are high ecn trades have greater permanent price impacts and more private information is revealed through ecn trades than though market maker trades however ecn trades have higher ex ante trading costs because market makers can preference or internalize the less informed trades and oier them better executions technological innovations that enable high speed low cost electronic trading systems are dramatically changing the structure of nancial markets exchanges and markets around the world are merging or forming alliances to improve liquidity and reduce costs in the face of increased competition from each other and from these computerized trading systems trading volume on electronic communications networks ecns has grown rapidly over the past several years ecns are now involved in more than a third of nasdaq trading volume and are attempting to increase their market share in nyse listed

the determinants of future u s monetary policy high frequency evidence this paper examines the determinants of future u s monetary policy by studying the relationship between a predictor of the future direction of monetary policy and a pertinent information set specifically we investigate the impact of the surprise component of an array of macro economic announcements upon federal funds futures rates this investigation is conducted using high frequency intraday data in order to examine the exact timing of rate reactions to announcements in doing this we find that non farm payrolls and civilian unemployment announcements play a dominant role in determining future monetary policy moreover we document evidence that shows that the release of such information is rapidly incorporated into rates particularly when considering federal funds futures contracts traded via an electronic trading platform as opposed to an open auction trading platform

macroeconomic news order flows and exchange rates under rational expectations and efficient markets the news contained in public information announcements is directly impounded into prices with there being no role for trades in this process of information assimilation this paper directly tests this assertion using transaction level exchange rate data and a sample of scheduled macroeconomic announcements the main result of the paper is that even information that is publicly and simultaneously released to all market participants is largely impounded into prices via the key micro level price determinant order flow we quantify the role that order flow plays and find that between a half and two thirds of price relevant information is incorporated into prices via the trading process

macroeconomic news surprises volume and volatility relationship in index futures market abstractthis paper examines the role of macroeconomic news surprises on returns volatility of indian index futures market empirical literature posits that news arrivals have an influential impact

how well does the weighted price contribution measure price discovery abstract the weighted price contribution wpc is a popular measure for price discovery this paper examines the theoretical properties and empirical performance of the wpc in sequential markets the benchmark used to judge the wpc is the information share is measure based on the variation of the efficient price we derive the asymptotic value of the wpc which is a complex combination of the unconditional means and variances of the returns of sequential markets under the assumption of normality we show that the wpc correctly converges to the is only when the returns are uncorrelated with zero means our theoretical predictions based on normality hold well in simulations and in empirical analyses of the overnight price discovery for the s p 100 index and its constituent stocks as the correlation between overnight and daytime returns increases the wpc deviates from the is substantially

transactions volume and volatility we show that the positive volatility volume relation documented by numerous researchers actually reflects the positive relation between volatility and the number of transactions thus it is the occurrence of transactions per se and not their size that generates volatility trade size has no information beyond that contained in the frequency of transactions our results suggest that theoretical research needs to entertain scenarios in which 1 both the frequency and size of trades are endogenously determined yet 2 the size of trades has no information content beyond that contained in the number of transactions article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

taxes regulations and the corporate debt market outstanding credit market debt in the u s corporate sector increased dramatically over the second half of the 20th century during this period tax rates on dividend distributions and corporate income decreased this article argues that the observed decline in dividend and corporate income tax rates generated an improvement in the collateral value of corporate assets and led to an increase in u s corporate debt to analyze this conjecture we build a general equilibrium model with enforcement constraints that induce endogenous limits on debt financing we find that the model can account for the time series features of u s corporate debt data

the dependence between hourly prices and trading volume this study provides evidence on joint characteristics of hourly common stock trading vol ume and returns on the new york stock exchange average volume traded shows signifi cant differences across trading hours of the day and across days of the week average returns differ across hours ofthe day and to some extent across days ofthe week there is a strong contemporaneous relation between trading volume and returns and also a rela tion between trading volume and returns lagged up to four hours furthermore the trading volume returns relation is steeper for positive returns than for nonpositive returns

shareholders unanimity with incomplete markets macroeconomic models with heterogeneous agents and incomplete markets e g krusell and smith 1998 usually assume that consumers rather than rms own and accumulate physical capital this assumption while convenient is without loss of generality only if the asset market is complete when nancial markets are incomplete shareholders will in general disagree on the optimal level of investment to be undertaken by the rm this paper derives conditions under which shareholders unanimity obtains in equilibrium despite the incompleteness of the asset market in the general equilibrium economy analyzed here consumers face idiosyncratic labor income risk and trade rms shares in the stock market a rm s shareholders decide how much of its earnings to invest in physical capital and how much to distribute as dividends the return on a rm s capital investment is affected by an aggregate productivity shock the paper contains two main results first if the production function exhibits constant returns to scale and short sales constraints are not binding then in a competitive equilibrium a rm s shareholders will unanimously agree on the optimal level of investment thus the allocation of resources in this economy is the same as in an economy where consumers accumulate physical capital directly second when short sales constraints are binding instead the unanimity result breaks down in this case constrained shareholders prefer a higher level of investment than unconstrained ones

when does the stock market listen to economic news new evidence from copulas and news wires we study association between macroeconomic news and stock market returns using the statistical theory of copulas and a new comprehensive measure of news based on textual review and classification of news wires we find the impact of economic news on equity returns to be nonlinear and asymmetric in particular controlling for economic conditions and surprises associated with releases of economic data we find that the market reacts strongly and negatively to the most unfavourable macroeconomic news but appears to largely discount the good news further the most unfavorable news creates price drift and we document that selling stocks short in the wake of unusually bad news yields annual abnormal gross returns greater than four percent

the adjustment of stock prices to information about inflation this paper analyzes the reaction of stock prices to the new information about inflation based on daily returns to the standard and poor s composite portfolio from 1953 78 it seems that the stock market reacts negatively to the announcement of unexpected inflation in the consumer price index c p i although the magnitude of the reaction is small it is interesting to note that the stock market seems to react at the time of announcement of the c p i approximately one month after the price data are collected by the bureau of labor statistics

economic natural selection the theoretical structure of modern economics rests on the hypothesis that individual behavior is rational in the sense that choice can be described by utility maximizing behavior most economists view this hypothesis not as an assertion of procedural rationality but instead as a simple description of the outcomes of individual choice behavior furthermore requiring that every individual behave according to the predictions of rationality is typically viewed as too stringent even though many of our models assume it we are most confident about the predictions of rationality for aggregate behavior rather than individual behavior we believe that many but of course not all individuals behave approximately as predicted by models of rational behavior and we hope that our models are robust to small departures from rationality this belief is probably most firmly held for asset markets where many individuals interact repeatedly and the payoffs for good decisions can be large but why should we believe that individual level rationality hypotheses yield good predictions for aggregate asset market behavior there are two answers to this question the first answer entails adaptive response individuals who do not behave as predicted by rationality may modify their behavior over time they could imitate the successful they could experiment or they could learn from their past mistakes the second answer entails natural selection the market selects for those whose behavior is most nearly optimal those who for whatever reason behave as if they are rational take wealth away from those who behave otherwise ultimately the market is dominated by seemingly rational individuals and prices converge to their rational expectations equilibrium values this answer also requires some kind of innovation if the initial set of decision rules contains no rational rule natural selection alone will not drive the economy to rationality but if randomly chosen new rules enter the market from time to time rational or nearly rational rules will sooner or later enter the market and be selected for in the course of our research we have addressed both adaptation and natural selection here we focus on natural selection the appeal to natural selection for the defense of various rationality hypotheses has a long tradition in economics but until recently there was little formal investigation of its validity alchian 1950 and friedman 1953 both used it in defense of the hypothesis of profit maximization their argument was that firms that behave as if they maximize profits would drive out other non maximizing firms winter 1964 1971 1975 formalized and explored these ideas but the link between profitability and fitness in his work was assumed

the relation between price changes and trading volume a survey this paper reviews previous and current research on the relation between price changes and trading volume in financial markets and makes four contributions first two empiri cal relations are established volume is positively related to the magnitude of the price change and in equity markets to the price change per se second previous theoretical research on the price volume relation is summarized and critiqued and major insights are emphasized third a simple model ofthe price volume relation is proposed that is consis tent with several seemingly unrelated or contradictory observations and fourth several directions for future research are identified

stealth trading which traders trades move stock prices usingaudit trail data for a sample of nyse firms we show that medium size trades are associated with a disproportionately large cumulative stock price change relative to their proportion of all trades and volume this result is consistent with the predictions of barclay and warner s 1993 stealth tradinghypothesis we find that the source of this disproportionately large cumulative price impact of medium size trades is trades initiated by institutions this result is robust to various sensitivity checks our findings appear to confirm street lore that institutions are informed traders 2001 elsevier science s a all rights reserved

intangible investment and ramsey capital taxation the standard analysis of optimal fiscal policy aggregates different types of assets into a unique capital good and all types of capital taxes into a unique capital tax this paper considers a disaggregated framework an economy with corporate and dividend taxes where firms invest in both tangible and intangible assets which can be expensed or sweat in our setup firms can always respond to changes in the timing of taxation we find that the optimal long run policy features zero corporate taxes and positive dividend taxes with labor and dividend taxes being identical moreover the initial capital levy is relatively small

economic news and equity market linkages between the u s and u k abstract the source of equity market linkages between the u s and u k is investigated by focusing on intraday price movements of stock index futures contracts we document heightened u k return volatility at 11 30 a m and 1 30 p m gmt which corresponds to regular macroeconomic releases in the u k and u s respectively the response of u k equities in the half hour surrounding the u s announcements is significant and similar to price movements for u s equities to the same announcements these results support the hypothesis that the documented international equity market linkages are attributable to reactions of foreign traders to public information originating from the u s

order imbalance liquidity and market returns traditionally volume has provided the link between trading activity and returns we focus on a hitherto unexplored but intuitive measure of trading activity the aggregate daily order imbalance on the new york stock exchange signed order imbalances increase decrease following market declines rises which reveals that investors are contrarians on aggregate order imbalances in either direction either excess buy or sell orders reduce liquidity market wide returns are strongly affected by contemporaneous and lagged order imbalances market wide returns reverse themselves after high negative imbalance large negative return days the magnitude of this reversal is partially predictable from the level of the imbalance and return even after controlling for aggregate market volume and liquidity market returns are affected by order imbalance

distilling liquidity costs from limit order books abstract this paper proposes a method to compute ex ante trading costs at the intraday level from limit order books using nearly 500 of the largest traded companies in the nyse arcabook we show that these costs have nontrivial intraday dynamics are negatively related to volume and positively related to volatility when ex ante trading costs are incorporated into price impact specifications the results show that this measure provides relevant information about price changes of the market at a high frequency level our evidence suggest that ex ante trading costs constitute a new source of information for the study of intraday liquidity

consumption taxes and precautionary savings financing government spending through lump sum taxes does not distort capital when markets are complete but tends to increase precautionary savings under market incompleteness using flat consumption taxes instead leaves precautionary savings unaffected provided certain conditions on utility are met

speed algorithmic trading and market quality around macroeconomic news announcements this paper documents that speed is crucially important for high frequency trading strategies based on u s macroeconomic news releases using order level data on the highly liquid s p 500 etf traded on nasdaq from january 6 2009 to december 12 2011 we find that a delay of 300 ms or more significantly reduces returns of news based trading strategies this reduction is greater for high impact news and on days with high volatility in addition we assess the effect of algorithmic trading on market quality around macroeconomic news in the minute following a macroeconomic news arrival algorithmic activity increases trading volume and depth at the best quotes but also increases volatility and leads to a drop in overall depth quoted half spreads decrease increase when we measure algorithmic trading over the full top of the order book

trade size order imbalance and the volatility volume relation abstract this paper examines the roles of the number of trades size of trades and order imbalance buyer versus seller initiated trades in explaining the volatility volume relation for a sample of nyse and nasdaq stocks our results reconfirm the significance of the size of trades beyond that of the number of trades in the volatility volume relation on both markets after controlling for the return impact of order imbalance the volatility volume relation becomes much weaker for nyse stocks the order imbalance in large trade size categories affects the return more than in smaller size categories for nasdaq stocks the largest return impact comes from the order imbalance in maximum sized small order execution system soes trades

the market organism long run survival in markets with heterogeneous traders abstract the information content of prices is a central problem in the general equilibrium analysis of competitive markets rational expectations equilibrium identifies conditioning simultaneously on contemporaneous prices and private information as the mechanism by which information enters prices here we look to the ecology of markets for an explanation of the information content of prices markets could select across traders with different beliefs or reminiscent of the wisdom of crowds markets could balance the diverse information of many participants we provide theoretical support in favor of the first mechanism and against the second along the way we demonstrate that the necessary condition for long run survival in complete markets found in sandroni 2000 do markets favor agents able to make accurate predictions econometrica 68 6 1303 1342 and in blume and easley 2006 if you re so smart why aren t you rich belief selection in complete and incomplete markets econometrica 74 4 929 966 is not sufficient for long run survival we also demonstrate some surprising behavior of market prices when several trader types with different beliefs survive this paper continues the research program of blume and easley 1992 evolution and market behavior journal of eonomic theory 58 1 9 40 and beker and chattopadhyay 2006 consumption dynamics in general equilibrium a characterisation when markets are incomplete university of warwick unpublished

optimal taxation of capital income in general equilibrium with infinite lives this paper analyzes the optimal tax on capital income in general equilibrium models of the second best agents have infinite lives and utility functions which are extensions from the koopmans form the population is heterogeneous the important property of the models is the equality between the social and the private discount rates in the long run i find that the optimal tax rate is zero in the long run for a special case of additively separable utility functions i then determine the tax rates along the dynamic path and conditions that are sufficient for the local stability of the steady state

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

on the marginal source of investment funds abstract under the new view of dividend taxation developed by auerbach quarterly journal of economics 1979 93 433 446 bradford journal of public economics 1981 15 1 22 and king public policy and the corporation chapman hall london 1977 the marginal source of finance for new investment projects is retained earnings in this case the tax advantage of retaining earnings precisely offsets the double taxation of subsequent dividends taxes on dividends have no impact on the investment incentives of firms using retentions as a marginal source of funds and paying dividends with residual cash flows we show that the same invariance with respect to dividend taxes may hold under weaker conditions with respect to the source of funds if the use of funds follows the same pattern we find evidence that there is significant heterogeneity in our sample of us firms with some firms exhibiting dividend behavior consistent with this expanded version of the new view and others exhibiting behavior consistent with the traditional view that retained earnings are not an important marginal source of funds

dividend and capital gains taxation under incomplete markets motivated by the jobs and growth tax relief reconciliation act jgtrra of 2003 the effects of capital income tax cuts are investigated in an economy with heterogeneous households and a representative mature firm dividend tax cuts contrary to capital gains tax cuts lead to a decrease in investment and capital this is because they increase the market value of existing capital and households require a higher return to hold this additional wealth in line with empirical evidence the model predicts substantial increases in dividends and stock prices overall the tax cuts lead to a welfare reduction equivalent to a consumption drop of 0 5

what s not there odd lots and market data we investigate odd lot trades in equity markets odd lots are increasingly used in algorithmic and high frequency trading but are not reported to the consolidated tape or in databases such as taq in our sample the median number of odd lot trades is 24 but in some stocks odd lots are 60 or more of trading odd lot trades contribute 35 of price discovery consistent with informed traders using odd lots to avoid detection omitting odd lot trades leads to inaccuracies in order imbalance measures and makes sentiment measures unreliable excluding odd lots from the consolidated tape raises important regulatory issues

information aggregation in a noisy rational expectations economy abstract this paper analyzes a general equilibrium model of a competitive security market in which traders possess independent pieces of information about the return of a risky asset each trader conditions his estimate of the return both on his own private source of information and price which in equilibrium serves as a noisy aggregator of the total information observed by all traders a closed form characterization of the rational expectations equilibrium is presented a counter example to the existence of fully revealing equilibrium is developed