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

the behavior of option price around large block transactions in the underlying security this paper investigates the behavior of stock and option prices around block trades in stocks the results indicate that for both uptick and downtick block trades the stock prices adjust within a fifteen minute period after the block trade moreover for uptick blocks there is no evidence of any stock price reaction before the block trade however the adjustment of stock price for downtick blocks begins about fifteen minutes before the block trade we also find that option price behavior differs considerably from stock price behavior specifically our results suggest that options exhibit abnormal price behavior starting thirty minutes before the block and ending one hour after the block the pattern is more pronounced for downtick blocks and for put options we interpret this abnormal price behavior of options before the block trade as consistent with intermarket frontrunning this paper compares the price effect of block transactions in the stock market with the price effect in the derivative options market the analysis is motivated by the suggestion in the literature that options provide a superior investment vehicle because of their inherent leverage and lower transaction costs and because of their ability to avoid stock market restrictions on short sales this implies that informed investors may prefer to trade in options thereby causing the option market to lead the stock market

one security many markets determining the contributions to price discovery when homogeneous or closely linked securities trade in multiple markets it is often of interest to determine where price discovery the incorporation of new information occurs this article suggests an econometric approach based on an implicit unobservable efficient price common to all markets the information share associated with a particular market is defined as the proportional contribution of that market s innovations to the innovation in the common efficient price applied to quotes for the thirty dow stocks the technique suggests that the preponderance of the price discovery takes place at the new york stock exchange nyse a median 92 7 percent information share although most of the classic paradigms in market microstructure concern a security that trades in a single centralized market such situations are becoming increasingly rare in practice fragmentation the dispersal of trading in a security to multiple sites has emerged as a dominant institutional trend this process is of concern to financial economists and regulators because price information and price discovery the impounding of new information into the security price arguably the most important products of a security market have many attributes of public goods as the process of fragmentation accelerates it may be important to determine where the price information and price discovery are being produced 1 this paper suggests a practical econometric approach to this problem the technique is illustrated with an application to u s equity markets many stocks listed on the new york stock exchange nyse trade concurrently on the regional exchanges and the national association of securities dealers national market system nasd nms since a share of ibm stock is the same security whether purchased on the midwest or pacific exchange this is a particularly clear instance of multiple markets nevertheless the expres

an empirical study on the institutional factors of energy conservation and emissions reduction evidence from listed companies in china corporate excessive energy consumption and emissions are negative externality problems with the basic countermeasure of establishing a series of institutional programs to promote corporate energy conservation and emissions reduction this paper analyzes the influence of institutional factors such as laws tax policies credit policies government subsidies media supervision and marketization degree on corporate energy conservation and emissions reduction from the institutional perspective the data from 84 listed chinese chemical and steel companies from 2006 to 2010 was analyzed using both a fixed effect model and the generalized method of moments gmm model the empirical results demonstrate that these institutional factors positively affect corporate energy conservation and emissions reduction specifically four factors tax policies government subsidies credit policies and media supervision have a significant positive relationship with corporate energy conservation and emissions reduction whereas laws and marketization degree exhibit no significant effects the research findings are theoretically and practically significant to the chinese government with regard to improving the institutional environment and promoting corporate energy conservation and emissions reduction

a day end transaction price anomaly a large mean price change is observed on the last daily nyse transaction this suggests that closing prices may not consistently represent stock values transaction prices are studied to further characterize the day end price rise and to determine whether it is due to any limited subsample of stocks or dates the results indicate that the phenomenon is pervasive over most firms and days some evidence suggests that it is caused by a change in the frequency of ask prices at day end

trading and pricing in upstairs and downstairs stock markets we provide empirical evidence on the economic benefits of negotiating trades in the upstairs trading room of brokerage firms relative to the downstairs market using helsinki stock exchange data we find that upstairs trades tend to have lower information content and lower price impacts than downstairs trades this is consistent with the hypotheses that the upstairs market is better at pricing uninformed liquidity trades and that upstairs brokers can give better prices to their customers if they know the unexpressed demands of other customers we find that these economic benefits depend on price discovery occurring in the downstairs market copyright 2002 oxford university press

evaluating natural resource investments notwithstanding impressive advances in the theory of finance over the past 2 decades practical procedures for capital budgeting have evolved only slowly the standard technique which has remained unchanged in essentials since it was originally proposed see dean 1951 bierman and smidt 1960 derives from a simple adaptation of the fisher 1907 model of valuation under certainty under this technique expected cash flows from an investment project are discounted at a rate deemed appropriate to their risk and the resulting present value is compared with the cost of the project this standard textbook technique reflects modern theoretical developments only insofar as estimates of the discount rate may be obtained from crude application of single period asset pricing theory but see brennan 1973 bogue and roll 1974 turnbull 1977 constantinides 1978 the inadequacy of this approach to capital budgeting is widely acknowledged although not widely discussed its obvious deficiency is its the evaluation of mining and other natural resource projects is made particularly difficult by the high degree of uncertainty attaching to output prices it is shown that the techniques of continuous time arbitrage and stochastic control theory may be used not only to value such projects but also to determine the optimal policies for developing managing and abandoning them the approach may be adapted to a wide variety of contexts outside the natural resource sector where uncertainty about future project revenues is a paramount concern

smooth trading with overconfidence and market power we describe a symmetric continuous time model of trading among relatively overconfident oligopolistic informed traders with exponential utility traders agree to disagree about the precisions of their continuous flows of gaussian private information with enough disagreement an equilibrium exists in which prices reveal the average of all traders signals immediately but traders continue to trade gradually towards target inventories the price is a linear function of a trader s inventory the derivative of a trader s inventory and the average other traders valuations prices reflect a keynesian beauty contest faster than equilibrium trading generates flash crashes jel d8 d43 d47 g02 g14

a literature survey on energy growth nexus abstract this paper provides a survey of the recent progress in the literature of energy consumption economic growth and electricity consumption economic growth causality nexus the survey highlights that most empirical studies focus on either testing the role of energy electricity in stimulating economic growth or examining the direction of causality between these two variables although the positive role of energy on growth has become a stylized fact there are some methodological reservations about the results from these empirical studies a general observation from these studies is that the literature produced conflicting results and there is no consensus neither on the existence nor on the direction of causality between energy consumption electricity consumption and economic growth as a policy implication to avoid from conflicting and unreliable results the authors may use the autoregressive distributed lags bounds test two regime threshold co integration models panel data approach and multivariate models including new variables such as real gross fixed capital formation labor force carbon dioxide emissions population exchange rates interest rates etc thus the authors should focus more on the new approaches and perspectives rather than by employing usual methods based on a set of common variables for different countries and different intervals of time

education overlapping generations and the existence of equilibrium abstract we describe a simple aggregative model the essential features of which are that individuals are mortal overlapping generations and can invest in their own training human capital it is shown by example that if expectations are rational then there may be a unique steady state but no competitive path starting away from the steady state

the accuracy of the tick test evidence from the australian stock exchange abstract in the absence of information regarding whether a trade is buyer or seller initiated many researchers have employed the tick rule as a proxy these researchers have been supported in their endeavours by the work of lee and ready 1991 which suggests that the tick rule is 90 accurate unfortunately the difficulty of securing data on this issue has made lee and ready s paper somewhat unique in that there have been few attempts to confirm their result in us markets and no attempts in other markets the purpose of this work is to test the robustness of their result in the australian securities market using cleaner intra day data we mimic the lee and ready study to cast some doubt upon the robustness of their findings in different markets our results suggest an overall accuracy of approximately 74 as opposed to lee and ready s 90 however accuracy in excess of 90 is documented when zero ticks are excluded further analysis provides evidence that a volatile or trending market will decrease the accuracy of the tick rule it is also demonstrated that the tick rule is less likely to accurately classify seller initiated trades and small buyer initiated trades

determinants of portfolio performance ii an update 1991 determinants of portfolio performance ii an update financial analysts journal vol 47 no 3 pp 40 48

so what orders do informed traders use we present a simple glosten milgrom type equilibrium model to analyze the decision of informed traders on whether to use limit or market orders we show that even after incorporating an order s price impact not only may informed traders prefer to use limit orders but the probability that they submit limit orders can be so high that limit orders convey more information than market orders we further show that the horizon of the private information is critical for this decision and is positively related to the use of limit orders our empirical analysis using torq suggests that informed traders do prefer limit orders to market orders and that limit orders are indeed more informative our model is in contrast to the literature that assumes that informed traders use market orders only and the literature that examines the limit order versus the market order decision of uninformed traders

trade education and growth the small country case this paper develops optimal educational and trade policies for a small open economy capable of growth a theoretical structure previously used for the analysis of education and growth in closed economies manning 1975 1976 1978 1979a 1979b 1981b is extended to do this the analysis is aggregative it differs from that of a similar problem by aarrestad 1978 by allowing for heterogeneity of the labor force recently henry 1979 and henry and manning 1980 developed the model of this paper to permit the endogenous determination of international commodity prices but only in the context of balanced growth all of these papers belong to a small literature on aggregative aspects of education and growth other examples of which include aarrestad 1975 hu 1976 razin 1972a 1972b tu 1969 1970 and uzawa 1965 oniki and uzawa 1965 is the classic extension of the heckscher ohlin theory of international trade to permit growth in models of their type production possibilities are given instantaneously and are altered over time by factor accumulation educational policy affects the production possibility set in two ways an increase in educational activity reduces the factors available to produce traded goods and so shrinks the production possibility set immediately in the longer term the level of skill is altered so changing the production possibility set both the size and shape of the production possibility set are determined statically and dynamically by educational policy mcmillan 1978 has recently presented a model of public intermediate goods trade and growth with the same property a problem like this is considered in manning 1981a for a general model of capital accumulation and growth the structure of this paper is as follows the model and optimality conditions are first presented growth is then analyzed and it is found that specialization is the most likely pattern of production a deeper investigation of the economics of the model explains this conclusion some concluding remarks are then made details of the lengthy mathematical proofs of two propositions are relegated to a mathematical appendix

the effect of block transactions on share prices australian evidence abstract the sydney stock exchange provides an unusually clean test of whether large transactions affect share prices it is small and trading is thin so our sample of block trades ranges in size from one to sixty days of normal trading volume sydney is a non dealer auction market and we can identify and eliminate all purchases and sales by brokers thus focusing on substitution effects the data are consistent with the perfect substitution hypothesis without price pressure block size distributions conform closely to the log normal distribution and kraus stoll regressions of security returns on untransformed block size are misspecified

exit as governance an empirical analysis recent theory posits a new governance channel available to blockholders threat of exit threat of exit as opposed to actual exit is difficult to measure directly however a crucial property is that it is weaker when stock liquidity is lower and vice versa we use natural experiments of financial crises and decimalization as exogenous shocks to stock liquidity firms with larger blockholdings experience greater declines increases in firm value during the crises decimalization particularly if the manager s wealth is sensitive to the stock price and thus to exit threats additional tests suggest exit threats are distinct from blockholder intervention

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

market impact costs of institutional equity trades this article analyzes market impact costs of equity trading by one of the world s largest pension funds we find that on average these costs are small in terms of market disruption but substantial in terms of costs for the pension fund average market impact costs equal 20 basis points for buys and 30 basis points for sells furthermore we show that momentum and volatility have considerable influence on market impact costs other important determinants of these costs are trade type agency single or principal trade size trading strategy trading venue and industry sector additionally we find that the timing of trades plays a substantial role in explaining trading costs moreover we also establish a cost risk trade off the longer it takes to execute a trade the lower the expected market impact costs but the higher the volatility of these costs

natural resource economics under the rule of hotelling abstract natural resource stocks held in situ are physical assets equilibrium in the assets market requires that their rates of return be such that their owners are just willing to hold on to them rather than invest elsewhere i discuss a number of factors relating to the evolution of extraction costs to the durability of the resource to market structure and to uncertainty that are important in correctly characterizing the rate of return on holding exhaustible natural resource stocks the emphasis is put on how those factors can potentially help bridge the gap between the basic hotelling s rule of natural resource exploitation and the historical behaviour of the flow price of a number of resources i also highlight some theoretical and empirical issues that need further attention

the effect of transaction size on off the run treasury prices this paper examines intra day trading data from the inter dealer broker market for u s treasury securities and measures the degree of price pressure in the off the run treasury market as is well known securities that would appear to be very close substitutes i e on the run and off the run treasury bonds behave as if there is some degree of market segmentation this is the first systematic study of the off the run treasury note and bond market focused entirely on a price pressure effect using intra day data the paper analyzes price pressure through matched pairs of securities that differ only in liquidity

the effect of a large shareholder on corporate value this article analyzes the value of a corporation as a function of its ownership structure shareholders can acquire costly information about the manager s effort to produce output concentrating share ownership leads the largest shareholder to i acquire more precise signals of effort and ii modify the compensation contract better monitoring increases output and hence firm value however the risk averse large shareholder bears more idiosyncratic firm risk as his stake in the firm increases these forces equilibrate at a unique welfare maximizing ownership structure under a strong condition on the purchase or sale of shares by large stockholders investors have incentives to trade toward the ownership structure that maximizes the social surplus when all investors are price takers only a diffuse ownership structure can arise in a competitive equilibrium

are trade size based inferences about traders reliable evidence from institutional earnings related trading the use of observed transaction sizes to differentiate between small and large investor trading patterns is widespread a significant concern in such studies is spurious effects attributable to misclassification of transactions particularly those originating from large investors such effects can arise unintentionally strategically or endogenously we examine comprehensive records of a sample of institutional investors i e large traders including their order sizes and overall position changes to assess the degree to which such misclassifications give rise to spurious inferences about small and large investor trading activities our analysis shows that these institutions are heavily involved in small transaction activity it also shows that they increase their order sizes substantially in announcement periods relative to nonannouncement periods presumably as an endogenous response to earnings news in the immediate earnings announcement period transaction size based inferences about directional trading are quite misleading producing spurious small trader effects and more surprisingly erroneous inferences about large trader activity

regional decentralization and fiscal incentives federalism chinese style abstract aligning the interests of local governments with market development is an important issue for developing and transition economies using a panel data set from china we investigate the relationship between provincial government s fiscal incentives and provincial market development we report three empirical findings first we find that during the period of fiscal contracting system the discrepancy between ex ante contracts and ex post implementation was relatively small suggesting that the fiscal contracts were credible second we find a much higher correlation about four times between the provincial government s budgetary revenue and its expenditure during 1980s and 1990s as compared to 1970s demonstrating that provincial governments faced much stronger ex post fiscal incentives after reform third we find that stronger ex ante fiscal incentives measured by the contractual marginal retention rate of the provincial government in its budgetary revenue are associated with faster development of the non state sector as well as more reforms in the state sector in the provincial economy this holds even when we control for the conventional measure of fiscal decentralization finally we compare federalism chinese style to federalism russian style

derivative use fund flows and investment manager performance abstract prior literature which examines the use of derivatives by investment managers does not discern between different types of derivative trading strategies this study is the first to examine and gather data on a particular type of derivative trading strategy undertaken by investment managers we examine the extent to which equity fund managers use index futures to manage fund flows and the effect this has on their alpha and market timing measures of performance our results show that funds that do not use derivatives exhibit lower returns and negative market timing skills when they experience fund flow the performance of funds that use derivatives however is independent of investor s liquidity demands in fact the unconditional performance of the average user fund is statistically equivalent to the performance of the average non user fund conditional on zero fund flow our results provide evidence that derivatives can be beneficial for mutual fund holders under certain conditions

large block transactions the speed of response and temporary and permanent stock price effects abstract the paper investigates how quickly prices attain new equilibrium levels after large block transactions and measures the associated temporary and permanent price effects we find that prices adjust within at most three trades with most of the adjustment occurring in the first trade the temporary price effect for seller initiated transactions is related to block size but the temporary price effect observed for buyer initiated transactions is no larger than that observed in 100 share trades most of the price effect associated with block trades is permanent and is related to block size regardless of the initiating party

a test of the theory of exhaustible resources an empirical test of the theory of exhaustible resources requires an estimate of the time path of the shadow price of the unextracted resource that generally is not observable because of the prevalence of vertical integration in natural resource industries in this paper we use duality theory to derive an econometric model that provides a statistical test of the theory of exhaustible resources a restricted cost function is used to obtain estimates of the shadow prices of unextracted resources the procedure is illustrated with data for the canadian metal mining industry for this industry the empirical implications of the theory of exhaustible resources are strongly rejected

the behavior of stock prices around institutional trades all trades executed by 37 large investment management firms from july 1986 to december 1988 are used to study the price impact and execution cost of the entire sequence package of trades that we interpret as an order we find that market impact and trading cost are related to firm capitalization relative package size and most importantly to the identity of the management firm behind the trade money managers with high demands for immediacy tend to be associated with larger market impact financial economists have long studied the equity trading process and its impact on stock prices much prior empirical research isolates individual trades and analyzes the behavior of the stock price around each trade see for example kraus and stoll 1972a holthausen leftwich and mayers 1987 1990 keim and madhavan 1991 petersen and umlauf 1991 hausman lo and mackinlay 1992 and chan and lakonishok 1993 evaluating the behavior of stock prices around trades provides a means of discriminating among various hypotheses as to the elasticity of the demand for stocks yields an estimate of the cost of executing trades and a measure of the liquidity of a market and permits tests of different models of the determination of quotes and transaction prices for many institutional investors however even a moderately sized position in a stock may represent a large fraction of the stock s trading volume accordingly an investment manager s order is often broken up into several trades it is often misleading therefore to consider an individual trade as the basic unit of analysis in the study of trading activity and its effects on prices this paper uses the record of trades executed by 37 large investment manage

china s state energy investment during 1991 2007 investment analysis and policy issues bo h zhang b oughton c yuan x and ma j china s state energy investment during 1991 2007 investment analysis and policy issues regional studies this article examines china s state energy investment during 1991 2007 using provincial level panel data the analysis shows that china s state energy investment is 1 driven by demand for energy 2 mostly unrelated to energy efficiency 3 undertaken with the consideration of reducing negative externalities associated with energy production 4 used by central government to subsidize some local governments and 5 directed to heavy industries policy impacts 4 and 5 are more profound in provinces in which the state s ownership of the provincial industry is high in addition results 4 and 5 are stronger at the earlier stage of china s domestic reform and before china s entry into the world trade organization wto which suggests that these policy impacts weaken along with the progress of china s market transition in sum china s state en

program trading and intraday volatility program trading and intraday changes in the s p 500 index are correlated future prices and to a lesser extent cash prices lead program trades index arbitrage trades are followed by an immediate change in the cash index which ultimately reverses slightly no reversal follows nonarbitrage trades the cumulative index changes associated with buy and sell trades and with arbitrage and nonarbitrage trades all are similar price decompositions suggest that the results are not due to microstructure effects program trades in this 1989 1990 sample do not seem to have created major short term liquidity problems the results are stable within the sample many practitioners regulators and public commentators have expressed concerns about potential destabilizing effects of program trading they argue that program trades especially index arbitrage programs increase intraday volatility and decrease

steady state growth in a hotelling model of resource extraction this paper re examines the hotelling model of optimal nonrenewable resource extraction in light of stock effects and technological progress we assume functional forms for cost and demand so that the solution to the hotelling problem is a steady state consistent with the empirical observation that the growth rates of market prices have remained zero over a long period of time we use data on 14 minerals from 1970 to 2004 to estimate the supply and demand functions using sur and 3sls and to test the model we validate the model for 8 of 14 minerals c 2007 elsevier inc all rights reserved

stock index futures and index arbitrage in a rational expectations model this article analyzes the role of stock index futures and index arbitrage in a rational expectations economy with competitive stock and futures markets a simple model is developed with three types of agents who besides having different trading motives have unequal access to markets among these agents only index arbitrageurs can trade on both markets and thus engage in arbitrage the article characterizes the impact of index arbitrage on equilibrium prices volatilities and welfare it is shown that index arbitrage is a risk reallocating and price correcting mechanism its impact on price stability is shown to be dependent on the relative variability of aggregate supply in the respective markets index arbitrage also transmits information across markets copyright 1991 by university of chicago press

window dressing by pension fund managers this paper takes a first look at investment strategies of managers of 769 pension funds with total assets of 129 billion at the end of 1989 the data show that managers of these funds tend to oversell stocks that have performed poorly relative sales of losers accelerate in the fourth quarter when funds portfolios are closely examined by the sponsors this result supports the view that fund managers window dress their portfolios to impress sponsors and suggests that managers are evaluated on their individual stock selections and not just aggregate portfolio performance this abstract was borrowed from another version of this item

the demand for stocks an analysis of ipo auctions we analyze a unique dataset that includes the full demand schedules of 27 israeli ipos that were conducted as nondiscriminatory uniform price auctions to the best of our knowledge this is the first time the whole demand schedule for any asset is described the demand schedules are relatively flat around the auction clearing price the average elasticity is 27 the elasticity is low when the return distribution contains a large unique component we also find a significant average abnormal return of 4 5 on the first trading day and a positive correlation between the abnormal return and the elasticity of demand article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

index arbitrage with heterogeneous investors a smooth transition error correction analysis abstract the traditional index arbitrage model assumes a constant threshold mispricing between the futures and cash prices for all investors allowing for heterogeneity in investors transaction costs objectives and capital constraints we model the intraday mispricing of djia futures as a smooth transition autoregressive star process with the speed of adjustment toward equilibrium varying directly with the mispricing we show that the observed mean reversion in mispricing changes is induced by heterogeneous arbitrageurs instead of a statistical illusion infrequent trading of index portfolio stocks we further use a star error correction model to describe the nonlinear dynamics between the djia futures and index this model describes not only which market is more informationally efficient than the other but also the legging process the nonsimultaneous establishing of cash and futures positions

an analysis of the implications for stock and futures price volatility of program trading and dynamic hedging strategies the notion that a real security is redundant when it can be synthesized by a dynamic trading strategy ignores the informati onal role of real securities markets portfolio insurance uses a dyna mic strategy to synthesize a european put the absence of trading in an appropriate real put option prevents the transmittal of informatio n to market participants about the future price volatility associated with current dynamic hedging strategies less information is transmi tted to potential liquidity providers it will therefore be more di fficult for the market to absorb the trades implied by the dynamic he dging strategies and the stocks future price volatility will rise copyright 1988 by the university of chicago

trading cost the critical link between investment information and results 1983 trading cost the critical link between investment information and results financial analysts journal vol 39 no 3 pp 39 44

the total cost of transactions on the nyse this paper develops a measure of execution costs market impact of transactions on the nyse the measure is the volume weighted average price over the trading day it yields results that are less biased than measures that use single prices such as closes the paper then applies this measure to a data set containing more than 14 000 actual trades we show that total transaction costs commission plus market impact costs average twenty three basis points of principal value for our sample commission costs averaging eighteen basis points are considerably higher than execution costs which average five basis points they vary slightly across brokers and significantly across money managers though brokers do not incur consistently high or low transaction costs money managers experience persistently high or lost costs finally the paper explores the possible tradeoff between commission expenditures and market impact costs paying higher commissions does not yield commensurately lower execution costs even after adjusting for trade difficulty we cannot determine whether other valuable brokerage services are being purchased with higher commission payments or whether some money managers really are inefficient consumers of brokerage trading services recent years have witnessed an explosion of institutional trading on the nation s stock exchanges in 1970 only 17 000 trades of blocks of 10 000 or more shares were done on the new york stock exchange these accounted for merely fifteen percent of total volume in 1984 there were 433 000 such block trades accounting for fifty percent of volume these trades are costly and in an informationally efficient stock market cannot help but have a deleterious effect on the investment performance of institutional investors

optimal deleveraging with nonlinear temporary price impact abstract in this paper we first propose a portfolio management model where the objective is to balance equity and liability the asset price dynamics includes both permanent and temporary price impact where the permanent impact is a linear function of the cumulative trading amount and the temporary impact is a k th between 0 and 1 order power function of the instantaneous trading rate we construct efficient frontiers to visualize the tradeoff between equity and liability and obtain analytical properties regarding the optimal trading strategies in the second part we further consider an optimal deleveraging problem with leverage constraints it reduces to a non convex polynomial optimization program with polynomial and box constraints a lagrangian method for solving the problem is presented and the quality of the solution is studied

an examination of changes in specialists posted price schedules new york stock exchange specialists disseminate information to market participants by displaying price schedules consisting of bid prices ask prices bid depths and ask depths we examine how specialists update these price schedules in a simultaneous equations model we find that changes in the best prices and depths on the limit order book have a significant impact on the posted price schedule while the effects of transactions and order activity are secondary furthermore we show that specialists revise prices and depths differently but find no evidence that they revise the price schedule in response to changes in inventory article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

new evidence on stock price effects associated with changes in the s p 500 index since october 1989 standard and poor s has when possible announced changes in the composition of the s p 500 index one week in advance because index funds hold s p 500 stocks to minimize tracking error index composition changes since this date provide an opportunity to examine the market reaction to an anticipated change in the demand for a stock using post october 1989 data the authors document significantly positive negative postannouncement abnormal returns that are only partially reversed following additions deletions these results indicate the existence of temporary price pressing and downward sloping long run demand curves for stocks and represent a violation of market efficiency copyright 1997 by university of chicago press

information and index arbitrage a random cash futures basis is derived in a dynamic multimarket learning game with sequential information shocks and strategic arbitrageurs who trade to exploit gaps in the basis statistical properties of the authors theoretical basis are derived both with and without index arbitrage the authors find that basis volatility a measure of intermarket mispricing may initially increase even as individual prices become more precise and that arbitrage reduces basis volatility the model is also used to analyze regulatory issues such as the possible impact of circuit breakers on the quality of the trading process copyright 1994 by university of chicago press

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

a direct test of methods for inferring trade direction from intra day data this study directly tests the ability of several competing methods to identify market buy and sell orders using intra day quote and trade prices and identifies factors that affect the accuracy of the methods lee and ready s 1991 algorithm performs about the same as the tick test but the performance of both methods is worse than expected the results show that the use of either algorithm to classify trades can lead to significantly biased estimates of effective spreads and signed volume but the tick test provides better estimates of effective spreads and signed volume than lee and ready s method i introduction the use of intra day prices in empirical studies of securities markets is increasingly common and studies frequently require trades be identified as buyer or seller initiated unfortunately most data sets do not identify trade direction methods have however been proposed that allow trade direction to be inferred from adjacent prices and quotes the accuracy of these methods and the implica tions for microstructure research are still unresolved issues in large part because trade direction is unobservable in most financial data sets this study directly tests the ability of several competing methods to iden tify market buy and sell orders using intra day quote and trade prices the tests are conducted using the torq database a unique data set the new york stock exchange makes available to researchers that contains information on trades quotes and orders using the tick tests and lee and ready s lr hereafter 1991 method to classify trades as buys or sells and comparing the results to the direction of the actual orders i directly test the accuracy of the classification algorithms the tests also identify the factors that affect the accuracy of the clas sification methods additional tests demonstrate that using these algorithms can lead to biased inferences in two of their most common applications estimating effective spreads and signed volume trading test results also show that the tick

in search of liquidity block trades in the upstairs and downstairs markets we analyze the ability of various market mechanisms to provide liquidity for large equity trades using data on 21 077 block transactions in dow jones stocks we find that the down stairs nyse floor market is a significant source of liquidity although negotiation in the informal upstairs market provides better execution than the downstairs market for large trades these differences are economically small we find however that upstairs markets are used by traders who can credibly signal that their trades are liquidity motivated thus upstairs markets allow trades that may not otherwise occur article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

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

optimal portfolio liquidation with distress risk we analyze the problem of an investor who needs to unwind a portfolio in the face of recurring and uncertain liquidity needs with a model that accounts for both permanent and temporary price impact of trading we first show that a risk neutral investor who myopically deleverages his position to meet an immediate need for cash always prefers to sell more liquid assets if the investor faces the possibility of a downstream shock however the solution differs in several important ways if the ensuing shock is sufficiently large the nonmyopic investor unwinds positions more than immediately necessary and all else being equal prefers to retain more of the assets with low temporary price impact in order to hedge against possible distress more generally optimal liquidation involves selling strictly more of the assets with a lower ratio of permanent to temporary impact even if these assets are relatively illiquid the results suggest that properly accounting for the possibility of future shocks should play a role in managing large portfolios

the impact of earnings announcements on the permanent price effects of block trades this study examines the permanent price effects that accompany block trades before and after earnings announcements permanent price effhcts are determined by comparing prices on either side of block trades this price change may be interpreted as a measure of the information asymmetry between privately informed traders and market makers we examine permanent price effects in the period surrounding earnings announcements to test the prediction that anticipated public announcements give rise to private information acquisition permanent price effects of block trades are analogous to bid ask spreads in prices quoted for small trades in testing for information asymmetries confounding effects may occur due to expected increases in price volatility at the time of an earnings release block trade data are less

demand curves for stocks do not slope down evidence using an exogenous supply shock we analyze the price impact of an exogenous share sale of inside blockholders who were forced to sell a part of their shareholdings following a regulatory change in india the affected firms experience a negative excess return of 4 3 during the issue week crucially the price impact reverses within around 16 days of the event our results are consistent with the view that long term demand curves for stocks are flat this view is echoed in classical finance theories the short term price reaction to a sale is probably due to temporary price pressure

capital mobility and asset pricing we present a model for the equilibrium movement of capital between asset markets that are distinguished only by the levels of capital invested in each investment in that market with the greatest amount of capital earns the lowest risk premium intermediaries optimally trade off the costs of intermediation against fees that depend on the gain they can offer to investors for moving their capital to the market with the higher mean return the bargaining power of an investor depends on potential access to alternative intermediaries in equilibrium the speeds of adjustment of mean returns and of capital between the two markets are increasing in the degree to which capital is imbalanced between the two markets and can be reduced by competition among intermediaries

taxation and growth with overlapping generations abstract this paper examines the growth effects of wage and interest income taxation in an endogenous growth model which is characterized by diminishing point in time returns in human capital producing technology and overlapping generations of two period lived individuals we show that the greater the long term learning time of individuals the more individuals inherit human capital from the previous generation we demonstrate that a flat rate wage tax stimulates economic growth while interest income taxation does not necessarily foster such growth intergenerational redistribution induces individuals to change both physical and human capital accumulation affecting the growth rate through changes in factor prices

does stock price elasticity affect corporate financial decisions abstract this paper considers whether stock price elasticity affects corporate financial decisions basic economic principles and the existing theoretical literature predict that firms choosing the dutch auction instead of the fixed price tender offer should be those firms expecting to face greater stock price elasticity econometric analysis suggests that firms choosing the dutch auction instead of the fixed price tender offer between 1984 and 1989 are indeed those firms expecting to face greater stock elasticity even though the average realized elasticities of the firms conducting the various tender offers fail to be significantly different the expected elasticity remains an important determinant of the tender offer choice even when allowing for firm characteristics associated with the choice of repurchase method firms facing greater elasticity are also characterized the findings suggest that expected stock price elasticity may be an important determinant of corporate financial decisions that affect the supply of or demand for stock

ipo mechanisms monitoring and ownership structure1 this paper analyzes the e ect of di erent ipo mechanisms on the structure of share ownership and explores the role of underpricing and rationing in determining investors shareholdings we focus on the agency problem that results when large institutions are the only investors capable of monitoring the firm whereas small shareholders free ride on these activities the major conclusion is that some well known aspects of ipos may be explained as rational responses by the issuer to the existence of regulatory constraints in public capital markets there is a two stage o ering mechanism in which the investment banker acting in the interests of the issuer optimally rations the allotment of shares to small investors in order to capture the benefits associated with better monitoring by institutions importantly in our model the existence of underpricing and oversubscription is an indication that the issuer has received a higher ex ante price than would have been obtained through a competitive walrasian type o ering process 1998 elsevier science s a all rights reserved jel classification g24 g32 g38

block trading and information revelation around quarterly earnings announcements the author investigate the empirical importance of information revelation in the pricing of block trades in particular he examine whether block prices are correlated with the unexpected part of firms quarterly earnings for his sample of block trades information revelation does indeed appear to be a significant factor shortly before earnings announcements article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

dynamic trading policies with price impact abstract in this paper we analyze the optimal policy for a risk averse agent who wants to sell a large block of shares of a risky security in the presence of price impact and transactions costs our framework reduces to the standard merton portfolio problem in the absence of any market frictions optimal liquidation results in revenue distributions which are substantially different from those generated by a naive strategy the main tradeoff involves choosing between revenue distributions which have high means versus those which have low variances furthermore our results suggest that the effective liquidity of a security depends on its return distribution and on the characteristics of the agent carrying out the trade as well as on the price impact function

the intraday speed of stock price adjustment to major dividend changes bid ask bounce and order flow imbalances abstract this paper examines the intraday stock price reaction to substantial shifts in dividend policy the results indicate the price reaction to be slower than that previously found by patell and wolfson 1984 and closer to that found with earnings announcements by woodruff and senchack 1988 possible order flow imbalances are examined by looking at the proximity of transaction prices to contemporaneous bid and ask quotes while order flow imbalances are evident for bad news announcements this is not the case for the dividend increase sample this is interpreted as evidence that the price reaction to major dividend increases are in general anticipated fifteen minute holding period returns are computed to measure the movement of equilibrium prices during the announcement period results show a rapid adjustment of prices to positive announcements with adjustment to negative announcements taking up to 75 minutes finally fifteen minute lagged bid ask returns are calculated to determine whether an investor could respond to the announcement and earn positive returns these results are found to be dependent on the transaction cost assumptions being made

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

episodic liquidity crises cooperative and predatory trading we describe how episodic illiquidity arises from a breakdown in cooperation between market participants we first solve a one period trading game in continuous time using an asset pricing equation that accounts for the price impact of trading then in a multi period framework we describe an equilibrium in which traders cooperate most of the time through repeated interaction providing apparent liquidity to one another cooperation breaks down when the stakes are high leading to predatory trading and episodic illiquidity equilibrium strategies that involve cooperation across markets lead to less frequent episodic illiquidity but cause contagion when cooperation breaks down why is illiquidity rare and episodic pastor stambaugh 2003 detect only 14 aggregate low liquidity months over the time period 1962 to 1999 despite being of significant magnitude most of the episodes were short lived and were followed by long periods of liquidity 1 the origin of this empirical observation still remains a puzzle in this paper we attempt to shed light on this puzzle by developing a theoretical model in which a breakdown in cooperation between traders in the market manifests itself in predatory trading this mechanism leads to sudden and short lived illiquidity we develop a dynamic model of trading based on liquidity needs during each period a liquidity event may occur in which a trader is required to liquidate a large block of an asset in a relatively short time period this need for liquidity is observed by a tight oligopoly whose members may choose to predate or cooperate predation involves racing and fading the distressed trader to the market

education moral hazard and endogenous growth abstract we build an overlapping generations model of endogenous growth driven by human capital formation young people differ in their innate abilities but these differences are not known even by the individuals themselves when they are going through the process of education so there are no adverse selection problems the probability of successful completion of schooling depends on both innate abilities and effort level moral hazard arises because effort is not observable successful students become skilled workers while unsuccessful ones become unskilled workers a utilitarian government that cares about income distribution within each generation transfers income from the rich skilled workers to the poor unskilled ones this is anticipated by the young pupils and reduces incentive for hard work this results in a lower rate of graduation and has an adverse effect on the growth rate of human capital and output comparative statics results across balanced growth paths are derived the parameters of interest are the students rate of time preference their degree of effort aversion and the relative price of the skill intensive consumption good

the upstairs market for large block transactions analysis and measurement of price effects this article develops a model of the upstairs market where order size beliefs and prices are determined endogenously we test the model s predictions using unique data for 5 625 equity trades during the period 1985 to 1992 that are known to be upstairs transactions and are identified as either buyer or seller initiated we find that price movements prior to the trade date are significantly positively related to trade size consistent with information leakage as the block is shopped upstairs further the temporary price impact or liquidity effect is a concave function of order size which may result from upstairs intermediation

strategic trading in a dynamic noisy market this paper studies a dynamic model of a nancial market with a strategic trader in each period the strategic trader receives a privately observed endowment in the stock he trades with competitive market makers to share risk noise traders are present in the market after receiving a stock endowment the strategic trader is shown to reduce his risk exposure either by selling at a decreasing rate over time or by selling and then buying back some of the shares sold when the time between trades is small the strategic trader reveals the information regarding his endowment very quickly

stock price effects and costs of secondary distributions abstract this study does not support the view that a large number of shares can be sold at the prevailing market price and at a small cost a significant stock price decrease is observed at the initial announcement of secondary distributions the price declines are greater for offerings by officers and directors and for larger offerings but are significant for all types of sellers and for large and small offerings there is no significant price decline at the offering when secondaries are announced in advance underwriting and other selling costs are substantial and are positively related to relative offering size

the time path of scarcity rent in the theory of exhaustible resources there is now a consensus in the literature on resource economics that a depletable resource should command a price in excess of its marginal extraction cost simply to reflect the opportunity cost of using a unit of it today rather that conserving it for the future but how this excess is to change along an optimal or competitive equilibrium path of resource use is still an unresolved question this might at first seem puzzling since according to the fundamental theorem of economics of exhaustible resources or hotelling i 93 i rule on an optimal path price minus marginal extraction cost also termed interchangeably as scarcity rent user cost or royalty should steadily grow over time at the social rate of discount however the literature contains sharply contrasting views on the subject for example kay and mirrlees 1975 have argued that since along an optimal path the scarcity rent grows exponentially as a finite stock of a resourcexnears exhaustion then situations in which the resource stock is still very large and yet the price greatly exceeds the marginal extraction cost should indicate that the price is significantly above its optimal level and that the resource is overconserved in stark contrast to this view heal i976 has argued that as the resource stock nears exhaustion the difference between price and marginal cost or what he termed social cost of extraction falls monotonically to zero hanson i980 analyses the same model as heal s but unlike heal who assumes the unit extraction cost to be convex he postulates it to be concave and yet like heal concludes that the scarcity rent will be monotonically declining over time solow and wan i976 analyse a still different situation where resource deposits differ in quality and the unit extraction cost increases as higher grade deposits are exhausted and extraction proceeds to lower grades they show that along an optimal path the shadow price of a resource must rise at the real rate of interest despite differential extraction costs but that the difference between price and the marginal extraction cost or what they call degradation charge declines monotonically over time to zero these sharply differing conclusions suggest that far from being resolved the question of how scarcity rent changes over time is much in want of a close scrutiny the need for such a scrutiny becomes even stronger once it is noted

drips and the dividend pay date effect on the day that dividends are paid we find a significant positive mean abnormal return that is completely reversed over the following days this dividend pay date effect has strengthened since the 1970s and is consistent with the temporary price pressure hypothesis the pay date effect is concentrated among stocks with dividend reinvestment plans drips and is larger for stocks with a higher dividend yield greater drip participation and greater limits to arbitrage over time profits from a trading strategy that exploits this behavior are positively related to the dividend yield and spread and negatively associated with aggregate liquidity

price and volume effects associated with changes in the s p 500 list new evidence for the existence of price pressures attempts to identify price pressures caused by large transactions may be inconclusive if the transactions convey new information to the market this problem is addressed in an examination of prices and volume surrounding changes in the composition of the s p 500 since these changes cause some investors to adjust their holdings of the affected securities and since it is unlikely that the changes convey information about the future prospects of these securities they provide an excellent opportunity to study price pressures the results are consistent with the price pressure hypothesis immediately after an addition is announced prices increase by more than 3 percent this increase is nearly fully reversed after 2 weeks the efficient market hypothesis emh predicts that security prices reflect all publicly available information therefore one corollary of the emh is that you can sell or buy large blocks of stock at close to the market price as long as you can convince other investors that you have no private information 1 this statement assumes that securities are near perfect substitutes for each other if so the excess demand for a single security will be very elastic and the sale or purchase of a large number of shares will have no impact on price in contrast to the emh scholes 8 kraus and stoll 5 hess and frost 4 and others propose two hypotheses which predict that a large stock sale purchase will cause the price to decrease increase even if no new information is associated with the transaction the imperfect substitutes hypothesis ish also known as the distribution effect hypothesis assumes that securities are not close substitutes for each other and hence that long term demand is less than perfectly elastic under this hypothesis equilibrium prices change when demand curves shift to eliminate excess demand price reversals are not expected because the new price reflects a new equilibrium distribution of security holders the price pressure hypothesis pph assumes that investors who accommodate demand shifts must be compensated for the transaction costs and portfolio risks that they bear when they agree to immediately buy or sell securities which they otherwise would not trade these passive suppliers of liquidity are attracted by immediate price drops rises associated with large sales purchases they are compensated for their liquidity service when prices rise drop to their fullinformation levels the pph like the emh assumes that long run demand is

energy intensity and investment ownership across chinese provinces abstract the main objective of this paper is to investigate whether openness and investment ownership are key factors in explaining the diffusion of energy saving technologies in china compared with previous studies the novel aspect of this work is the use of a rich dataset at provincial level which allows the high level of regional heterogeneity to be taken into consideration the unbalanced regional growth has been translated into differences in the need for energy resources across the vast territory of china a detailed analysis of these issues may provide new insights into the energy situation in this country the analysis is also disaggregated by type of energy coal electricity and petroleum we estimate the models by panel corrected standard errors developed by beck and katz 1995 over the period 1985 2008 results obtained confirm the hypothesis that both foreign and non state investments play a leading role in the decline of energy intensity across chinese regions whereas there is no evidence of a positive contribution of state investment the findings also reveal differences in energy intensity across regions thus confirming the importance of accounting for the regional dimension when analyzing energy consumption in china

do demand curves for stocks slope down since september 1976 stocks newly included into the standard and poor s 500 index have earned a significant positive abnormal return at the announcement of the inclusion this return does not disappear for at least ten days after the inclusion the returns are positively related to measures of buying by index funds consistent with the hypothesis that demand curves for stocks slope down the returns are not related to s p s bond ratings which is inconsistent with a plausible version of the hypothesis that inclusion is a certification of the quality of the stock

transparency and liquidity a study of block trades on the london stock exchange under different publication rules this article examines whether reducing a market s transparency by delaying the publication of prices for block trades has any impact on liquidity the analysis uses a sample of 5987 blocks from the london stock exchange that cover three different publication regimes immediate 1987 88 90 minutes 1991 92 and 24 hours 1989 90 delaying publication does not affect the time taken by prices to reach a new level which is rapid under all regimes spreads differ across years but their size relates more closely to market volatility than to speed of publication there is therefore no gain in liquidity from delayed publication

a note on execution costs for stock index futures information versus liquidity effects this paper examines execution costs and the impact of trade size for stock index futures using price volume transaction data from the london international financial futures and options exchange consistent with subrahmanyam rev financ stud 4 1991 11 we find that effective half spreads in the stock index futures market are small compared to stock markets and that trades in stock index futures have only a small permanent price impact this result is important as it helps to better understand the success of equity index products such as index futures and exchange traded funds we also find that there is no asymmetry in the post trade price reaction between purchases and sales for stock index futures across various trade sizes this result is consistent with the conjecture in chan and lakonishok j financ econ 33 1993 173 that the asymmetry surrounding block trades in stock markets is due to the high cost of short selling and the general reluctance of traders to short sell on stock markets c 2004 elsevier b v all rights reserved

anonymity adverse selection and the sorting of interdealer trades this article asks why london security dealers use more than one trading venue to trade with one another we argue that differences in the exclusivity liquidity anonymity and post trade transparency of each system permit a more efficient sorting of interdealer trades than if there were just one system our evidence comes from detailed data on where london dealers chose to place interdealer trades contrary to intuition we show that uninformed interdealer trades as measured by subsequent price impact tend to migrate to third party brokered systems where trade is anonymous by contrast informed interdealer trades tend to migrate to the direct nonanonymous public market additionally we show that this distribution of trades is supported by differences in the price improvement dealers receive in the direct and brokered markets our findings have implications for three strands of the market microstructure literature first they contribute to our understanding of the importance of anonymity and transparency in securities trading most theoretical models of the effects of anonymity and transparency predict that anonymous trading systems will attract more informed trades

retesting the causality between energy consumption and gdp in china evidence from sectoral and regional analyses using dynamic panel data abstract the increasing attention on energy policy needs has provided a renewed stimulus to research the linkages between energy consumption and economic performance in china this paper examined the causal relationship between energy consumption and economic growth in the regional and sectoral aspects by adopting provincial panel data in china from 1995 to 2008 the results indicate that economic growth causes more energy consumption in china not only at the national level but also at the regional and sectoral levels then the eastern region and the industrial sector show results quite similar to that of the whole country in which a bidirectional causality relationship exists between energy consumption and economic growth the implication for energy policies in china is that the eastern region and the industrial sector should play a leading role in the adjustment of energy consumption patterns and the transformation of the economy structure energy prices have limited effects on energy consumption but do have effects on economic growth because the energy price mechanism is more government oriented than market oriented in china

what factors increase the risk of incurring high market impact costs this article applies quantile regression to assess the factors that influence the risk of incurring high trading costs using data on the equity trades of the world s second largest pension fund in the first quarter of 2002 we show that trade timing momentum volatility and the type of broker intermediation are the major determinants of the risk of incurring high trading costs such risk is increased substantially by either high or low momentum and by strong volatility moreover agency trades are substantially more risky in terms of trading costs than similar principal trades finally we show that the quantile regression model succeeds well in forecasting future trading costs

trading behavior and the unbiasedness of the market reaction to dividend announcements this article examines the price formation process during dividend announcement day using daily closing prices and transactions data we find that the unconditional positive excess returns first documented by kalay and loewenstein 1985 are higher for small firm and low priced stocks price volatility and trading volume also increase during this period examination of trade prices relative to the bid ask spread and volume of trades at bid and asked prices shows that the excess returns cannot be attributed to measurement errors or to spillover effects of tax related ex day trading rather the price behavior is related to the absorption of dividend information

energy consumption and economic growth evidence from china at both aggregated and disaggregated levels using a neo classical aggregate production model where capital labor and energy are treated as separate inputs this paper tests for the existence and direction of causality between output growth and energy use in china at both aggregated total energy and disaggregated levels as coal oil and electricity consumption using the johansen cointegration technique the empirical findings indicate that there exists long run cointegration among output labor capital and energy use in china at both aggregated and all three disaggregated levels then using a vec specification the short run dynamics of the interested variables are tested indicating that there exists granger causality running from electricity and oil consumption to gdp but does not exist granger causality running from coal and total energy consumption to gdp on the other hand short run granger causality exists from gdp to total energy coal and oil consumption but does not exist from gdp to electricity consumption we thus propose policy suggestions to solve the energy and sustainable development dilemma in china as enhancing energy supply security and guaranteeing energy supply especially in the short run to provide adequate electric power supply and set up national strategic oil reserve enhancing energy efficiency to save energy diversifying energy sources energetically exploiting renewable energy and drawing out corresponding policies and measures and finally in the long run transforming development pattern and cut reliance on resource and energy dependent industries

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

institutional trades and intraday stock price behavior abstract this paper examines the price effect of institutional stock trading using a unique data set that reports the transactions large and small of 37 large institutional money management firms the direction of each trade and the identity of the management firm behind each trade are known although institutional trades are associated with some price pressure we find that the average effect is small there is also a marked asymmetry between the price impact of buys versus sells we relate our findings to various hypotheses on the elasticity of demand for stocks the cost of executing transactions and the determinants of market impact although market capitalization and relative trade size influence the market impact of a trade the dominant influence is the identity of the money manager behind the trade