mean reversion in short horizon expected returns this article develops and estimates a simple model for monthly expected stock returns that relies on the rapidly decaying structure of shorter horizon weekly expected returns the most striking aspect of our findings is that the rapid mean reversion in short horizon expected returns implies much greater variation through time in monthly expected returns than has been documented in earlier studies for instance during the 1962 to 1985 period over 25 percent of the return variance of small firms can be explained by time variation in expected returns article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

common asset pricing factors in volatilities and returns in futures markets abstract factor based asset pricing models have been used to explain the common predictable variation in excess asset returns this paper combines means with volatilities of returns in several futures markets to explain their common predictable variation using a latent variables methodology tests do not reject a single factor model with a common time varying factor loading the single common factor accounts for up to 53 of the predictable variation in the volatilities and up to 14 of the predictable variation in the means s p500 futures volatility predicted by the factor model is highly correlated with volatility implied in s p500 futures options but both the factor and implied volatilities are significant in predicting future volatility in derivatives pricing both implied volatility from options and factors extracted from asset pricing models should be employed

a bias in closing prices the case of the when issued pricing anomaly financial studies examining stock price behavior have principally relied on end of day data this paper illustrates a bias in closing prices by reexamining the when issue pricing anomaly with intraday data with intraday data major portions of the pricing anomaly can be explained by a nonsynchronous matching of trades a difference in the settlement procedures labeled time value of money in choi and strong 1983 a mismatching of market purchases with market sales first proposed by lamoureux and wansley 1989 and a higher frequency of market purchases relative to market sales in addition the small remaining portion of the anomaly cannot be arbitraged the remaining premium is attributed to a lower level of limit order competition and an order imbalance in the when issued shares

put call parity and expected returns this study examines the hypothesis that in the presence of market frictions relative put and call prices contain information concerning future returns of the underlying asset a measure of relative prices is derived from the put call parity relationship for index options and applied to a three year sample of oex option transactions the results show that the measure of relative index option prices leads the stock market by at least 15 minutes

option valuation with systematic stochastic volatility we use an extension of the equilibrium framework of rubinstein 1976 and brennan 1979 to derive an option valuation formula when the stock return volatility is both stochastic and systematic our formula incorporates a stochastic volatility process as well as a stochastic interest rate process in the valuation of options if the mean volatility and covariance processes for the stock return and the consumption growth are predictable our option valuation formula can be written in preference free form further many popular option valuation formulae in the literature can be written as special cases of our general formula in this paper we investigate the valuation of individual stock options when the volatility of the underlying stock return is stochastic and has a systematic component which is related to the stochastic volatility of the consumption growth or the market return such an investigation is timely and of significant interest because there is now a considerable amount of evidence that the volatility of stock prices is not only stochastic but that it is also highly correlated with the volatility of the market as a whole for example see black 1975 conrad kaul and gultekin 1991 jarrow and rosenfeld 1984 jorion 1988 and ng engle and rothschild 1992 furthermore empirical work by black and scholes 1972 gultekin rogalski and tinic 1982 and whaley 1982 has shown that the empirical biases inherent in the black scholes option prices are different for options on high and low risk stocks because low risk stocks are mainly large firm stocks with stochastic return volatilities that are highly correlated with the return volatility of the market and high risk stocks are mainly small firm stocks with a lessimportant systematic volatility component incorporating systematic volatility effects in option valuation models has the potential to reduce the empirical biases exhibited by prices computed from the black scholes formula we use equilibrium arguments that extend the consumption based representative agent framework of rubinstein 1976 brennan 1979 and stapleton and subrahmanyam 1984 to allow individual asset returns and the consumption growth to exhibit stochastic volatility in particular we permit the volatility of individual asset returns to consist of a systematic component that is related to the consumption or market volatility in addi

the interrelation of stock and options market trading volume data this research empirically investigates the relation between common stock and call option trading volumes the paper hyothesizes and tests a sequential flow of information between the stock and option markets if information trading for cboe listed firms is predominantly accomplished through option trading then existing research methodologies may be biased against finding any significant economic consequences in those instances where option listing is an important variable results indicate that trading in call options leads trading in the underlying shares with a one day lag black 2 suggests that information traders may prefer trading in options rather than shares due to economic incentives provided by reduced transaction costs capital requirements and trading restrictions and due to the greater action afforded by option trading manaster and rendleman 12 empirically support black s 2 option information trading preference finding incremental information content in option prices up to twenty four hours prior to its reflection in stock prices jennings and starks 10 report that the stock price adjustment process upon arrival of new information differs for those firms listed on the chicago board option exchange cboe and they demonstrate that stock price adjustment to new information occurs more rapidly for firms with listed call options the results in both papers appear to warrant consideration of an optiontrading variable in the design of empirical tests both manaster and rendleman 12 and jennings and starks 10 investigate the price relation between shares and call options this paper investigates trading volume copeland 4 posits the use of trading volume as a proxy for the rate of information arrival he concludes that the relation between absolute value of price changes and volume is positive and linear if one accepts a sequentialinformation arrival hypothesis as valid the present research hypothesizes and tests a sequential flow of information between the stock and option markets analyses presented are based on econometric tests for causality1 derived from the works of granger 6 and sims 22 if information trading takes place

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

return autocorrelation and institutional investors abstract we propose and test the hypothesis that trading by institutional investors contributes to serial correlation in daily returns our results demonstrate that nyse particles and individual security daily return autocorrelationsare an increasing function of the level of institutional ownership moreover the results are consistent with the hypothesis that institutional trading reflects information and increases the speed of price adjustment the relation between autocorrelation and institutional holdings does not however apparent to be driven by market frictions or rational time varying required rates of return we conclude that institutional investors correlated trading patterns contribute to axial correlation in daily returns

portfolio return autocorrelation abstract this paper investigates whether portfolio return autocorrelation can be explained by time varying expected returns nontrading state limit orders market maker inventory policy or transaction costs evidence is consistent with the hypothesis that transaction costs cause portfolio autocorrelation by slowing price adjustment i develop a transaction cost model which predicts that prices adjust faster when changes in valuation are large in relation to the bid ask spread cross sectional tests support this prediction but time series tests do not

option prices as predictors of equilibrium stock prices the black scholes option pricing model modified for dividend payments is used to calculate jointly implied stock prices and implied standard deviations a comparison of the implied stock prices with observed stock prices reveals that the implied prices contain information regarding equilibrium stock prices that is not fully reflected in observed stock prices the implications of this finding are discussed this study investigates the role of call option prices as predictors of the equilibrium prices of their underlying stocks using the black scholes 3 bs model previous tests of the bs model have shown that the formula is highly successful in explaining the observed market prices of options see black and scholes 2 galai 8 chiras and manaster 6 and macbeth and merville 12 according to the model the option price is a function of the current value of the underlying stock the instantaneous variance of the stock s rate of return the time to maturity of the option the risk free rate of interest and the exercise price of the option 1 given an observed option price and known values of all input parameters to the bs model except the stock price one can determine the price of the underlying stock that equates the observed option price to its calculated value it follows from the underlying logic of the model that the implied price is the value of the underlying stock for which a continuously revised option bond portfolio would be a perfect substitute for the stock hence if options are actually priced according to the model implied stock prices will be the option market s assessment of equilibrium stock values previous empirical studies have assumed that observed stock prices are the relevant stock prices for option valuation however just as stock prices may differ in the short run from one exchange to another i e nyse midwest

a transactions data analysis of nonsynchronous trading weekly returns of stock portfolios exhibit substantial autocorrelation analytical studies suggest that nonsynchronous trading is capable of explaining from 5 to 65 of the autocorrelation the varying importance of nonsynchronous trading in these studies arises primarily from differing assumptions regarding nontrading periods of stocks we simulate the effects of nonsynchronous trading by sampling stock returns from a return generating process using transactions data to obtain the precise time of each stock s last trade we find that simulated weekly portfolio returns exhibit autocorrelations that are roughly 25 that of their observed crsp weekly returns article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

volatility forecasting with range based egarch models we provide a simple yet highly effective framework for forecasting return volatility by combining exponential generalized autoregressive conditional heteroscedasticity models with data on the range using standard and poor s 500 index data for 1983 2004 we demonstrate the importance of a long memory specification based on either a two factor structure or fractional integration that allows for some asymmetry between market returns and volatility innovations out of sample forecasts reinforce the value of both this specification and the use of range data in the estimation we find substantial forecastability of volatility as far as 1 year from the end of the estimation period contradicting the return based conclusions of west and cho and of christoffersen and diebold that predicting volatility is possible only for short horizons

intergenerational transfers and liquidity constraints a growing body of evidence indicates that liquidity constraints could affect a substantial proportion of u s consumers but little is known about why these constraints might exist an important but little explored issue is the relationship between inter vivos intergenerational transfers and liquidity constraints these transfers can ease borrowing constraints empirical transfer patterns match those predicted from a model in which transfers are allocated to liquidity constrained consumers in particular the distinction between current and permanent incomes of potential recipients is a key aspect of private transfer behavior the findings have important implications for our understanding of consumer behavior

inter vivos transfers and intergenerational exchange the surge of interest in intergenerational transfers in the past decade has sparked a debate over the motivation for them are transfers given out of altruism or part of an exchange while each motive is probably at work to some extent we know little about whether one motive predominates the question is relevant for issues concerning public income redistribution and inequality in the family but despite its importance empirical evidence about motives is scarce because of limited data we investigate a new data set the national survey of families and households which remedies many of the shortcomings of other data sets containing private transfer information we find that empirical patterns for inter vivos transfers i e transfers between living persons are more consistent with exchange than altruism

trading mechanisms and stock returns an empirical investigation this paper examines the effects of the mechanism by which securities are traded on their price behavior we compare the behavior of open to open and close to close returns on nyse stocks given the differences in execution methods applied in the opening and closing transactions opening returns are found to exhibit greater dispersion greater deviations from normality and a more negative and significant autocorrelation pattern than closing returns we study the effects of the bid ask spread and the price adjustment process on the estimated return variances and covariances and discuss the associated biases we conclude that the trading mechanism has a significant effect on stock price behavior

information and securities a note on pareto dominance and the second best a unified analysis is provided of two related problems the first concerns the welfare impact of changing the set of tradeable securities in an incomplete market economy the second concerns the welfare implications of changing the common information structure faced by all agents both problems arise from a common second best framework in which expanding the set of trading opportunities can lead to a pareto worsening journal of economic literature classification number 026 rl 1987 academic press inc in this note we provide a unified analysis of two related problems the first concerns the welfare impact of changing the set of tradeable securities in an incomplete market economy the second concerns the welfare implifications of changing the common information structure faced by all agents we will discuss apparent paradoxial results that arise in both problems using a single geometric example the example provides a clear illustration of the source of the apparent paradoxes both problems arise from a common second best framework by second best we mean the lipsey lancaster 20 idea of additional constraints on allocations over and above resource availability constraints our discussion brings together two related but distinct literatures the we are greatly indebted to james ohlson for many constructive comments and to david kreps and n v long for comments on a previous draft

liquidity dynamics and cross autocorrelations this paper examines the relation between information transmission and cross autocorrelations we present a simple model where informed trading is transmitted from large to small stocks with a lag in equilibrium large stock illiquidity induced by informed trading portends stronger cross autocorrelations empirically we find that the lead lag relation increases with lagged large stock illiquidity further the lead from large stock order flows to small stock returns is stronger when large stock spreads are higher in addition this lead lag relation is stronger before macro announcements when information based trading is more likely and weaker afterward when information asymmetries are lower

conditional heteroscedasticity in time series of stock returns evidence and forecasts this article presents new evidence about the time series behavior of stock prices daily return series exhibit significant levels of second order dependence and they cannot be modeled as linear white noise processes a reasonable return generating process is empirically shown to be a first order autoregressive process with conditionally heteroskedastic innovations in particular generalized autoregressive conditional heteroskedastic garch 1 1 processes fit to data very satisfactorily various out of sample forecasts of monthly return variances are generated and compared statistically forecasts based on the garch model are found to be superior copyright 1989 by the university of chicago

price reversals bid ask errors or market overreaction abstract we show that bid ask errors in transaction prices are the predominant source of apparent price reversals in the short run for nasdaq firms once we extract measurement errors in prices caused by the bid ask spread we find little evidence of market overreaction on the contrary we find that security returns are positively and not negatively autocorrelated we also show that bid ask errors lead to substantial spurious volatility in transaction returns about half of measured daily return variances can be induced by the bid ask effect

trading volume and autocorrelation empirical evidence from the stockholm stock exchange abstract in accordance with studies for other markets swedish index returns exhibit high autocorrelation a after days of above average performance of the stock market b after low absolute returns c when trading volume is low and d following fridays contrary to the non synchronous trading and the transaction cost hypotheses all results extend to individual stock returns it is concluded that autocorrelation patterns are related to the trading patterns of individual investors and not the cross security information processing of the market in particular the observed autocorrelation structure corresponds to feedback trading

share price and mortality an empirical evaluation of newly listed nasdaq stocks abstract we examine a sample of 5896 stocks listed on nasdaq between 1974 and 1988 to see whether the price per share has significant statistical power in forecasting subsequent returns and attrition rates consistent with anecdotal evidence we document a higher mortality rate for lower priced stocks than for higher priced issues surprisingly mortality is not related to market capitalization our results also hold for subsamples partitioned by industry and issue year on average investors are not adequately compensated for this additional mortality risk earning lower risk adjusted rates of return on portfolios of lower priced shares than on portfolios of higher priced shares

an empirical examination of information differences of opinion and trading activity abstract we investigate the relations between trading volumes and our proxies for information flows and divergences in opinions we view s p 500 index futures open interest as a useful proxy for divergences of traders opinions and find that volumes are higher on days when open interest increases than on days with declines volume in individual equities is more closely related to firm specific information flows while equity basket volume is more closely associated with market information this differential impact is greatest for small capitalization stocks where market wide news has no explanatory power

trading volume and cross autocorrelations in stock returns this paper finds that trading volume is a significant determinant of the lead lag patterns observed in stock returns daily and weekly returns on high volume portfolios lead returns on low volume portfolios controlling for firm size nonsynchronous trading or low volume portfolio autocorrelations cannot explain these findings these patterns arise because returns on low volume portfolios respond more slowly to information in market returns the speed of adjustment of individual stocks confirms these findings overall the results indicate that differential speed of adjustment to information is a significant source of the cross autocorrelation patterns in short horizon stock returns both academics and practitioners have long been interested in the role played by trading volume in predicting future stock returns 1 in this paper we examine the interaction between trading volume and the predictability of short horizon stock returns specifically that due to lead lag cross autocorrelations in stock returns our investigation indicates that trading volume is a significant determinant of the cross autocorrelation patterns in stock returns 2 we find that daily or weekly returns of stocks with high trading volume lead daily or weekly returns of stocks with low trading volume additional tests indicate that this effect is related to the tendency of high volume stocks to respond rapidly and low volume stocks to respond slowly to marketwide information

some relations between volatility and serial correlations in stock market returns this article explores the relation between serial correlation and volatility for several different stock return series at daily and weekly frequencies it is found that serial correlations are changing over time and are related to stock return volatility an extension to the garch model is proposed and estimated revealing parameters consistent with other findings in this article copyright 1992 by university of chicago press

information trading volume and international stock return comovements evidence from cross listed stocks we investigate the joint dynamics of returns and trading volume of 556 foreign stocks cross listed on u s markets heterogeneous agent trading models rationalize how trading volume reflects the quality of traders information signals and how it helps to disentangle whether returns are associated with portfolio rebalancing trades or information motivated trades based on these models we hypothesize that returns in the home u s market on high volume days are more likely to continue to spill over into the u s home market for those cross listed stocks subject to the risk of greater informed trading our empirical evidence provides support for these predictions which confirms the link between information trading volume and international stock return comovements that has eluded previous empirical investigations

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

correlations in price changes and volatility across international stock markets the short run interdependence of prices and price volatility across three major international stock markets is studied daily opening and closing prices of major stock indexes for the tokyo london and new york stock markets are examined the analysis utilizes the autoregressive conditionally heteroskedastic arch family of statistical models to explore these pricing relationships evidence of price volatility spillovers from new york to tokyo london to tokyo and new york to london is observed but no price volatility spillover effects in other directions are found for the pre october 1987 period article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

earnings news and small traders an intraday analysis abstract this study separates trading volume into buyer and seller initiated activities and examines the directional volume reaction in small and large trades to different types of earnings news good bad news triggers brief but intense buying selling in the large trades however a persistent period of unusually high buying activity is observed in the small trades irrespective of the news this anomalous proclivity of small traders to buy is robust across firm size trading volume and different earnings expectation models several explanations are discussed although the behavior does not seem fully explained by existing theories

the threshold effect in expected volatility a model based on asymmetric information this article develops theoretical insight into the threshold effect in expected volatility which means that large shocks are less persistent in volatility than small shocks the model uses the kyle admati pfleiderer setup with liquidity traders informed traders and a market maker information is modeled as a garch process it is shown that the garch process for information is transformed into a tarch process for threshold garch for the market price changes working with information flows allows one to derive implications for trading volume and market liquidity which provide the basis for a more complete test of the model article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

social security in a moral economy an empirical analysis for java private transfer payments are modeled as outcomes of a constrained social choice pro blem facing donors the approach is applied to a large household leve l data set for java and hypotheses are tested concerning the performa nce of the moral economy as a social security system transfer be havior is found to be very different between rural and urban areas w hile transfer receipts and outlays are income inequality reducing in rural areas this is not the case in urban areas there is also evidence of transfers being targeted to disadvantaged households such as the sick elderly and for urban areas the unemployed copyright 1988 by mit press

extended families and child well being studies of household behavior have established the distribution of resources among household members predicts spending and savings patterns however there is a paucity of evidence on the relationship between the well being of individual family members and the distribution of resources within an extended family including non co resident family members given the central role the family plays in many models of economic behavior this is an important gap in the literature using rich longitudinal survey data from the indonesia family life survey ifls evidence is presented on the relationship between three measures of health and education related human capital of children and the distribution of resources among extended family members ifls is ideally suited for this research since the survey collects detailed information about income and wealth from both coresident and non co resident family members the empirical model is founded on a natural extension of the collective model of household decision making chiappori 1988 1992 to the extended family the model is particularly appealing in this context because it places few restrictions on preferences of individual family members and does not specify a specific bargaining mechanism that underlies negotiations the collective model yields empirical tests of whether the behavior of family members is pareto efficient a special case of the model allows all family members to be completely altruistic which is observationally equivalent to a unitary model of family behavior that special case is rejected by the data however the restrictions of the efficient model are not rejected indicating that non co resident family members are able to co ordinate allocation decisions with respect to child human capital investments in such a way as to make no family member better off without another member being worse off

motivations to remit evidence from botswana in this article a theory of motivations to send remittances is described and tested with data from botswana altruism is one of the motivations tested and found to be an insufficient explanation for remittances among migrants in botswana a refinement of the model stipulates a modified altruism or enlightened self interest in this model the relationship between the migrant and family is tempered by an implicit understanding of mutual benefit the household strategy may be to encourage some members to migrate as a means of spreading risk and sharing gains the household strategy is similar to an insurance policy where migration is to places where market potential is high the risks incurred might be high the example is given of migration during a drought in botswana migrant remittances were greater in households with more cattle or households with more to lose drought alone was not statistically related to remittances increases in remittances were related to increased levels of education it is suggested that repayment was the motive for parents investment in migrants education migrants gains are identified as the potential for an inheritance the security of channeling investments through a trusted family member and security in having a home to return to it is pointed out that the altruism and family remittances from urban migration were strategies that bridged the simple dynamic of either urban development or rural development impacting on family welfare it is suggested that household models of economy adopt some measure to express the relationship of household wealth to remittances from urban migrants

transitory price changes and price limit rules evidence from the tokyo stock exchange we compare the volatility of 24 hour returns computed from the opening and closing prices of a diverse sample of tokyo stock exchange tse stocks we find that volatility at the open is greater than volatility at the close only for the most actively traded tse stocks daytime and overnight return covariances suggest that the volatility patterns are explained by the effect of implicit bid ask spreads at the open and partial price adjustment at the close both of which are related to the intensity of trading our results challenge the view that open to open returns are more volatile than close to close returns for stocks in general and are consistent with the hypothesis that tse price limit rules have a significant impact on the dynamics of security prices

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

stock return cross autocorrelations and market conditions in japan we show that changes in market conditions significantly affect cross autocorrelations and speed of adjustment in weekly stock returns we find significant positive cross autocorrelations between weekly returns on a portfolio of small firms and lagged large firm portfolio returns only when the lagged aggregate market has experienced a decline in value these positive return cross autocorrelations are also associated with lower abnormal portfolio trading volume and greater delays in the adjustment of individual stock prices to negative market wide information particularly for small firms the effect of lagged market states cannot be explained by market microstructure biases such as nonsynchronous trading or thin trading

why option prices lag stock prices a trading based explanation while many studies find that option prices lead stock prices stephan and wvhaley 1990 find that stocks lead options we find no evidence that options even deep out of the money options lead stocks after confirming stephan and whaley s results we show their results can be explained as spurious leads induced by infrequent trading of options we show that the stock lead disappears when the average of the bid and ask prices is used instead of transaction prices hence we find no evidence of arbitrage opportunities associated with the stock lead in a perfect market price discrepancies should be instantly arbitraged away in particular option prices should neither lead nor lag stock prices in real markets only very short leads should occur traders with private information who are confident that their information is valid and that they will not be detected generally want highly leveraged positions to exploit their advantage thus we might expect options with their greater leverage to lead stocks if information trading is important manaster and rendleman 1982 bhattacharya 1987 and anthony 1988 find evidence that options

day of the week and intraday effects in stock returns abstract this study examines day of the week effects using hourly values of the dow jones industrial average we find that over the 1963 1983 period the weekend effect has sifted from characterizing active trading on monday to characterizing the non trading weekend over the early part of our sample period negative returns characterize each hour of trading on monday while the return from friday close to monday open is positive in the most recent subperiod monday average hourly returns after noon are all positive and the weekend effect is due to negative average returns from friday close to monday open

volume and autocovariances in short horizon individual security returns this article tests for the relations between trading volume and subsequent returns patterns in individual securities short horizon returns that are suggested by such articles as blume easley and o hara 1994 and campbell grossman and wang 1993 using a variant of lehmann s 1990 contrarian trading strategy we find strong evidence of a relation between trading activity and subsequent autocovariances in weekly returns specifically high transaction securities experience price reversals while the returns of low transactions securities are positively autocovarying overall information on trading activity appears to be an important predictor of the returns of individual securities

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

investment analysis and the adjustment of stock prices to common information in this article we are concerned with the effect of the number of investment analysts following a firm on the speed of adjustment of the firm s stock price to new information that has common effects across firms it is found that returns on portfolios of firms that are followed by many analysts tend to lead those of firms that are followed by fewer analysts even when the firms are of approximately the same size many analyst firms also tend to respond more rapidly to market returns than do few analyst firms adjusting for firm size this relation however is nonlinear and the marginal effect of the number of analysts on the speed of price adjustment increases with the number of analysts article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

asymmetric predictability of conditional variances we show that there is an asymmetry in the predictability of the volatilities of large versus small firms using both univariate and multivariate arma garch m parameterizations we find that volatility surprises to large market value firms are important to the future dynamics of their own returns as well as the returns of smaller firms conversely however shocks to smaller firms have no impact on the behavior of either the mean or the variance of the returns of larger capitalization companies article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

trading structure and overnight information a natural experiment from the tel aviv stock exchange abstract a unique data set from the tel aviv stock exchange tase is used to study the effect of trading mechanisms on stock return volatility the tase represents a natural experiment which allows separation of the overnight information effect from the trading mechanism effect the data span a time period in which the order of the trading mechanisms a sequential continuous mechanism and a call auction was switched since overnight information should impact opening prices equally across periods this affords an unparalleled opportunity to examine the trading mechanism effect without the confounding effect of the non trading period this paper finds that the null that opening variances equal closing variances cannot be rejected for either period further the tests cannot reject null that the ratio of opening to closing return variances is equal across periods this suggests that the trading mechanisms on the tase do not differ in their effect upon return volatility

overreaction and insider trading evidence from growth and value portfolios insider transactions are not random across growth and value stocks we find that insider buying climbs as stocks change from growth to value categories insider buying also is greater after low stock returns and lower after high stock returns these findings are consistent with a version of overreaction which says that prices of value stocks tend to lie below fundamental values and prices of growth stocks tend to lie above fundamental values do market prices reflect investor overreaction 1 the purpose of this paper is to provide evidence on this question however new evidence is unlikely to change many minds if the findings depend on the newly controversial capital asset pricing model capm or multifactor models or if they involve datasnooping 2 we bypass these problems by not using capm or a benchmark model and by examining a new set of data we measure insider buying and selling in stocks that are ranked by measures such as the ratio of cash flow per share to price per share cf p 3 current practice refers to stocks with low cf p as growth stocks and to stocks with high cf p as value stocks we examine the direction of insider trades along the growth value spectrum to see if they are consistent with attempts to profit from market overreaction by overreaction we mean price movements that predictably reverse this experiment does not require an asset pricing model because we do not examine the returns accruing to insider trades 4

nonsynchronous security trading and market index autocorrelation the theoretical portfolio autocorrelation due solely to nonsynchronous trading is estimated from a derived model this estimated level is found to be substantially less than that observed empirically the theoretical and empirical relationship between portfolio size and autocorrelation also is investigated the results of this study suggest that other price adjustment delay factors in addition to nonsynchronous trading cause the high autocorrelations present in daily returns on stock index portfolios

price trends and patterns in technical analysis a theoretical and empirical examination while many technical trading rules are based upon patterns in asset prices we lack convincing explanations of how and why these patterns arise and why trading rules based on technical analysis are profitable this paper provides a model that explains the success of certain trading rules that are based on patterns in past prices we point to the importance of confirmation bias which has been shown to play a key role in other types of decision making traders who acquire information and trade on the basis of that information tend to bias their interpretation of subsequent information in the direction of their original view this produces autocorrelations and patterns of price movement that can predict future prices such as the head and shoulders and double top patterns the model also predicts that sequential price jumps for a particular stock will be positively autocorrelated we test this prediction and find that jumps exhibit statistically and economically significant positive autocorrelations

intraday volatility in the stock index and stock index futures markets we examine the intraday relationship between returns and returns volatility in the stock index and stock index futures markets our results indicate a strong intermarket dependence in the volatility of the cash and futures returns price innovations that originate in either the stock or futures markets can predict the future volatility in the other market we show that this relationship persists even during periods in which the dependence in the returns themselves appears to weaken the findings are robust to controlling for potential market frictions such as asynchronous trading in the stock index our results have implications for understanding the pattern of information flows between the two markets article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

indexing and stock market serial dependence around the world abstract we show a striking change in index return serial dependence across 20 major market indexes covering 15 countries in north america europe and asia while many studies find serial dependence to be positive until the 1990s it switches to negative since the 2000s this change happens in most stock markets around the world and is both statistically significant and economically meaningful further tests reveal that the decline in serial dependence links to the increasing popularity of index products e g futures exchange traded funds and index mutual funds the link between serial dependence and indexing is not driven by a time trend holds up in the cross section of stock indexes is confirmed by tests exploiting nikkei 225 index weights and standard poor s 500 membership and in part reflects the arbitrage mechanism between index products and the underlying stocks

shared agency the dominant spouse s impact on education expenditure summary in this paper we consider whether it is the gender of the decision maker or the extent of agency that they wield that is crucial to increasing household welfare this is an important question as development policy is often formed on the basis that placing resources in the hands of women results in greater household welfare indonesia provides the ideal opportunity to study this issue because it is home to ethnic groups with very different gender norms from male dominance the patrilineal batak to female dominance the matrilineal minangkabau using ifls data for three rounds we consider the impact of decision making by the dominant spouse on household expenditure on education we find that in indonesia when the dominant spouse male or female has sole control of decision making there is an overall negative impact on education expenditure this leads us to argue that it is more important to consider the issue of spousal dominance than to wholly focus on gender

using weather variability to estimate the response of savings to transitory income in thailand this paper measures the extent to which farmers are able to use savings and dissavings to smooth consumption in response to unexpected shocks to income time series information on regional rainfall is used to construct estimates of transitory income due to rainfall shocks the relationship between these measures of transitory income and savings indicates that farm households save a significantly higher fraction of transitory income than nontransitory income jel d91 016 the incomes of farm households in developing countries are notorious for being both low and uncertain policies that increase the incomes of farmers may well be different

price adjustment delays and arbitrage costs evidence from the behavior of convertible preferred prices price adjustment delays occur between in the money convertible preferred stock prices and common stock prices convertible preferred prices systematically deviate from the prices predicted from their conversion relations with common stocks the price predictability stems from price changes in the underlying common stocks leading the price changes in the convertible preferred stocks by up to nine hours cross sectionally about 70 percent of the variation in the unsigned size of the price deviations is explained by proxies for costs of arbitrage

sufficient and necessary conditions for information to have social value in pure exchange this paper extends corrects and unifies earlier statements concerning the social value of public information as well as the no trading conditions in pure exchange sufficient and necessary conditions are provided for both the single period and two period cases in a postsignal trading model the social value of information is shown to be closely linked to the allocational efficiency of the market the degree of homogeneity of prior beliefs and of information structures the time additivity of preferences and the efficiency of endowments we conclude that the case in favor of public information is much stronger than previously suggested

motives for private income transfers private income transfers are becoming increasingly recognized as a key aspect of the u s economy the majority of private income transfers occur inter vivos i e between living persons but very little is known about this type of transfer behavior this paper tests alternative hypotheses concerning motivation for inter vivos transfers two motives are considered altruism and exchange evidence presented here casts doubt on the altruistic model of transfer behavior observed patterns for inter vivos transfers are more consistent with exchange related motives this finding has important implications for the effects of public transfer programs on the distribution of economic well being

trading asymmetric trend and volatility by leverage trend garch in taiwan stock index this article develops a leverage trend generalized autoregressive conditional heteroscedasticity garch model by incorporating asymmetric trend of returns of the exponential autoregressive and asymmetric volatility of garch models to study the asymmetric effects using in sample daily data of taiex over the period 4 january 1980 to 25 august 1997 and postsample daily data over the period 26 august 1997 to 10 september 2007 the evidence reveals that a curvaceous risk return relationship and both asymmetric volatility and asymmetric trend of returns are significant in taiex the episode of asymmetric trend of returns is that the positive information creates a higher return trend than the negative information of the same amount while similarly to most studies the evidence of asymmetric volatility appears that the negative information makes a higher volatility than the positive information of the same size most remarkably we evidence that the volatility asymmetry effect is a conservative trading factor

viable allocations of information in financial markets abstract we study in the context of a financial market allocations of information that are consistent with endogenous information acquisition we focus on whether information is concentrated within a fraction of the market or is diffuse the aggregation of information in prices tends to make signals more complementary than they would be if considered in isolation favoring concentration of information however the ability to use some signals together with prices to predict other signals may increase the degree of substitutability among signals we present conditions under which each of these effects is particularly strong

on the perils of financial intermediaries setting security prices the mutual fund wild card option economic distortions can arise when financial claims trade at prices set by an intermediary rather than direct negotiation between principals we demonstrate the problem in a specific context the exchange of open end mutual fund shares mutual funds typically set fund share price nav using an algorithm that fails to account for nonsynchronous trading in the fund s underlying securities this results in predictable changes in nav which lead to exploitable trading opportunities a modification to the pricing algorithm that corrects for nonsynchronous trading eliminates much of the predictability however there are many other potential sources of distortion when intermediaries set prices copyright the american finance association 2001

alaska north slope crude oil price and the behavior of diesel prices in california abstract in this paper we analyze the price dynamics of alaska north slope crude oil and l a diesel fuel prices we employ var methodology and bivariate garch model to show that there is a strong evidence of a uni directional causal relationship between the two prices the l a diesel market is found to bear the majority of the burden of convergence when there is a price spread this finding may be seen as being consistent with the general consensus that price discovery emanates from the larger more liquid market where trading volume is concentrated the contestability of the west coast crude oil market tends to cause it to react relatively competitively while the lack of contestability for the west coast diesel market tends to limit its competitiveness causing price adjustment to be slow but to follow the price signals of crude oil our findings also suggest that the derived demand theory of input pricing may not hold in this case the alaska north slope crude oil price is the driving force in changes of l a diesel price

trading activity dealer concentration and foreign exchange market quality abstract we study the relation between foreign exchange market quality and both trading activity and dealer concentration by considering two currency pairs with significant differences along both dimensions the euro us dollar and canadian dollar us dollar a variance ratio test reveals over reaction in currency prices but that this is smallest when trading activity is high and dealer concentration at its peak a garch model shows that over reaction declines as trading activity and dealer concentration increase with the results being stronger for the euro our results confirm that trading activity is an important determinant of market quality but also point to a significant role for dealer concentration

a tale of three schools insights on autocorrelations of short horizon stock returns this article reexamines the autocorrelation patterns of short horizon stock returns we document empirical results which imply that these autocorrelations have been overstated in the existing literature based on several new insights we provide support for a market efficiency based explanation of the evidence our analysis suggests that institutional factors are the most likely source of the autocorrelation patterns

partial adjustment or stale prices implications from stock index and futures return autocorrelations we investigate the relation between returns on stock indices and their corresponding futures contracts to evaluate potential explanations for the pervasive yet anomalous evidence of positive short horizon portfolio autocorrelations using a simple theoretical framework we generate empirical implications for both microstructure and partial adjustment models the major findings are i return autocorrelations of indices are generally positive even though futures contracts have autocorrelations close to zero and ii these autocorrelation differences are maintained under conditions favorable for spot futures arbitrage and are most prevalent during low volume periods these results point toward microstructure based explanations and away from explanations based on behavioral models

intraday price change and trading volume relations in the stock and stock option markets this study investigates intraday relations between price changes and trading volume of options and stocks for a sample of firms whose options traded on the cboe during the first quarter of 1986 after purging the price change series of the effects of bid ask spreads multivariate time series analysis is used to estimate the lead lag relation between the price changes in the option and stock markets the results indicate that price changes in the stock market lead the option market by as much as fifteen minutes the analysis of trading volume indicates that the stock market lead may be even longer the intense trading activity in and in fact the very existence of organized stock option markets attest to the economic benefits that these financial contracts provide reduced transaction costs and increased financial leverage are two reasons why trading in the stock option market may be more attractive than trading in the market for the underlying stock in addition these cheaper and more flexible trading opportunities attract new and differently informed investors to the marketplace the resulting increase in trading activity together with the inextricable arbitrage linkage between stock and option prices imply an increase in market efficiency this study investigates empirically the intraday price change and trading volume relations between stocks and options for a sample of firms whose options were actively traded on the chicago board options exchange during the first quarter of 1986 in particular intraday call option price changes are translated into implied stock price changes using the american call option pricing model these intraday implied stock price changes are then compared with the actual stock price changes to identify which if either market leads the other in perfectly functioning capital markets there should be complete simultaneity between the series that is new information disseminating into the marketplace should be reflected in the prices and the trading activity of both securities simultaneously institutional factors however may make the stock option market more attractive to information traders this may cause price changes and trading activity due to new information to be observed in the option market first followed by price

price changes of related securities the case of call options and stocks this paper tests the hypothesis that option prices contain information not reflected in con temporaneous stock prices an options transactions data base is used for the purpose the evidence suggests that the magnitude of anticipation of stock prices by option prices is insufficient to overcome the bid ask spread for intra day holding periods implications of the profits in the overnight holding periods are discussed

components of short horizon individual security returns abstract in this paper we present a simple model which relates security returns to three components an expected return a bid ask error and white noise the relative importance of the various components is empirically assessed and the model s ability to explain the various time series properties of individual security and portfolio returns is tested time varying expected returns and bid ask errors are found to explain substantial proportions up to 24 of the variance of security returns we also reconcile the typically negative autocorrelation in security returns with the strong positive autocorrelation in portfolio returns

industry information diffusion and the lead lag effect in stock returns i argue that the slow diffusion of industry information is a leading cause of the lead lag effect in stock returns i find that the lead lag effect between big firms and small firms is predominantly an intra industry phenomenon moreover this effect is driven by sluggish adjustment to negative information and is robust to alternative determinants of the lead lag effect small less competitive and neglected industries experience a more pronounced lead lag effect the lead lag effect is related to the post announcement drift of small firms following the earnings releases of big firms within the industry

public and private information about short and long lived assets using an overlapping generations model this paper considers the impact of an improvement in the technology that investors use to obtain signals about future payouts of a risk asset it is shown that the effects of such a change on the predictability of the gross return on the asset and on the welfare of the agents depend on whether the asset will make multiple future payouts is long lived or a single future payout is short lived and whether the signals about the payoffs are public or private copyright 1990 by economics department of the university of pennsylvania and the osaka university institute of social and economic research association

short term interest rates as predictors of inflation on testing the hypothesis that the real rate of interest is constant in an innovative and provocative paper in this review eugene fama presents evidence which appears to be consistent with the joint hypothesis that the real rate of interest ignoring taxes is a constant and that the market for u s treasury bills is efficient in the sense of embodying rational expectations those findings are strikingly at variance with a long list of previous studies which seemed to support the view that the real rate of interest varies over time and can be related to economic variables such as real output monetary policy and so forth 2 the methodologies which lead to these contradictory conclusions are quite different previous studies had followed the lead of irving fisher by relating nominal interest rates to distributed lags on past rates of inflation 3 these distributed lags are generally interpreted as approximations to the market s expected rate of inflation and thus any remaining variation is attributed to variation in the real rate 4 fama s methodology on the other hand draws on the fact that the difference between the market interest rate and the subsequently observed rate of inflation the ex post real interest rate consists by definition of the ex ante real interest rate plus a pure forecasting error 5 the hypothesis of market efficiency implies that these forecasting errors must be serially random thus observing ex post real rates is equivalent to observing ex ante real rates with random measurement error these errors of course confound the problem of identifying variation in the ex ante real rate in this paper we will argue that the relative magnitude of these measurement errors is such that the tests carried out by fama were not powerful enough to reject the joint hypothesis that the ex ante real rate is a constant and expectations are rational more powerful tests which are presented in this paper using the same data do lead to rejection of that hypothesis of course rejection

modeling asymmetric comovements of asset returns existing time varying covariance models usually impose strong restrictions on how past shocks affect the forecasted covariance matrix in this article we compare the restrictions imposed by the four most popular multivariate garch models and introduce a set of robust conditional moment tests to detect misspecification we demonstrate that the choice of a multivariate volatility model can lead to substantially different conclusions in any application that involves forecasting dynamic covariance matrices like estimating the optimal hedge ratio or deriving the risk minimizing portfolio we therefore introduce a general model which nests these four models and their natural asymmetric extensions the new model is applied to study the dynamic relation between large and small firm returns article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies