stock returns implied volatility innovations and the asymmetric volatility phenomenon we study the dynamic relation between daily stock retums and daily innovations in optionderived implied volatilities by simultaneously analyzing innovations in index and firmlevel implied volatilities we distinguish between innovations in systematic and idiosyncratic volatility in an effort to better understand the asymmetric volatility phenomenon our results indicate that the relation between stock retums and innovations in systematic volatility idiosyncratic volatility is substantially negative near zero these results suggest that asymmetric volatility is primarily attributed to systematic market wide factors rather than aggregated firm level effects we also present evidence that supports our assumption that innovations in implied volatility are good proxies for innovations in expected stocic volatility

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

program trading and expiration day effects the arbitrage between index futures and the underlying cash index and the cash settlement feature of index futures contracts which requires arbitrageurs to unwind positions in the stock market are thought to be at the heart of the abnormal stock price movements during the triple witching hour the last hour of trading on days on which index futures index options and options on index futures expire simultaneously during 1984 and 1985 volume was substantially higher than normal in the last hour of trading on those quarterly fridays open interest in the expiring futures contracts on the expiration day amounted to about 40 per cent of the average month end open interest the incremental stock market volume however was approximately one third the volume that would be inmplied if the entire expiration day open interest were traded in the stock market analysis of stock market price changes in the last hour of expiration days and the first halfhour of the following day indicates that the volatility of price changes was significantly higher on expiration days with the stock market tending to fall stocks not in the sp index option expirations themselves did not lead to abnormal market movements when the magnitude of price effects was measured by the degree of reversal in prices on the morning after the expiration day the average magnitude of the price effect in the 10 most recent quarterly futures contract expirations examined was about 0 4 per cent of the closing index value at expiration the average expiration day price effect of 0 4 per cent is not large considering that a price impact of approximately 0 25 per cent of the value of the transaction can be expected on the basis of the bid ask spread once this market impact cost is drawn out the average expiration day price impact falls to about 0 15 per cent of the value of the transaction an amount representing the additional cost of liquidity furthermore price impacts in excess of those found on expiration days are frequently encountered in large block transactions where the cost of providing liquidity also increases on expiration days however transactions in many stocks occur simultaneously so the market as a whole is affected

applied general equilibrium models of taxation and international trade an introduction and survey we wish to acknowledge the help of three referees and of john pencavel on several earlier drafts as well as the assistance of the modelers whose work is referred to in the paper they corrected our lack of understanding of their work and provided many other helpful comments excellent research and bibliographical assistance have been provided by debbie fretz radwan shaban and janet stotsky helpful comments have been made by charles ballard michael boskin lans bovenberg sylvester damus harvey galper glenn harrison gordon lenjosek jack mutti serena ng t n srinivasan charles stuart and eric toder the authors also acknowledgefinancial support from the national bureau of economic research the national science foundation international business machines and the social sciences and humanities research council ottawa canada

can tax loss selling explain the january seasonal in stock returns this paper analyzes the tax loss selling hypothesis as an explanation of the january seasonal in stock returns and argues that rational tax loss selling implies little relation between the january seasonal and the long term loss empirical results show that the january seasonal is as strongly related to the long term loss as it is to the short term loss the evidence is inconsistent with a model that explains the january seasonal by optimal tax trading

the operations of the bank of england 1890 1908 a dynamic probit approach this paper analyzes the workings of the pre world war i gold standard using weekly data and a dynamic probit econometric technique the authors evidence sheds light on three potentially conflicting motivations underlying bank rate changes profitability convertibility and concern for home trade the conflict among these goals manifests itself in the bank s asymmetric responses to inflows and outflows of gold and in the bank s asymmetric responses to changes in market interest rates the authors results are consistent with the view that central bank cooperation played an important role in the workings of the gold standard copyright 1995 by ohio state university press

valuation of ecosystem goods and services part 1 an integrated dynamic approach abstract this is the first part of a two part paper which offers a new approach to the valuation of ecosystem goods and services the existing literature on environmental valuation is based on two distinct foundations the ecological valuation methods derive values by a cost of production approach their common characteristic is the neglect of consumer preferences the economic valuation methods focus on the exchange value of ecosystem services their common characteristic is that they are finally based on consumer preferences and do not adequately take account of the complex internal structure of ecosystems as the existing methods for the valuation of ecosystem services emphasize either the economic system or the ecosystem the main objective of part 1 is to provide the conceptual foundations for a new method of valuation of ecosystem services which deals simultaneously with the ecosystem the economic system and society in a balanced way within a simple pre industrial model it is shown how the interdependencies between the three subsystems influence values and how values change over time

returns and option activity over the option expiration week for s p 100 stocks abstract for s p 100 stocks we find that the weekly returns over option expiration oe weeks a month s third friday week tend to be high relative to 1 the third friday weekly returns of other stocks with less option activity 2 the own stock s other weekly returns 3 the risk based on asset pricing alphas for these same stocks a month s fourth friday weekly returns underperform modestly we suggest the following two avenues are likely partial contributors towards understanding these return patterns 1 delta hedge rebalancing by option market makers with a reduction in short stock hedge positions over the oe week and 2 declining risk perceptions over the oe week as measured by option derived implied volatilities our findings suggest option activity can induce reliable patterns in the weekly returns of option active large cap stocks

option listing and stock returns abstract this article examines the effect of option introductions on the underlying stocks in addition to the price increase and volatility decrease that take place when new options are listed we obtain and explain the following new empirical results i an increase in the value of the market around the listing dates of new options ii an increase in the value of an industry index which excludes the optioned stocks iii the dissipation of the price and volatility effects in recent periods and iv the existence of an announcement effect in one subperiod of our sample and its dissipation in recent periods

a note on the impact of options on stock return volatility abstract this paper measures the impact of option introductions on the return variance of underlying stocks past research generally finds a significant reduction in stock return variance following the listing of options through 1986 using a more extensive sample i compare changes in the return variance of optioned stocks to changes in the return variance of a control group since the average change in the control group is statistically indistinguishable from the average change in the optioned stocks i conclude that option introductions do not significantly affect stock return variance

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

on the use of ecological prices and system wide indicators derived therefrom to quantify man s impact on the ecosystem abstract ecological prices and other system wide quantitative descriptors of ecosystem functioning are derived from the assumption that ecosystems allocate available resources efficiently among their components however ecological prices are not efficiency prices only and using them does not require one to assume that the ecosystem is completely controlled by man the same prices balance flows of different biomasses in a multicomponent system as such they play the role of exchange prices in a decentralized ecosystem properly defined with the help of ecological prices the resulting ecosystem productivity is no less a significant indicator of ecosystem functioning than the national product is significant for assessing the functioning of an economy considerations of the values taken simultaneously by our proposed indicators and by their economic analogs are of much help in judging the desirability of projects with relatively mild environmental repercussions these values are obtained from an integrated model of a system in which ecological and economic activities are intertwined however for the indicators to have an analytical meaning the methodology should be applied to trace only those dynamic paths during which the system possesses unique state dependent intensive properties in other cases a more comprehensive methodology one which also pays due regard to the viability of the ecosystem must supplement the analytical approach this rather comprehensive methodology is scale dependent and probabilistic in nature while delineating relations between the structure of the system and its behavior this method implies that efficiency and viability are two complementary rather than two commensurate attributes of a single entity an outside observer may be guided by his own values in his attempts to weigh these features but no inherent property of the system exists that supports his values unequivocally nevertheless this paper proposes an approximation to overcome this difficulty and to estimate a quantitative limit to the rate of substitution between productivity and viability such a limit is also an intensive property of the simulated system and the estimation of its value is shown to be crucial for studying the vulnerability of real ecosystems to severe man made disturbances

do call prices and the underlying stock always move in the same direction this article empirically analyzes some properties shared by all one dimensional diffusion option models using sp options are not redundant securities nor ideal hedging instruments puts and the underlying asset prices may go down together much of the extant knowledge about option pricing is based on the assumption that the underlying asset price follows a one dimensional diffusion process examples of such option pricing models include the classic black scholes 1973 merton 1973 the cox ross 1976 constant elasticity of variance the ones studied in derman and kani 1994 rubinstein 1994 bergman grundy and wiener 1996 bakshi cao and chen 1997 2000 and dumas fleming and whaley 1998 all models in the one dimensional diffusion class share three basic properties first call prices are monotonically increasing and put prices are monotonically decreasing in the underlying asset price the monotonicity property second as the underlying asset price is the sole source of uncertainty for all of its options option prices must be perfectly correlated with each other and with the underlying asset the perfect

option markets and implied volatility past versus present abstract traders in the nineteenth century appear to have priced options the same way that twenty first century traders price options empirical regularities relating implied volatility to realized volatility stock prices and other implied volatilities including the volatility skew are qualitatively the same in both eras modern pricing models and centralized exchanges have not fundamentally altered pricing behavior but they have generated increased trading volume and a much closer conformity in the level of observed and model prices the major change in pricing is the sharp decline in implied volatility relative to realized volatility evident immediately upon the opening of the cboe

commensuration and theories of value in ecological economics abstract without a theory of value price in ecological economics the valuation of ecosystem and economic resources cannot be rigorously defended at the crux of the matter is the valuation or mixed units problem of commensurating biophysical inputs outputs which are different this paper critically reviews candidate theories of value which have emerged in the ecological economics literature for dealing with this problem first of all the neo ricardian approach using sraffa type systems is discussed in particular judson s assertion that the sraffa system is suitable for ecological economics is questioned as it is based on circular flow generation of a surplus and exchange values none of these ideas are consistent with a biophysical characterisation of an economic system which is paramount in ecological economics a more fruitful avenue for establishing a biophysical theory of value based on ecological and thermodynamic principles is to extend patterson s quality equivalent methodology qem to explicitly include mass flows in addition to energy at this point a model close to costanza and hannon s biosphere model of price determination emerges the extended qem model however has a number of important advantages over the costanza hannon model because it has a more generalised formulation and is not reliant on necessarily using solar energy as the numeraire the paper concludes with a discussion of some outstanding issues that need to be resolved before a biophysical theory of value can be properly established in ecological economics

the turn of the year in money markets tests of the risk shifting window dressing and preferred habitat hypotheses musto 1997 identifies a turn of the year effect in the commercial paper market and offers risk shifting window dressing as an explanation we revisit this market with different methods and find strong evidence rejecting the risk shifting hypothesis we extend our analysis to other private issue money market instruments and find similar results we find further corroborating evidence in the 1 month t bill market and aggregate demand deposit data our results are consistent with a year end preferred habitat for liquidity associated with year end cash flow obligations

the end of the month as a preferred habitat a test of operational efficiency in the money market this paper argues that an aggregate preferred habitat for investors exists on or about the last day of the calendar month due to standardizations in the nation s payments system resulting in a concentrated flow of funds on this date thus equilibrium yield discounts are predicted for securities maturing on such dates empirical tests on monthly and daily treasury bill data support the principal hypothesis as well as several ancillary hy potheses the results have implications for treasury debt management for the short term cash and debt management practices of businesses and banks and for the empirical esti mation of daily weekly or monthly return premiums on risky securities

a behavioral explanation for the negative asymmetric return volatility relation abstract we examine the short term dynamic relation between the s p 500 nasdaq 100 index return and changes in implied volatility at both the daily and intraday level neither the leverage hypothesis nor the volatility feedback hypothesis adequately explains the results alternatively we propose that the behavior of traders from the representativeness affect and extrapolation bias concepts of behavioral finance is consistent with our empirical results of a strong daily and intraday negative return implied volatility relation moreover both the presence and magnitude of the negative relation and the asymmetry between return and implied volatility are most closely associated with extreme changes in the index returns we also show that the strength of the relation is consistent with the implied volatility skew

the determinants of asymmetric volatility volatility in equity markets is asymmetric contemporaneous return and conditional return volatility are negatively correlated in this article i develop an asymmetric volatility model where dividend growth and dividend volatility are the two state variables of the economy the model allows both the leverage effect and the volatility feedback effect the two popular explanations of asymmetry the model is estimated by the simulated method of moments i find that both the leverage effect and volatility feedback are important determinants of asymmetric volatility and volatility feedback is significant both statistically and economically the relationship between stock price and its volatility has long interested financial researchers empirically returns and conditional variance of next period s returns are negatively correlated that is negative positive returns are generally associated with upward downward revisions of the conditional volatility this empirical phenomenon is often referred to as asymmetric volatility in the literature see engle and ng 1993 zakoian 1994 and wu and xiao 1999 the presence of asymmetric volatility is most apparent during stock market crashes when a large decline in stock price is associated with a significant increase in market volatility formal econometric models have been developed by researchers to capture asymmetric volatility for example asymmetric arch models of nelson 1991 and glosten jagannathan and runkle 1993 have been found to significantly outperform their counterparts that do not accommodate the asymmetry moreover continuous time stochastic volatility models generally produce estimates of a negative correlation between return and return volatility bakshi cao and chen 1997 and bates 1997 for a review of the literature on asymmetric volatility see bekaert

anomalies or illusions evidence from stock markets in eighteen countries abstract this paper examines five seasonal patterns in stock markets of eighteen countries the weekend turn of the month end of december monthly and friday the thirteenth effects we find a daily seasonal in nearly all the countries but a weekend effect in only nine countries interestingly the daily seasonal largely disappears in the 1980s the last trading day of the month has large returns and low variance in most countries many countries have large december pre holiday and inter holiday returns the january returns are large in most countries and a significant monthly seasonal exists in ten countries

a micro model of the federal funds market this paper demonstrates that valuable insights into the determination of federal funds rates can be gained through modeling the micro decisions of market participants fed fund demand functions are derived for different bank valuation functions and several implications are discussed specifically it is i possible to rationalize the observation that large banks are net purchasers and small banks net sellers of fed funds ii to explain the positive spread of fed funds rates over other short term money market rates and iii to link the size of this spread to the federal reserve s underlying monetary policy strategy

a statistical model of speculative bubbles with applications to the stock markets of the united states japan and china it is common knowledge that the more prices deviate from fundamentals the more likely it is for prices to reverse taking this into account we propose a simple statistical model to identify speculative bubbles in financial markets through the estimates of the time varying parameters including transition probabilities we can identify when and how newly born bubbles grow and burst over time the model can be estimated by recursive computations which require a huge storage capacity for standard computers for this reason we introduce an approximation in the computation maintaining the recursive nature of our estimation technique we then apply this model to the stock markets of the united states japan and china estimate its parameters and the probabilities of a bubble crash and obtain several interesting results the time series data of the stock price bubble show an inherently non stationary development and the probability of a bubble crash indeed increases as the stock price becomes too high or too low

how do exchange rates co move a study on the currencies of five inflation targeting countries abstract this paper does three things first it explores the type of asymmetry in exchange rate correlation for five inflation targeting countries we show their currencies co move more closely with the currencies of some influential foreign countries during joint appreciations than joint depreciations against a world currency second it establishes empirically the linkage between interest rate differentials and exchange rate correlation we find evidence that both widening and narrowing interest rate differentials will reduce the correlation third it proposes a new version of the asymmetric dynamic conditional correlation model the model proves to be capable of providing great insight into the two issues investigated

the weekend effect on the distribution of stock prices abstract evidence of weekend effects on the distribution of security returns suggests that returns are generated by a process operating closer to trading time rather than calendar time in contrast accumulation of interest over the weekend follows a calendar time process since both the variance of returns and the interest rate are important parameters of the black scholes option pricing model this paper suggests that the model be stated to account for this by utilizing a trading time variance and a calendar time interest rate empirical evidence indicates that this allows the model to better explain market option prices

is there a monthly effect in stock market returns evidence from foreign countries abstract in a recent paper ariel documents a monthly pattern for u s stock market returns our paper examines this pattern of returns in four other countries we find only weak evidence supporting this phenomenom in these foreign markets just one country exhibits a significant seasonal consistent with ariel s work however we do find stronger evidence of a last day of the month effect in addition there is evidence of a country unique monthly pattern i e one that is not consistent with the u s pattern

computing the market price of volatility risk in the energy commodity markets abstract in this paper we demonstrate the need for a negative market price of volatility risk to recover the difference between black scholes black f scholes m 1973 the pricing of options and corporate liabilities journal of political economy 81 637 654 black black f 1976 studies of stock price volatility changes in proceedings of the 1976 meetings of the business and economics statistics section american statistical association pp 177 181 implied volatility and realized term volatility initially using quasi monte carlo simulation we demonstrate numerically that a negative market price of volatility risk is the key risk premium in explaining the disparity between risk neutral and statistical volatility in both equity and commodity energy markets this is robust to multiple specifications that also incorporate jumps next using futures and options data from natural gas heating oil and crude oil contracts over a 10 year period we estimate the volatility risk premium and demonstrate that the premium is negative and significant for all three commodities additionally there appear distinct seasonality patterns for natural gas and heating oil where winter withdrawal months have higher volatility risk premiums computing such a negative market price of volatility risk highlights the importance of volatility risk in understanding priced volatility in these financial markets

the effect of options on stock prices 1973 to 1995 i show that the effect of option introductions on underlying stock prices is best described by a two regime switching means model whose optimal switch date occurs in 1981 in accordance with previous studies i find positive abnormal returns for options listed during 1973 to 1980 by contrast i find negative abnormal returns for options listed in 1981 and later possible causes for this switch include the introduction of index options in 1982 the implementation of regulatory changes in 1981 and the possibility that options expedite the dissemination of negative information an increasingly important issue in the study of financial markets is the extent to which options interact with their underlying stocks although black and scholes 1973 view options as redundant securities ross 1976 theorizes that stock prices in incomplete markets are generally affected by the

the price effect of option introduction this paper examines the price effect of option introduction from 1974 to 1980 the introduction of individual options causes a permanent price increase in the underlying security beginning approximately three days before introduction the price effect appears to be associated with introduction and not announcement throughout the sample period excess returns volatility declines with option introduction systematic risk is unchanged there is a positive relation between the price increase and a measure of activity in the options market copyright 1989 by american finance association

investigating the behavior and characteristics of the madrid stock exchange abstract this study examines the efficiency and characteristics of the nine major indexes of the madrid stock exchange from 1941 through 1992 the findings do not support weak form efficiency among the general bank construction investment metal working and chemical indexes results of the utility food and communications index tests are not consistent

preferred habitat for liquidity in international short term interest rates abstract risk shifting window dressing and a preferred habitat for liquidity have been offered as possible explanations as to why us money market rates are higher before the year end than afterwards the two hypotheses differ in the timing of the rate decline at the year end and the evidence on the timing of the decline supports the preferred habitat hypothesis in us money markets this paper extends this line of research to the behavior of international short term interest rates at year ends and quarter ends using london interbank offer rates libor for 11 different currencies the results suggest that the behavior of libor for five currencies the us dollar euro japanese yen swiss franc and german mark is consistent with year end or quarter end preferred habitats for liquidity other currencies do not demonstrate consistently distinct patterns in turn of the year and turn of the quarter yields none of the results provides any support for risk shifting window dressing

determinants of the crude oil futures curve inventory consumption and volatility abstract since 2008 the wti oil futures curve has been positively sloped for extended periods we test whether changes in inventory alone can explain this atypically long contango to do this we estimate monthly vars of the cme wti oil futures spread and oecd and u s inventory in line with standard theory and add petroleum consumption and implied volatility to the vector of endogenous variables when we model the futures spread as one continuous series results confirm two way causation between inventory and the futures curve as predicted by the theory of storage however when we separate negative and positive futures spreads we find that two way causation between the futures spread and u s inventory breaks down shocks to oecd petroleum consumption cause more negative spreads and shocks to u s consumption cause more positive spreads in addition to inventory driven changes and increases in volatility directly raise positive spreads these new causal channels have become significant since 2008 and can be related to higher inventory inelastic supply of oil and uncertainty about global economic conditions

holiday effects and stock returns further evidence this paper provides further evidence of the holiday effect in stock returns and additional insight into the effect this paper reports abnormally high returns on the trading day before holidays in all three of the major stock markets in the u s the nyse amex and nasdaq the holiday effect is also present in the u k and japanese stock markets even though each country has different holidays and institutional arrangements this study finds that the holiday effects in the u k and japanese stock markets are independent of the holiday effect in the u s stock market unlike the other seasonal patterns in stock returns such as january and weekend effects this investigation of size decile portfolios shows that the size effect is not present in mean returns on preholidays

a further investigation of the weekend effect in stock returns this study uses a longer time period and additional stocks to further investigate the weekend effect we find consistently negative monday returns 1 for the s p composite as early as 1928 2 for exchange traded stocks of firms of all sizes and 3 for actively traded over the counter otc stocks the otc results are based on bid prices and therefore appear to reject specialist related explanations for the 30 individual stocks of the dow jones industrial index the average correlation between friday and monday returns is positive and the highest of all pairs of successive days the latter finding is inconsistent with fairly general measurement error explanations some of the most puzzling empirical findings reported in recent years indicate that the distribution of common stock returns varies by day of the week most notably the average return for monday close friday to close monday is significantly negative cross 3 and french 6 find negative monday returns using the standard and poor s composite index and gibbons and hess 7 find negative monday returns for the 30 individual stocks of the dow jones industrial index 1 this negative monday return or weekend effect has yet to be explained this study undertakes a further investigation of the weekend effect in stock returns we examine additional time periods extending the total period covered to 55 years we examine additional stocks such as those of small low capitalization firms and those traded over the counter in all cases the data exhibit a weekend effect that is at least as strong as that reported in previous studies the study also readdresses potential explanations for the effect such as measurement error but concludes that none of these explanations is satisfactory the first section presents a history of the weekend effect from 1928 through 1982 based on the standard and poor s composite index we essentially double the length of the period beginning in 1953 examined by french 6 the results indicate consistently negative monday returns throughout the 55 year period during much of the 25 year period from 1928 through 1952 the new york stock exchange was open on saturdays so monday s return is then computed from saturday s close to monday s close 2 these returns for one day weekends are consistently negative and not significantly different from the two day weekend

the impact of overnight periods on option pricing this paper investigates the effect of closed overnight exchanges on option prices during the trading day asset prices follow the literature s standard affine model which allows asset prices to exhibit stochastic volatility and random jumps independently the overnight asset price process is modelled by a single jump we find that the overnight component reduces the variation in the random jump process significantly however neither the random jumps nor the overnight jumps alone are able to empirically describe all features of asset prices we conclude that both random jumps during the day and overnight jumps are important in explaining option prices where the latter account for about one quarter of total jump risk

the role of thermodynamics in the study of economic and ecological systems abstract economic theory has always maintained that economic value is generated solely within the economy where it is fully distributed among the factors of production before being consumed according to this theory the economy is an isolated system that does not need flows to pass across its boundaries in support of its steady state general equilibrium from a thermodynamic point of view this idea is unacceptable according to thermodynamic theory any open system which allows flows of matter and energy to cross its boundaries is capable of maintaining itself in steady state only because it transport value from its environment to restore the value that has been consumed within the system and dissipated drawing on the analogy with thermodynamics this paper replaces the traditional systemic analog of the economy which is the closed circular flow process with the steady flow process according to this analog any efficient economy is an open system both physically and economically requiring a flow of economic value to maintain its steady state in other words an economically isolated system has to be inefficient and is bound to misallocate and overuse environmental resources whether the economy behaves as an economically isolated inefficient or open efficient system is an empirical question however if real economies are economically open and efficient and environmental resources are abused due to the economy s unrestrained material growth parts of traditional economic theory espicially those related to benefit evaluation will have to be modified policy recommendations will be affected in any case because internalization the panacea of resource misallocations cannot be more than a temporary solution instead of opening the economy internalization encloses the harmed resource and saves it by abusing excessively other environmental resources

manipulation in the vix at the settlement time of the vix volatility index volume spikes on sp editorial decision june 19 2017 by editor robin greenwood

forecasting stock return variance toward an understanding of stochastic implied volatilities we examine the behavior of measured variances from the options market and the underlying stock market under the joint hypotheses that markets are informationally efficient and that option prices are explained by a particular asset pricing model forecasts from time series models of the stockreturn process should not have predictive content given the market forecast as embodied in option prices both in sample and out of sample tests suggest that this hypothesis can be rejected using simulations we show that biases inherent in the procedure we use to imply variances cannot explain this result thus we provide evidence inconsistent with the orthogonality restrictions of option pricing models that assume that variance risk is unpriced these results also have implicationsfor optimal variance forecast rules

does futures trading increase stock market volatility 1988 does futures trading increase stock market volatility financial analysts journal vol 44 no 1 pp 63 69

the nestle crash on november 17 1988 the board of directors of nestle ag decided to allow foreign investors to hold nestle registered stock reversing a longstanding practice this decision had a tremendous impact on the prices of the firm s three classes of common stock as well as on the prices of several other corporations traded on the zurich stock exchange these price changes can be explained by the hypothesis that demand curves slope down

does vix or volume improve garch volatility forecasts abstractthis article considers whether the inclusion of two additional variables can improve volatility forecasts over a standard garch based model we consider three alternative ways of incorporating the volatility index vix and trading volume as exogenous variables within a selection of garch models we are particularly interested in whether these variables have additional incremental forecast power over and above the baseline garch specification our results suggest that both the vix and volume do provide some additional forecast power and this is generally improved when considering both of these series jointly in the model however while the results may be statistically significant the gain is marginal and the coefficient values small moreover in a horse race exercise vix does not outperform the garch approach in answering the question of whether vix produces better forecasts than the garch model then the answer is no but the informational content of vix cannot be ignored and should be incorp

the relation between implied and realized volatility abstract previous research finds the volatility implied by s p 100 index option prices to be a biased and inefficient forecast of future volatility and to contain little or no incremental information beyond that in past realized volatility in contrast we find that implied volatility outperforms past volatility in forecasting future volatility and even subsumes the information content of past volatility in some of our specifications our results differ from previous studies because we use longer time series and nonoverlapping data a regime shift around the october 1987 crash explains why implied volatility is more biased in previous work

toward consilience between biology and economics the contribution of ecological economics abstract during its ten year history ecological economics has made a real difference in the way economists look at the natural world and in the way biologists look at the economy in this survey article we examine the contributions to the journal in terms of e o wilson s concept of consilience that is his argument that the methods and assumptions of any field of study should be consistent with the known and accepted facts in other disciplines in particular we examine the contributions of ecological economics to reconciling the economic theory of the consumer and producer with biophysical reality

can tax loss selling explain the january effect a note the january effect remains an unexplained phenomenon in financial economics that the month of january has consistently shown higher mean stock returns than other months has been documented by several researchers beginning with rozeff and kinney 19 additional research by keim 14 showed that approximately half the annual size effect is attributable to abnormal returns in january 1 roll 18 confirmed keim s results as has subsequent research such as lakonishok and smidt 15 2 the most often advanced explanation for the january effect is tax motivated transactions 3 first proposed in 1942 by wachtel 21 the tax loss selling hypothesis is frequently advocated in the popular press as a major influence on stock price behavior essentially this hypothesis states that investors seek to reduce their taxes by realizing losses at year end thereby depressing stock prices stocks return to equilibrium levels after year end providing abnormally high returns in january despite the popularity of the tax loss selling hypothesis it is difficult to justify upon serious reflection justification requires acceptance of the proposition that speculators are prevented from purchasing tax loss candidates before year end with the intention to sell them after year end no theoretical justification has been presented for the hypothesis instead using both theoretical and empirical approaches constantinides 5 argues that such action cannot explain the january effect if the market is efficient 4 his results imply that empirical studies supporting the tax loss selling hypothesis provide evidence of market inefficiency as for the empirical evidence branch 3 dyl 8 roll 18 reinganum 17 and givoly and ovadia 10 have provided support for the tax loss selling hypothesis 5 recently schultz 20 tested the tax explanation by examining the

u s stock returns and oil prices the tale from daily data and the 2008 2009 financial crisis abstract using daily data from january 1999 to december 2011 we examine u s stock returns s p 500 dow jones nasdaq and russell 2000 based on a wide range of information including equity vix volatility inflation expectations interest rates gold prices and the usd euro exchange rate the focus is on oil price returns which have been previously found to exert mostly negative effects on u s stock returns identifying the crisis of 2008 2009 as a significant period of economic contraction and subsequent recovery we check the stability of the stock oil relationship by garch and mgarch dcc models prior to the financial crisis stock returns are slightly negatively affected by oil prices and by the usd euro for the subsample of mid 2009 onwards however stock returns are positively affected by oil prices and a weaker usd euro as with inflation expectations we interpret these findings as u s stocks responding positively to expectations of recovery worldwide our proposed explanation is due to the changing correlation between stock markets and oil either by standard garch models or by mgarch dcc models allowing the implied correlation to vary over time

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

puzzles in the tokyo fixing in the forex market order imbalances and bank pricing abstract fixing in the foreign exchange market determines the mid point exchange rate that is applied to spot foreign exchange transactions between banks and bank customers the paper analyzed the tokyo fixing practices which allow each bank to announce the fixing rate based on the interbank exchange rate transactions at 9 55 a m based on volumes of customer orders submitted for transaction at the fixing price banks submit orders to the interbank market at the fixing time window three puzzles regarding the tokyo fixing are 1 the spikes in prices at the fixing time occur despite a high level of liquidity in the market 2 the order flows before the fixing are biased toward the dollar which generates a predictable price pattern and 3 the bank announced fixing rates are biased toward dollar appreciation these puzzles can be explained as a consequence of unique institutional features of the tokyo fixing and of banks real side customers in japan

the impact of trades on daily volatility this article proposes a trading based explanation for the asymmetric effect in daily volatility of individual stock returns previous studies propose two major hypotheses for this phenomenon leverage effect and time varying expected returns however leverage has no impact on asymmetric volatility at the daily frequency and moreover we observe asymmetric volatility for stocks with no leverage also expected returns may vary with the business cycle that is at a lower than daily frequency trading activity of contrarian and herding investors has a robust effect on the relationship between daily volatility and lagged return consistent with the predictions of the rational expectation models the non informational liquidity driven herding trades increase volatility following stock price declines and the informed contrarian trades reduce volatility following stock price increases the results are robust to different measures of volatility and trading activity jel c30 g11 g12 stock return volatility is fundamental to finance contingent claims pricing risk management asset allocation and market efficiency tests use volatility as a basic building block consequently volatility has been widely studied along several dimensions volatility clustering in financial data has been well documented and extensively modeled by the autoregressive conditional heteroskedasticity arch of engle 1982 and the generalized arch extension of bollerslev 1986 1 shiller 1981 leroy and porter 1981 roll 1984 1988 french and roll 1986 and cutler poterba and summers 1989 have all documented a significant amount of volatility that cannot be explained by changes in fundamentals and thus may be attributable to mispricing schwert 1989 has studied the variation in stock market volatility over time and has analyzed the

shifts in volatility driven by large stock market shocks abstract this paper presents an extension of the stochastic volatility model which allows for level shifts in volatility of stock market returns known as structural breaks these shifts are endogenously driven by large return shocks innovations reflecting large pieces of market news these shocks are identified from the data as being bigger in absolute terms than the values of two threshold parameters of the model one for the negative shocks and one for the positive shocks the model can be employed to investigate different sources of stock market volatility shifts driven by market news without relying on exogenous information in addition to this it has a number of interesting features which enable us to study the effects of large return shocks on future levels of market volatility the above properties of the model are shown based on a study for the us stock market volatility

the asian crisis and calendar effects on stock returns in thailand abstract this paper systematically examines daily returns of the thai stock market index to determine whether there is evidence of calendar effects due to the day of the week the month of the year days before or after holidays and within month effects particular attention is given to the evidence of these anomalies prior to during and after the asian crisis most of the previous empirical evidence examines each of these effects in isolation the approach adopted within this paper is to start with a general model which incorporates a range of different calendar anomalies before estimating the conditional volatility models daily data from 3rd january 1995 to 29th december 2000 are used for estimation providing 1473 observations the final models are tested by comparing their forecast performance for 2001 244 observations with various models which do not include calendar effects the conclusion is that the inclusion of calendar effects improves the forecast accuracy

optimal stock trading with personal taxes implications for prices and the abnormal january returns abstract the tax law confers upon the investor a timing option to realize capital losses and defer capital gains with the tax rate on long term gains and losses being about half the short term rate the law provides a second timing option to realize losses short term and gains long term if at all our theory and simulation over the 1962 1977 period establish that taxable investors should realize long term gains in high variance stocks and repurchase stock in order to realize potential future losses short term tax trading does not explain the small firm anomaly but predicts a seasonal pattern in trading volume which maps into a seasonal pattern in stock prices the january anomaly only if investors are irrational or ignorant of the price seasonality

rational expectations and the impact of money upon stock prices received monetary theory supports the existence of a strong relationship between monetary activity and stock prices following the work of friedman and schwartz 8 relating money supply to aggregate economic activity some researchers have examined the more specific connection between changes in the rate of growth of money supply and associated movements in stock prices see 6 10 11 14 17 18 19 20 22 and 28 these studies use a variety of monetary aggregate measures to functionally relate the level of stock market indices to contemporaneous and lagged monetary growth rates in general the findings indicate a direct relationship between money supply and stock returns

the puzzling price behavior of treasury bills that mature at the turn of calendar months abstract this paper documents the unusual price behavior of treasury bills that mature at the turn of calendar months there is a kink in the yield curve as it crosses calendar months and this kink is most pronounced as the yield curve crosses between calendar years potential seasonality in the spot rate of interest could not explain these results nor could they be explained by the mispricing of either the last bill or first bill in a month the exceptionally large premium on the first bill in a month tended to be earned throughout the lifetime of the bill

measures of energy cost and value in ecosystems the physical output of ecological processes have different values even though they may be measured in the same physical units using linear input output theory we derive a set of weights based on direct and indirect energy requirements for ecosystem commodities which uniquely converts them into commensurable unit costs under certain conditions these costs are equal to values or prices using this system behavioral theories can be better posed for experimental verification

does option trading have a pervasive impact on underlying stock prices the question of whether and to what extent option trading impacts underlying stock prices has been a focus of intense interest since options began exchange based trading in 1973 despite considerable effort no convincing evidence for a pervasive impact has been produced a recent strand of theoretical literature predicts that rebalancing by traders who hedge their option positions increases decreases underlying stock return volatility when these traders have net written purchased option positions this paper tests this prediction and finds a statistically and economically significant negative relationship between stock return volatility and net purchased option positions of investors who are likely to hedge hence we provide the first evidence for a substantial and pervasive influence of option trading on stock prices

evidence on the effect of option expirations on stock prices 1987 evidence on the effect of option expirations on stock prices financial analysts journal vol 43 no 1 pp 55 57

turn of month evaluations of liquid profits and stock returns a common explanation for the monthly and january effects this paper presents and tests a hypothesis that the standardization of payments in the united states at the turn of each calendar month generally induces a surge in stock returns at the turn of each calendar month the hypothesis also asserts that returns generally will be greater following the month of december and will vary inversely with the stringency of monetary policy empirical results using stock index returns for 19691986 support the hypothesis this analysis provides an explanation for the previously documented monthly effect in stock returns and a partial explanation for the january effect in a recent paper ariel 1987 documents an important empirical regularity in stock returns and terms it the monthly effect using value weighted and equally weighted daily stock index returns for the period 1963 1981 ariel shows that virtually all of the cumulative return on these indexes is realized on ten consecutive trading days of the calendar month beginning with the last trading day of the month and extending through the first nine trading days of the following month ariel considers various explanations for this phenomenon but none sufficed to explain the observed empirical regularity p 174 more recently lakonishok and smidt 1988 examine returns on the dow jones industrial average index for the period 1897 1986 and find that significant mean daily returns are realized consistently on only four consecutive trading days of the calendar month beginning with the last trading day of the month these trading days will henceforth be referred to as the turn of month trading days ariel s and lakonishok and smidt s tests indicate that the monthly effect is not merely another manifestation of the previously documented january effect rozeff and kinney 1976 first documented that average stock index returns in january are higher than in any other month keim 1983 and others find that the surge in january returns is largely confined to stocks of small firms and to the first few trading days in january branch 1977 and others have suggested that the surge in january returns is due to year end tax loss selling and subsequent repurchases in january studies by roll 1983 reinganum 1983 ritter 1988 and others provide evidence consistent with the tax loss selling

recent developments in the theory of rules versus discretion policymaker this perspective on rules versus discretion was changed by kydland and prescott 1977 who looked at rules as a form of commitment a commitment amounts to a binding contract which specifies in advance the actions that someone will take possibly contingent on some exogenous variables that everyone can observe in contrast under discretion a person promises only to take those future actions that will best further his objectives later on such promises are easy to keep thus discretion is the special case of a rule or contract in which none of today s provisions restrict a person s future actions in the area of private business dealings it is natural to think about optimal forms of contracts which would not usually be pure discretion similarly for public policy the perspective becomes the optimal form of rules or prior restrictions even the smart benevolent policymaker is likely to desire and use

trading breaks and asymmetric information the option markets abstract we find that weekend holiday and overnight trading breaks generate excessive perceived risk in the option markets presumably due to asymmetric information which in turn encourages uninformed option traders to postpone trading this perceived risk subsides after two days accompanied by an increase in the option trading volume and the underlying index s actual price volatility these results shed light on the informational role of index options and suggest that the theoretical models results regarding information processing and price discovery in the presence of private information are not limited to single stocks but also apply to the market as a whole

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

turn of month and pre holiday effects on stock returns some international evidence abstract this study examines turn of month and pre holiday effects on international markets turn of month effects are significant in canada the uk australia switzerland and west germany pre holiday effects are significant in canada japan hong kong and australia the absence of these effects in certain markets suggests that they originate from country specific institutional practices all countries exhibiting pre holiday effects do so before local holidays only hong kong does so before us holidays this reinforces the conclusion that such anomalies are not generated solely by american institutions

ecological production based pricing of biosphere processes abstract ecological pricing theory and method is reviewed and then applied to the valuation of biosphere processes and services ecological pricing values biosphere processes on the basis of biophysical interdependencies between all parts of the ecosystem not just those that have direct or obvious value to humans the application of the ecological pricing method to the biosphere for 1994 indicates that the total value of primary ecological inputs services to be nearly us 25 trillion this compares with us 33 trillion obtained in the costanza et al 1997 study our analysis also indicated a good correspondence between the shadow ecological price and the observed market price for all marketable goods except fossil fuel which was undervalued by the market

are seasonal anomalies real a ninety year perspective in recent years there has been a proliferation of empirical studies documenting unexpected or anomalous regularities in security rates of return in addition to the widely studied relation between firm size and rate of return 1 these include seasonal regularities related to the time of the day harris 1986 the day of the week see ball and bowers 1986 cross 1973 french 1980 gibbons and hess 1981 jaffe and westerfield 1985 keim and stambaugh 1984 and lakonishok and levi 1982 the time of the month ariel 1987 and the turn of the year see haugen and lakonishok 1988 jones pearce and wilson 1987 lakonishok

pricing of long dated commodity derivatives do stochastic interest rates matter abstract does modelling stochastic interest rates beyond stochastic volatility improve pricing performance on long dated commodity derivatives to answer this question we consider futures price models for commodity derivatives that allow for stochastic volatility and stochastic interest rates and a correlation structure between the underlying variables we examine the empirical pricing performance of these models on pricing long dated crude oil derivatives estimating the model parameters from historical crude oil futures prices and option prices we find that stochastic interest rate models improve pricing performance on long dated crude oil derivatives when the interest rate volatility is relatively high furthermore increasing the model dimensionality does not tend to improve the pricing performance on long dated crude oil option prices but it matters for long dated futures prices we also find empirical evidence for a negative correlation between crude oil futures prices and interest rates that contributes to improving fit to long dated crude oil option prices

the week end effect in common stock returns the international evidence this paper examines the daily stock market returns for four foreign countries we find a so called week end effect in each country in addition the lowest mean returns for the japanese and australian stock markets occur on tuesday the remainder of the paper answers four questions are seasonal patterns in foreign stock markets independent of those previously reported in the u s do japan and australia exhibit a seasonal one day out of phase due to different time zones do settlement procedures across countries bias week end effects does the seasonal pattern in foreign exchange offset the week end effect in stocks for americans investing overseas some of the most anomalous empirical findings in finance are associated with the sample distributions of daily common stock returns cross 1 french 2 gibbons and hess 3 and keim and stambaugh 4 have documented that the average return on friday is abnormally high and the average return on monday is abnormally low to our knowledge this so called day of the week effect or week end effect has yet to be explained because this anomaly has been reported primarily for u s stock returns it is appropriate to investigate whether similar results occur for other countries positive findings would strongly support the proposition that the weekly seasonal effect is a general world wide phenomenon rather than the result of a special type of institutional arrangement in the u s to shed more light on this proposition our paper examines stock market returns in the u k japan canada and australia since we find a week end effect in each country we can examine a set of interesting questions for example are these seasonals independent of the previously reported seasonal in the u s due to different time zones do far eastern countries exhibit a seasonal one day out of phase do different settlement procedures across countries influence weekend effects does the seasonal in foreign exchange fluctuations see mcfarland pettit and sung 7 and levi 6 offset the week end effect in stock market returns for americans investing overseas

stock price clustering on option expiration dates abstract this paper presents striking evidence that option trading changes the prices of underlying stocks in particular we show that on expiration dates the closing prices of stocks with listed options cluster at option strike prices on each expiration date the returns of optionable stocks are altered by an average of at least 16 5 basis points which translates into aggregate market capitalization shifts on the order of 9 billion we provide evidence that hedge rebalancing by option market makers and stock price manipulation by firm proprietary traders contribute to the clustering

a dynamic hierarchical approach to understanding and managing natural economic systems the study of economic systems and their guidance towards sustainability can be enhanced by understanding how natural systems use materials and energy at various levels of system organization how these levels interrelate and how interrelationships change towards this end the paper introduces natural economics as an approach to understanding the dynamics of hierarchical systems we define the concepts of natural economics to facilitate the description and assessment of system change and present dynamic modeling as a method for empirical research and as a tool for management decision making we illustrate with empirical applications the use of dynamic modeling at various levels of system organization empirical illustrations range from dynamic models of simple physical systems of material transport energy degradation and self organized criticality to models of complex industrial systems such as us iron ore mining and steel production the insights derived from the natural economics approach are used to draw conclusions for the study and management of economy environment interactions

ecosystem prices activity analysis applied to ecosystems abstract in this paper a method is developed to derive prices for natural goods from information about material and energy flows within ecosystems the derivation is based on an analogy between ecological and economic systems both systems are characterized by flows of material and energy to derive ecosystem prices the mathematical structure of koopman s economic linear production model his activity analysis is applied to a material flow model of ecosystems the ecological interpretation of these prices is discussed and the uniqueness of the price system is investigated an algorithm for price calculation is derived and demonstrated with a numerical example finally it is discussed whether ecosystem prices may be suitable as surrogates for economic valuations of natural goods

the impact of derivatives hedging on the stock market evidence from taiwan s covered warrants market abstract we examine the impact of derivatives hedging on the spot market using accurate hedge ratios of covered warrants traded in the taiwan stock exchange twse results present significant positive abnormal returns and trading volumes before the announcement of a warrant s issuance and the effect is stronger when the hedging demand is larger moreover a significantly positive relationship exists between stock return volatility and the price elasticity of hedging demand finally we observe a significantly negative price effect upon the underlying stock after a call warrant has expired in the money due to the liquidation of hedging portfolios

pinning in the s p 500 futures abstract we show that standard poor s s p 500 futures are pulled toward the at the money strike price on days when serial options on the s p 500 futures expire pinning and are pushed away from the cost of carry adjusted at the money strike price right before the expiration of options on the s p 500 index anti cross pinning these effects are driven by the interplay of market makers rebalancing of delta hedges due to the time decay of those hedges as well as in response to reselling and early exercise of in the money options by individual investors the associated shift in notional futures value is at least 115 million per expiration day

option mispricing around nontrading periods we find that option returns are significantly lower over nontrading periods the vast majority of which are weekends our evidence suggests that nontrading returns cannot be explained by risk but rather are the result of widespread and highly persistent option mispricing driven by the incorrect treatment of stock return variance during periods of market closure the size of the effect implies that the broad spectrum of finance research involving option prices should account for nontrading effects our study further suggests how alternative industry practices could improve the efficiency of option markets in a meaningful way