will tighter futures price limits decrease hedge effectiveness abstract the events triggered by the global financial crisis gfc have led to calls for the regulation of financial markets given that regulation may involve opportunity costs this paper examines whether tighter futures price limits can reduce the effectiveness of a futures hedge we propose a new model that uncovers the underlying spot futures dynamics when futures prices are subject to limits we use the model to determine the maximum number of limit days that can occur before minimum variance hedging outcomes are adversely affected application of this model to the us soybean and corn markets reveals that existing limits do not reduce hedge effectiveness if the frequency of limit days increases from current levels of 1 to approximately 3 4 conventional hedging approaches will experience economically and statistically significant increases in portfolio variance these results are important for hedgers clearing houses and regulators in light of the recent calls for derivatives regulation

s p 500 cash stock price volatilities s p 500 stock return volatilities are compared to the volatilities of a matched set of stocks after controlling for cross sectional differences in firm attributes known to affect volatility no significant difference in volatility is observed between 1975 and 1983before the start of trade in index futures and index options since then s p 500 stocks have been relatively more volatile the difference is statistically but not economically significant the relative increase occurs primarily in daily returns and only to a lesser extent in longer interval returns other factors besides the start of derivative trade could be responsible for the small increase in volatility stock price volatility has received much attention in the popular press over the last few years especially since the october 19 1987 stock market crash the rise in volatility has alarmed investors regulators and the public in general some suggest that the start of trade in stock index futures and index options increased speculative activity that in turn destabilized cash markets causing higher volatility large trading activity in the derivative contracts makes the suggestion plausible volume in index futures and index options increased dramatically since their introductions in 1982 and 1983 by 1987 the average daily dollar volume in the s p 500 futures contracts alone exceeded the dollar volume of cash s p 500 trade by a factor of about two while the dollar value of the daily net change in total open interest is about 8 of s p 500 stock dollar volume speculative trade in futures and options frequently is accused of destabilizing underlying cash markets the charge has been made for more than a century in the agricultural precious metal and currency markets recent evidence by french and roll 1986 showing stock variance to be strongly related to trading session hours heightens these concerns unfortunately theoretical analyses of whether speculative trade destabilizes cash markets lead to conflicting conclusions depending on what assumptions are made 1 school of business administration university of southern california and office of economic analysis u s securities and exchange commission i wish to thank mary denny mcsweeny and steve hornstein for their valuable research assistance and the referee and editor for their many suggestions and insights the opinions expressed in this paper do not necessarily reflect those of the u s securities and exchange commission or those of the author s colleagues on its staff an increase in well informed speculative trade has two opposite effects on measured volatility it decreases volatility due to order flow imbalances caused by uninformed traders because informed traders provide liquidity in such events and it increases volatility due to new fundamental information since the information which is assumed to be generated at discrete time intervals is impounded into

allowance trading and energy consumption under a personal carbon trading scheme a dynamic programming approach abstract in response to the challenge of climate change personal carbon trading was put forward as a policy instrument to promote low carbon behavior in the household sector to evaluate the effectiveness of this scheme it is important to gain insight into the allowance trading and energy consumption behavior in a long emission commitment period this paper proposes a dynamic programming model to investigate allowance trading and energy consumption a main feature of the model is its consideration of allowance banking and borrowing activities ten simulated scenarios with different allowance prices price volatility and carbon emission rates are discussed the findings show that consumers would trade more actively when allowance price is volatile it is also found that energy consumption and allowance trading will decrease when the carbon emission rate increases overall the analysis in this paper implies that personal carbon trading scheme would be an effective policy measure to change consumers behavior therefore it would be valuable for decision makers to consider the introduction and implementation of this scheme

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

heterogeneous expectations and strong uncertainty in a minskyian model of financial fluctuations abstract we examine the role of expectations in a model aimed to explain financial fluctuations the model restates the core of minsky s financial instability hypothesis focusing on the role of expectations the hypotheses concerning the process of formation and revision of expectations are discussed in light of keynes s epistemological view of the behavior of boundedly rational agents under conditions of strong uncertainty these hypotheses are formalized by drawing on recent advances in complex dynamics decision theory and behavioral economics we show that widespread use of extrapolative expectations by economic agents produces a high degree of financial instability that may lead to a serious financial crisis and that the use by economic agents of a mix of extrapolative and regressive expectations reduces the dynamical instability of the model but may give rise to complex dynamics

stock volatility and the levels of the basis and open interest in futures contracts this article tests a theoretical model of the basis and open interest of stock index futures the model is based on the differences between stock and futures in terms of investors ability to customize stock portfolios and liquidity empirical evidence confirms the model s prediction that increased volatility decreases the basis and increases open interest copyright 1995 by american finance association

price volatility trading volume and market depth evidence from futures markets the relations between volume volatility and market depth in eight physical and financial futures markets are examined evidence suggests that linking volatility to total volume does not extract all information when volume is partitioned into expected and unexpected components the paper finds that unexpected volume shocks have a larger effect on volatility further the relation is asymmetric the impact of positive unexpected volume shocks on volatility is larger than the impact of negative shocks finally consistent with theories of market depth the study shows large open interest mitigates volatility

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

unemployment and market size without strong empirical support labour market matching models typically assume constant returns to scale in matching we construct a tractable equilibrium random matching model with a general matching technology introducing market size effects the job finding rate varies with unemployment stable steady states may occur in regions of increasing or decreasing returns and multiple equilibria are welfare ranked by market size while the standard model relies on high frequency shocks to the steady state to explain the co movement of unemployment and job finding locally decreasing returns in matching generate plausible adjustment dynamics and slower convergence lastly an extension of the hosios condition internalises search externalities

a monetary minsky model of the great moderation and the great recession abstract steve keen s model of minsky s financial instability hypothesis keen 1995 displayed qualitative characteristics that matched the real macroeconomic and income distributional outcomes of the preceding and subsequent fifteen years a period of economic volatility followed by a period of moderation leading to a rise of instability once more and a serious economic crisis this paper extends that model to build a strictly monetary macroeconomic model which can generate the monetary as well as the real phenomena manifested by both the great recession and the great moderation

unemployment income distribution and debt financed investment in a growth cycle model abstract as recent experience suggests the most significant economic fluctuations are those that combine real and financial factors this paper works out a simple model that couples a version of goodwin s 1967 growth cycle model of real fluctuations with insights drawn from a model of financial fluctuations based on minsky s financial instability hypothesis vercelli 2000 sordi and vercelli 2006 sordi and vercelli 2012 the model suggested substantially modifies that of keen 1995 who combined insights from goodwin and minsky within a model of fluctuating growth in the real part of the model we introduce the possibility of disequilibrium in the goods market and formalize a mechanism of output adjustment based on the conventional dynamic multiplier the model so obtained may exhibit persistent dynamics and provide insights to enable better understanding of the nature of real world fluctuations

measuring and testing the long term impact of terrorist attacks on the us futures market this article investigates the long term impact of the 11 september 2001 terrorist attacks on the maturity volume and open interest effects for the s p 500 index futures contracts adopting chou 2005a b s range based volatility models this article provides a number of interesting results for the maturity effect we find evidence for a very weak presence in the pre 9 11 period and no presence in the post 9 11 period indicating that the maturity effect vanishes completely following the event of 9 11 despite a strong presence of the volume effect in both periods we detect a relative decrease in the presence during the post 9 11 period the open interest effect shows a very weak presence during the pre 9 11 period and a strong presence during the post 9 11 period indicating a stronger open interest effect following the event of 9 11 furthermore we show that there is a bi directional causality relationship between futures volatility and trading volume during the pre 9 11 period and that the causali

a clarification of the goodwin model of the growth cycle abstract we show that there is a difficulty in the original goodwin model which is also found in some more recent applications in it both the labour share and the proportion employed can exceed unity properties which are untenable however we show that the underlying dynamic structure of the model can be reformulated to ensure that these variables cannot exceed unity an illustrative example extends the original model and we argue it is both plausible and satisfies the necessary unit box restrictions

bid ask spreads in the interbank foreign exchange markets abstract this study provides evidence on quotations and bid ask spreads in the wholesale foreign exchange market and introduces a method to document variation in the placement of quotes relative to asset value i find that spreads widen with proxies for inventory carrying costs including forecasts of price risk and a measure of liquidity costs increases in spreads before nontrading periods can also be attributed to inventory costs the location of currency quotes in relation to value is not constant and the outcome of hypothesis tests regarding changes in currency value can be sensitive to allowances for variation in quote location

debt cycles instability and fiscal rules a godley minsky synthesis wynne godley and hyman minsky were two macroeconomists who saw the crisis coming this paper develops a simple macrodynamic model that synthesises some key perspectives of their analytical frameworks the model incorporates godley s financial balances approach and postulates that private sector s propensity to spend is driven by a stock flow norm the target net private debt to income ratio that changes endogenously via a minsky mechanism it also includes two fiscal rules a maastricht type fiscal rule according to which the fiscal authorities adjust the government expenditures based on a target net government debt ratio and a godley minsky fiscal rule which links government expenditures with private indebtedness following a counter cyclical logic the analysis shows that i the interaction between the propensity to spend and net private indebtedness can generate cycles and instability ii instability is more likely when the propensity to spend responds strongly to deviations from the stock flow norm and when the expectations that determine the stock flow norm are highly sensitive to the economic cycle iii the maastricht type fiscal rule is destabilising while the godley minsky fiscal rule is stabilising iv the paradox of debt can apply both to the private sector and the government sector

dynamic analysis of policy lag in a keynes goodwin model stability instability cycles and chaos abstract in this paper we investigate the impact of government s stabilization policy on the dynamic behavior of the economic system in an analytical framework of a keynes goodwin model of the growth cycle in particular we study the effects of the policy lag on macroeconomic stability analytically and numerically it is shown that the increase of the policy lag contributes to destabilize the system and cyclical behavior and chaotic motion emerge in some ranges of the parameter values

do investors follow the herd in option markets we investigate the previously unexplored herding behaviour of investors in option markets by examining equity option contracts traded in the us between 1996 and 2012 we document strong herding effects in option trading activity that are conditional on a set of systematic factors related to periods of market stress more specifically we find that option investors tend to herd during periods of high market volatility risk on dates of macroeconomic announcements during the financial crisis of 2008 when a large number of market option positions is either opened or closed and during periods of a large average dispersion of analysts forecasts

costly search and recruiting a labor market model with costly search and recruiting is constructed it incorporates many features found in other models and provides new insights into the effects of externalities and transaction costs the model possesses a continuum of equilibria some of which may be pareto ranked with different rates of unemployment despite the multiplicity of equilibria comparative statics results are obtained copyright 1987 by economics department of the university of pennsylvania and the osaka university institute of social and economic research association

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

underemployment equilibrium with rational expectations in this paper i use some recent work in the microeconomics of imperfect information to construct a macro model the microeconomic theory suggests that atomistically competitive firms face kinked demand curves in this model there is a range of aggregate equilibria consistent with correct information i then show that individual firms can face a free rider problem in trying to move from one equilibrium to another by changing the price level monetary policy is not subject to this problem even if the policy is fully anticipated

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

endogenous job contact networks we use the uk quarterly labour force survey to document the presence of two phenomena first a positive correlation between unemployment rate and the proportion of job seekers who use social networks to nd jobs network use second a non monotone relation between unemployment rate and the proportion of recently employed workers who found their job through friends or relatives network productivity this second relation is positive for low levels of unemployment rate while it becomes negative for high levels of unemployment rate existing models of social networks and labor market generally assume that social networks are exogenous this assumption implies a negative correlation between unemployment rate and network productivity we develop a model where social networks are used to collect job oers but workers decide strategically how much to invest in their network we show that equilibrium job contact networks are dense and more productive in transmitting information when labor market turnover is moderate while they are less productive and segmented into clusters for either high or low turnover the equilibrium response of job contact networks to changes in labor market conditions is sucient to generate

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

futures trading and volatility in the gnma market futures markets for agricultural commodities have existed for well over 100 years recently there has been a major expansion of futures trading into nontraditional areas particularly interest bearing securities and foreign currenciesthe so called financial futures the introduction of exchange traded futures contracts for treasury bills gnma pass through certificates and other securities has created new hedging arbitrage and speculative opportunities for the investors issuers and dealers who are active in the cash markets for these securities futures trading has also opened these markets to participation by new classes of traders particularly private and smaller institutional investors through the process of arbitrage a financial futures market will be closely linked to the cash market for the underlying securities an important concern of the regulatory authorities is what effect opening a futures market is likely to have on an existing cash market the purpose of this paper is to analyze the impact of futures trading in government national mortgage association gnma passthrough certificates on price volatility in the cash market for these securities there are several major ways in which opening futures trading can increase efficiency and smooth price variations in a cash market most importantly futures provide a mechanism for those who buy and sell the actual security or commodity to hedge themselves against unfavorable price changes through the futures market risk can be spread across a large number of investors and transferred away from those hedging spot positions to professional speculators who are more willing and able to bear it this risk transfer may substantially improve the functioning of the spot market because it reduces the need to incorporate risk premia in cash market transactions to compensate for the risk of price fluctuations second futures market may increase the informational efficiency of a cash market since futures prices are determined in a unified highly visible market by traders who specialize in gathering and evaluating information the futures market is expected to be an efficient market in the sense that prices will reflect the best estimate of true future values given the information currently available if anything an informationally efficient futures market should lead to more efficient pricing in the cash market the importance of both of these effects will depend upon the structure of the existing cash market the more developed and integrated is the cash market the

impacts of derivative markets on spot market volatility and their persistence in this article we investigate the impacts of futures and options markets on the volatility of the underlying market unlike earlier studies the focus is on their persistence over time tests on the hang seng index yield several interesting results that often contrast with previous findings empirical results suggest that the quality of new information generated by derivative trading determines the impacts on the spot market volatility the futures market provides new material information reducing spot market volatility the options market on the other hand generates noisy information and distorts price which is followed by an increase in volatility and a decrease in its sensitivity to price change while the impact of futures persists that of options mostly disappears as the market matures our conjecture is that the futures market is mainly driven by informed experienced participants while the options market attracts new inexperienced investors

minsky models a structured survey minsky s ideas have recently gained prominence in the mainstream as well as in the heterodox literature however there exists no agreement upon the formal presentation of minsky s insights the aim of this paper is to survey the literature and identify differences and similarities in the ways through which minskyan ideas have been formalised we distinguish between the models that focus on the dynamics of debt or interest with no or a secondary role for asset prices and the models in which asset prices play a key role in the dynamic behaviour of the economy within the first category of models we make a classification between i the kalecki minsky models ii the kaldor minsky models iii the goodwin minsky models iv the credit rationing minsky models v the endogenous target debt ratio models and vi the minsky veblen models within the second category of models we distinguish between i the equity price minsky models and ii the real estate price minsky models key limitations of the models and directions for future research are outlined

does futures trading increase stock market volatility the case of the nikkei stock index futures markets abstract we propose new tests to examine whether stock index futures affect stock market volatility these tests decompose spot portfolio volatility into the cross sectional dispersion and the average volatility of returns on the portfolio s constituent securities our tests show that for nikkei stocks spot portfolio volatility increased and cross sectional dispersion decreased compared with average volatility when nikkei futures began trading on the osaka securities exchange but not on the singapore international monetary exchange for non nikkei stocks no shift occurred when futures trading began on either exchange these findings are consistent with the hypotheses that futures trading increases spot portfolio volatility but that there is no volatility spillover to stocks against which futures are not traded however the increase in volatility attributable to futures trading is small compared with volatility shifts induced by changes in broad economic factors

cross section estimation of the matching function evidence from england and wales this paper analyses how the levels of unemployment and vacancies affect the rate at which unemployed workers find employment the worker firm matching function in particular we test the robustness of previous empirical work by checking whether we obtain the same estimated function using cross section data rather than aggregate time series data we find strong evidence of constant returns to scale similar to previous work we also find larger cities have higher wages this provides indirect support for increasing returns but where those returns are taken in the form of better quality matches

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

trader types and volatility of emission allowance prices evidence from eu ets phase i abstract this paper studies the relation between the trading activity of market participants and the volatility of the european emission allowance price during phase i of the european union emission trading system eu ets we focus on the contrasting roles of different trader types we find evidence of a positive and significant trading activity volatility relation which appears to be stronger when accounting for trader type the positive relation can be mainly attributed to energy providers in contrast industrial companies seem to have traded more frequently when volatility levels were lower finally the non liable players represented by financial intermediaries appear to have acted as a flexible counterparty trading more with the energy sector when volatility was higher and more with the industrial firms when volatility was lower we discuss possible explanations for these contrasted positions understanding the trading activity volatility link is relevant for evaluating the efficiency of the eu ets although the relation is generally positive many players remained often inactive and traded mostly when volatility levels were lower policies targeting the engagement of less active players could lead to a smoother incorporation of information into prices and to an increase in market efficiency

futures trading activity and stock price volatility we examine whether greater futures trading activity volume and open interest is associated with greater equity volatility we partition each trading activity series into expected and unexpected components and document that while equity volatility covaries positively with unexpected futures trading volume it is negatively related to forecastable futures trading activity further though futures trading activity is systematically related to the futures contract life cycle we find no evidence of a relation between the futures life cycle and spot equity volatility these findings are consistent with theories predicting that active futures markets enhance the liquidity and depth of the equity markets

the impact of stock index futures trading on daily returns seasonality a multicountry study in this article we investigate the impact of the introduction of stock index futures trading on the daily returns seasonality of the underlying index for seven national markets it has been previously argued that the introduction of futures trading should lead to reduced seasonality of mean returns and generally our results support this conclusion the impact of index futures introduction on return autocorrelations and volatility is also tested and the evidence presented suggests that futures trading has no impact on the former although a change in the seasonal for the latter was detected

foreign investor reactions to risk and uncertainty in antitrust u s merger policy investigations and the deterrence of foreign acquirer presence motivated by the potential for antitrust and competition policies to be protectionist in effect we formulate the theoretical prior that merger policy deters foreign acquirer participation in local m a markets the policy risk and policy uncertainty characteristic of merger review may negatively affect foreign acquirers more so than domestic acquirers thereby disadvantaging foreign acquisitions of local firms and deterring future cross border investment activities we test this prior by employing sector level data on u s merger policy investigations and foreign acquirer presence in u s m a markets over the 2002 2017 period our panel data methodological approach indicates that the risk and uncertainty characteristic of u s merger policy disproportionately deters the acquisition activities of foreign investors the empirical results also suggest that the application of competition and merger policies in other national jurisdictions where there is less of a strong commitment to antitrust principles might also be effectively protectionist

the persistence of volatility and stock market fluctuations this paper examines the potential influence of changing volatility in stock market prices on the level of stock market prices it demonstrates that volatility is only weakly serially correlated implying that shocks to volatility do not persist these shocks can therefore have only a small impact on stockmarket prices since changes in volatility affect expected required rates of return for relatively short intervals these findings lead us to be skeptical of recent claims that the stock market s poor performance during the 1970 s can be explained by volatility induced increases in risk premia this abstract was borrowed from another version of this item this abstract was borrowed from another version of this item this abstract was borrowed from another version of this item this abstract was borrowed from another version of this item this abstract was borrowed from another version of this item this abstract was borrowed from another version of this item this abstract was borrowed from another version of this item this abstract was borrowed from another version of this item this abstract was borrowed from another version of this item this abstract was borrowed from another version of this item this abstract was borrowed from another version of this item this abstract was borrowed from another version of this item this abstract was borrowed from another version of this item this abstract was borrowed from another version of this item this abstract was borrowed from another version of this item this abstract was borrowed from another version of this item this abstract was borrowed from another version of this item this abstract was borrowed from another version of this item

a new approach to measure speculation in the oil futures market and some policy implications abstract we propose using a new relative measure the speculative ratio defined as trading volume divided by open interest to gauge speculative activity in the oil futures market we apply the speculative ratio to examine the relation between basis and speculative activity in the oil futures market before and after the financialization of the oil market in 2003 our finding suggests that the oil futures market is dominated by uninformed speculators in the post financialization period our finding carries several practical policy implications as follows 1 both the commodity exchange and the regulator should design regulations and trading policies that improve basis risk 2 on the commodity exchange side new policies on margin requirements and position limits for speculators should be implemented 3 margin requirements should be based on the level of basis risk 4 regulators should speed up implementation of the position limit rule in the dodd frank act and 5 stronger and more meaningful enforcement actions by regulators are required to punish and deter market manipulators

financial fragility and economic fluctuations abstract this paper proposes a simple prototype model that describes the complex dynamics of a sophisticated monetary economy the interaction between the current and intertemporal financial constraints on economic units brings about irregular fluctuations at both micro and macro levels we use qualitative dynamic analysis and numerical simulations to investigate the interaction between financial fragility modeled in terms of structural instability and dynamically unstable financial fluctuations the model suggested recently by one of the authors is here reformulated in more operational terms and extended in a number of new directions

the impact of energy derivatives on the crude oil market we examine the effects of energy derivatives trading on the crude oil market there is a common public and regulatory perception that derivative securities increase volatility and can have a destabilizing effect on the underlying market consistent with this view we find an abnormal increase in volatility for three consecutive weeks following the introduction of nymex crude oil futures while there is also evidence of a longer term volatility increase this is likely due to exogenous factors such as the continuing deregulation of the energy markets subsequent introductions of crude oil options and derivatives on other energy commodities have no effect on crude oil volatility we also examine the effects of derivatives trading on the depth and liquidity of the crude oil market this analysis reveals a strong inverse relation between the open interest in crude oil futures and spot market volatility specifically when open interest is greater the volatility shock associated with a given unexpected increase in volume is much smaller

do etfs increase volatility due to their low trading costs exchange traded funds etfs are a potential catalyst for short horizon liquidity traders the liquidity shocks can propagate to the underlying securities through the arbitrage channel and etfs may increase the nonfundamental volatility of the securities in their baskets we exploit exogenous changes in index membership and find that stocks with higher etf ownership display significantly higher volatility etf ownership increases the negative autocorrelation in stock prices the increase in volatility appears to introduce undiversifiable risk in prices because stocks with high etf ownership earn a significant risk premium of up to 56 basis points monthly

the dynamic relationship between stock returns and trading volume domestic and cross country evidence abstract this paper examines the dynamic relations causal relations and the sign and magnitude of dynamic effects between stock market trading volume and returns and volatility for both domestic and cross country markets by using the daily data of the three largest stock markets new york tokyo and london major findings are as follows first trading volume does not granger cause stock market returns on each of three stock markets second there exists a positive feedback relationship between trading volume and return volatility in all three markets third regarding the cross country relationships us financial market variables in particular us trading volume contains an extensive predictive power for uk and japanese financial market variables fourth sub sample analyses show evidence of stronger spillover effects after the 1987 market crash and an increased importance of trading volume as an information variable after the introduction of options in the us and japan

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

goodwin cycles and the bopc growth paradigm a macrodynamic model of growth and fluctuations abstract the paper builds a non linear macrodynamic model to study the relation between the functional distribution of income technological progress and economic growth in the short term the interaction between the productivity regime the demand regime and the distributive conflict generates cyclical paths a la goodwin in the long term output growth rate is constrained by the balance of payments a la thirlwall in which the elasticities of foreign trade are modeled as a function of the complex relation between the wage share and the innovation capabilities of theeconomy

pareto improving immigration in an economy with equilibrium unemployment economists from around the industrialized world demonstrate the strength of both theories about the rise of economic inequality that is it the mechanical consequence of changes in such economic fundamentals as technology and demographic parameters and that it is the contingent consequence country specific and time specific changes in institutions they find that though institutions always play a crucial role in shaping inequality and sometimes preventing it still it creeps in

liquidity and the law of one price the case of the futures cash basis deviations from no arbitrage relations should be related to market liquidity because liquidity facilitates arbitrage at the same time a wide futures cash basis may trigger arbitrage trades and in turn affect liquidity we test these ideas by studying the dynamic relation between stock market liquidity and the index futures basis there is evidence of two way granger causality between the short term absolute basis and liquidity and liquidity granger causes longer term absolute bases shocks to the absolute basis predict future stock market liquidity the evidence suggests that liquidity enhances the efficiency of the futures cash pricing system copyright 2007 by the american finance association

employment cycles in search equilibrium abstract in this paper i present a stochastic dynamic model of the labor market in which workers search for job openings and firms for job candidates i derive the existence of two stable steady states which give rise to stochastic cycles the interaction of a productivity shock with the presence of two stable steady states generates equilibrium fluctuations in employment which are not optimal a weak convergence approximation technique is used in order to characterize the behavior of a nonlinear stochastic difference equation describing the equilibrium dynamics of the economy

volatility volume co movements evidence from china metal markets abstractthis article investigates the interactional relationship between price volatility and futures trading activity for three heavily traded metal products on the shanghai metal exchange and the shanghai futures exchange using models based on vector autoregression and generalized method of moments we show in particular that futures trading activity has a strong impact on both spot and futures price volatility in copper and aluminium markets futures trading activity leads spot market volatility in copper and aluminium markets which suggests that futures markets have a destabilizing effect in order to disentangle the effect of different traders types on asset price movements we decompose futures trading into speculators and hedgers trading and investigate their contributions to volatility as a robustness check we investigate the impact of endogenous structural breaks on the interactional relationship between price volatility and futures trading

the price variability volume relationship on speculative markets this paper concerns the relationship between the variability of the daily price change and the daily volume of trading on the speculative markets our work extends the theory of speculative markets in two ways first we derive from economic theory the joint probability distribution of the price change and the trading volume over any interval of time within the trading day and second we determine how this joint distribution changes as more traders enter or exit from the market the model s parameters are estimated by fiml using daily data from the 90 day t bills futures market the results of the estimation can reconcile a conflict between the price variability volume relationship for this market and the relationship obtained by previous investigators for other speculative markets this paper concerns the relationship between the variability of the daily price change and the volume of trading on speculative markets previous empirical studies 2 3 6 12 14 16 of both futures and equity markets always find a positive association between price variability as measured by the squared price change ap2 and the trading volume 2 there are two explanations for the relationship clark s 2 explanation which is secondary to his effort to explain why the probability distribution of the daily price change is leptokurtic emphasizes randomness in the number of within day transactions in clark s model the daily price change is the sum of a random number of within day price changes the variance of the daily price change is thus a random variable with a mean proportional to the mean number of daily transactions clark argues that the trading volume is related positively to the number of within day transactions and so the trading volume is related positively to the variability of the price change the second explanation is due to epps and epps 6 their model examines the mechanics of within day trading the change in the market price on each within day transaction or market clearing is the average of the changes in all of the traders reservation prices epps and epps assume there is a positive relationship between the extent to which traders disagree when they revise their reservation prices and the absolute value of the change in the market price that is an increase in the extent to which traders disagree is associated with a larger absolute price change the price variability volume relationship arises then because the volume of trading is positively related to the extent to which traders disagree when they revise their reservation prices

heteroskedasticity in stock return data volume versus garch effects this paper provides empirical support for the notion that autoregressive conditional heterqskedasticity arch in daily stock return data reflects time dependence in the process generating information flow to the market daily trading volume used as a proxy for information arrival time is shown to have significant explanatory power regarding the variance of daily returns which is an implication of the assumption that daily returns are subordinated to intraday equilibrium returns furthermore arch effects tend to disappear when volume is included in the variance equation the autoregressive conditiqnal heteroskedasticity arch process of engle 1982 has been shown to provide a good fit for many financial return time series 1 arch imposes an autoregressive structure on conditional variance allqwing volatility shocks to persist over time this persistence captures the propensity of returns of like magnitude to clu ter in time and can explain the well documented nonnormality and nonstability of empirical asset return distributions see especially fama 1965 an appealing explanation for the presence of arch is based upon the hypothesis that daily returns are generated by a maiture of distributions in which the rate of daily information arrival is the stochastic mixing variable as suggested by diebold 1986 gallant hsieh and tauchen 1988 and stock 1987 1988 arch might capture the time series properties e g serial correlation of this mixing variable hqwever this linkage has not been broadly documented with the datia the objective of this study is to examine the validity of this explanation for daily stock returns the empirical strategy exploits the implication of the mixture model that the variance of daily price increments is heteroskedastic specifically positively related to the rate of daily information arrival using daily trading volume as a proxy for the mixing variable we show that for a sample of 20 common stocks arch effects vanish when volume is included as an explanatory variable in the conditional variance equation