inventory and credit decisions for time varying deteriorating items with up stream and down stream trade credit financing by discounted cash flow analysis abstract in today s competitive markets most firms in united kingdom and united states offer their products on trade credit to stimulate sales and reduce inventory trade credit is calculated based on time value of money on the purchase cost i e discounted cash flow analysis recently many researchers use discounted cash flow analysis only on the purchase cost but not on the revenue which is significantly larger than the purchase cost and the other costs for a sound and rigorous analysis we should use discounted cash flow analysis on revenue and costs in addition expiration date for a deteriorating item e g bread milk and meat is an important factor in consumer s purchase decision however little attention has been paid to the effect of expiration date hence in this paper we establish a supplier retailer customer supply chain model in which a the retailer receives an up stream trade credit from the supplier while grants a down stream trade credit to customers b the deterioration rate is non decreasing over time and near 100 percent particularly close to its expiration date and c discounted cash flow analysis is adopted for calculating all relevant factors revenue and costs the proposed model is an extension of more than 20 previous papers we then demonstrate that the retailer s optimal credit period and cycle time not only exist but also are unique thus the search of the optimal solution reduces to a local one finally we run several numerical examples to illustrate the problem and gain managerial insights

the hidden information content of price movements dynamic patterns of prices in different markets may motivate strategic consumers who could be monitoring price movements over time to game vendors do past price movements carry information about the probability and magnitude of future price drops conducting empirical work in the airline industry on near 1000 us domestic routes we find that some price metrics carry information about future price swings these variables can assist in predicting the likelihood and magnitude of price drops these price metrics yield significantly different signals which also vary as the prediction horizon changes

the pricing of options on assets with stochastic volatilities one option pricing problem that has hitherto been unsolved is the pricing of a european call on an asset that has a stochastic volatility this paper examines this problem the option price is determined in series form for the case in which the stochastic volatility is independent of the stock price numerical solutions are also produced for the case in which the volatility is correlated with the stock price it is found that the black scholes price frequently overprices options and that the degree of overpricing increases with the time to maturity one option pricing problem that has hitherto remained unsolved is the pricing of a european call on a stock that has a stochastic volatility from the work of merton 12 garman 6 and cox ingersoll and ross 3 the differential equation that the option must satisfy is known the solution of this differential equation is independent of risk preferences if a the volatility is a traded asset or b the volatility is uncorrelated with aggregate consumption if either of these conditions holds the risk neutral valuation arguments of cox and ross 4 can be used in a straightfoward way this paper produces a solution in series form for the situation in which the stock price is instantaneously uncorrelated with the volatility we do not assume that the volatility is a traded asset also a constant correlation between the instantaneous rate of change of the volatility and the rate of change of aggregate consumption can be accommodated the option price is lower than the blackscholes b s 1 price when the option is close to being at the money and higher when it is deep in or deep out of the money the exercise prices for which overpricing by b s takes place are within about ten percent of the security price this is the range of exercise prices over which most option trading takes place so we may in general expect the b s price to overprice options this effect is exaggerated as the time to maturity increases one of the most surprising implications of this is that if the b s equation is used to determine the implied volatility of a near the money option the longer the time to maturity the lower the implied volatility numerical solutions for the case in which the volatility is correlated with the stock price are also examined the stochastic volatility problem has been examined by merton 13 geske 7 johnson 10 johnson and shanno 11 eisenberg 5 wiggins 16 and

the intertemporal relation between the u s and japanese stock markets this paper finds a high correlation between the open to close returns for u s stocks in the previous trading day and the japanese equity market performance in the current period in contrast the japanese market has only a small impact on the u s return in the current period high correlations among open to close returns are a violation of the efflcient market hypothesis however in trading simulations the excess profits in japan vanish when transactions costs and transfer taxes are included the two largest stock markets in the world in terms of capitalization volume and shares listed are the tokyo stock exchange tse and the new york stock exchange nyse because tokyo is 14 hours ahead of new york there is an eight and one half hour difference between the close of the tse and open of the nyse since there is no overlap between the two markets traders or technical analysts may look to the tse as a predictor of market movement on the nyse and or examine changes on the nyse as indicators of tse performance as shown in figure 1 the tse opens at 7 00 p m eastern standard time est and closes at 1 00 a m est 1 the nyse opens at 11 30 p m japanese time 9 30 a m est and closes at 5 00 a m japanese time 4 00 p m est thus there is no common time interval in which both markets are open high correlations between the respective open to close returns are a violation of the efficient market hypothesis because public information about the performance in one market could be used to profitably trade in another market if the markets are efficient information about the open to close performance in one market for example the u s return in period t 1 will be fully reflected in the open price of the other market japan in period t for example since new information flows randomly into the market subsequent price changes should be random and the open to close returns in japan will be uncorrelated with the u s returns thus the u s performance should affect the open price in japan and the correlation between the open to close returns of the two markets will be zero early research on the synchronization among stock prices across countries grubel 1968 levy and sarnat 1970 agmon 1972 ripley 1973 lessard

the informational content of implied volatility implied volatility is widely believed to be informationally superior to historical volatility because it is the markets forecast of future volatility but for s p 100 index options the most actively traded contract in the united states we find implied volatility in aggregate and across subsamples separated by maturity and strike price implied volatility has virtually no correlation with future volatility and it does not incorporate the information contained in recent observed volatility article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

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

dynamic stock market covariances in the eurozone abstract this paper examines the short term dynamics macroeconomic sensitivities and longer term trends in the variances and covariances of national equity market index daily returns for eleven countries in the euro currency zone we modify colacito engle and ghysel s mixed data sampling dynamic conditional correlation garch model to include a new scalar measure for the degree of correlatedness in time varying correlation matrices we also explore the robustness of the findings with a less model dependent realized covariance estimator we find a secular trend toward higher correlation during our sample period and significant linkages between macroeconomic and market wide variables and dynamic correlation one notable finding is that average correlation between these markets is lower when their average gdp growth rate is lower or when more of them have negative gdp growth

covariance breakdowns and connectedness of crude oil futures markets with non synchronous data this article identifies the breakdowns in the covariance of three benchmark crude oil futures markets wti brent and dubai and investigates the changes of market connectedness across the breakdow

have the gipsi settled down breaks and multivariate stochastic volatility models for and not against the european financial integration we investigate the integration of the european peripheral financial markets with germany france and the uk using a combination of tests for structural breaks and return correlations derived from several multivariate stochastic volatility models our findings suggest that financial integration intensified in anticipation of the euro further strengthened by the emu inception and amplified in response to the 2007 2008 financial crisis hence no evidence is found of decoupling of the equity markets in more troubled european countries from the core interestingly the uk despite staying outside the emu is not worse integrated with the gipsi than germany or france 2013 elsevier b v

price and volatility spillovers in scandinavian stock markets abstract new evidence is provided on price and volatility spillovers among the danish norwegian swedish and finnish stock markets the impact of good news market advances and bad news market retreats is described by a multivariate exponential generalized autoregressive conditionally heteroskedastic egarch model volatility transmission is asymmetric spillovers being more pronounced for bad than good news significant price and volatility spillovers exist but they are few in number

interest rate volatility the yield curve and the macroeconomy abstract this paper provides theory and evidence that a low dimensional term structure model can simultaneously price bonds and related options it shows that a component of volatility risk largely unrelated to the shape of the yield curve is a determinant of expected excess returns for holding long maturity bonds it also finds evidence for this return relationship both in the model and directly in the data through regression analysis the paper also identifies a link between corporate earnings performance and interest rate volatility providing a channel driving interest rate volatility the structure of risk in the model that gives rise to these features of volatility is distinct from that inherent in recent models with unspanned stochastic volatility

exploring return dynamics via corridor implied volatility some fundamental questions regarding equity index return dynamics are difficult to address due to the latent character of spot volatility we exploit tick by tick option quotes to compute a novel corridor volatility index which may serve as an observable proxy for short term volatility exploiting this index we find that equity index volatility jumps are common symmetrically distributed and cojump with the underlying returns moreover the return volatility asymmetry is more pronounced than is generally recognized and is in force for both diffusive and jump innovations in volatility finally the index performs admirably during turbulent market conditions constituting a useful real time gauge of market stress

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

international transmission of stock market movements this paper investigates the international transmission mechanism of stock market movements by estimating a nine market vector autoregression var system using simulated responses of the estimated var system we i locate all the main channels of interactions among national stock markets and ii trace out the dynamic responses of one market to innovations in another generally speaking a substantial amount of multi lateral interaction is detected among national stock markets innovations in the u s are rapidly transmitted to other markets in a clearly recognizable fashion whereas no single foreign market can significantly explain the u s market movements also the dynamic response pattern is found to be generally consistent with the notion of informationally efficient international stock markets

understanding index option returns this paper studies the returns from investing in index options previous research documents significant average option returns large capm alphas and high sharpe ratios and concludes that put options are mispriced we propose an alternative approach to evaluate the significance of option returns and obtain different conclusions instead of using these statistical metrics we compare historical option returns to those generated by commonly used option pricing models we find that the most puzzling finding in the existing literature the large returns to writing out of themoney puts is not even inconsistent with the black scholes model moreover simple stochastic volatility models with no risk premia generate put returns across all strikes that are not inconsistent with the observed data at the money straddle returns are more challenging to understand and we find that these returns are not inconsistent with explanations such as jump risk premia peso problems and estimation risk

a note on seller s optimal credit period and cycle time in a supply chain for deteriorating items with maximum lifetime in 2014 wang et al 2014 extended the model of lou and wang 2012 to incorporate the credit period dependent demand and default risk for deteriorating items with maximum lifetime however the rates of demand default risk and deterioration in the model of wang et al 2014 are assumed to be specific functions of credit period which limits the contributions in this note we first generalize the theoretical results of wang et al 2014 under some certain conditions furthermore we also present some structural results instead of a numerical analysis on variation of optimal replenishment and trade credit strategies with respect to key parameters

optimal option portfolio strategies deepening the puzzle of index option mispricing traditional methods of asset allocation such as mean variance optimization are not adequate for option portfolios because the distribution of returns is non normal and the short sample of option returns available makes it difficult to estimate their distribution we propose a method to optimize a portfolio of european options held to maturity with a myopic objective function that overcomes these limitations in an out of sample exercise incorporating realistic transaction costs the portfolio strategy delivers a sharpe ratio of 0 82 with positive skewness this performance is mostly obtained by exploiting mispricing between options and not by loading on jump or volatility risk premia

information in the term structure of yield curve volatility using a novel no arbitrage model and extensive second moment data we decompose conditional volatility of u s treasury yields into volatilities of short rate expectations and term premia short rate expectations become more volatile than premia before recessions and during asset market distress correlation between shocks to premia and shocks to short rate expectations is close to zero on average and varies with the monetary policy stance while treasuries are nearly unexposed to variance shocks investors pay a premium for hedging variance risk with derivatives we illustrate the dynamics of the yield volatility components during and after the financial crisis

the relation between earnings and cash flows abstract a model of earnings cash flows and accruals is developed assuming a random walk sales process variable and fixed costs and that the only accruals are accounts receivable and payable and inventory the model implies earnings better predict future operating cash flows than current operating cash flows and the difference varies with the operating cash cycle also the model is used to predict serial and cross correlations of each firm s series the implications and predictions are tested on a 1337 firm sample over 1963 1992 both earnings and cash flow forecast implications and correlation predictions are generally consistent with the data

valuing futures and options on volatility abstract this paper presents simple closed form expressions for volatility futures and option prices and examines their implications for the characteristics of these securities we show that the properties of these volatility derivatives are fundamentally different from those of conventional option and futures contracts this analysis also provides insights into the role that volatility derivatives may play in managing and hedging volatility risk in financial markets

lot sizing policies for deteriorating items with expiration dates and partial trade credit to credit risk customers abstract in practice a credit worthy retailer frequently receives a permissible delay on the entire purchase amount without collateral deposits from his her supplier i e an up stream full trade credit by contrast a retailer usually requests his her credit risk customers to pay a fraction of the purchase amount at the time of placing an order and then grants a permissible delay on the remaining balance i e a down stream partial trade credit in addition many products such as blood banks pharmaceuticals fruits vegetables volatile liquids and others deteriorate constantly and have their expiration dates however not many researchers have taken the expiration date of a deteriorating item into consideration the purpose of this paper is to establish optimal lot sizing policies for a retailer who sells a deteriorating item to credit risk customers by offering partial trade credit to reduce his her risk the proposed model is a generalized case of many previous models by applying theorems in pseudo convex fractional functions we can easily prove that the optimal solution not only exists but is also unique moreover we propose three discrimination terms which can easily identify the optimal solution among all possible alternatives finally some numerical examples are presented to highlight the theoretical results and managerial insights

misreaction or misspecification a re examination of volatility anomalies abstract existing research examines the impact of volatility shocks on the relative pricing of long term vs short term options and documents patterns of short horizon underreaction and long horizon overreaction in the options market these studies however rely on implied volatilities derived from specific option pricing models and are thus subject to model specification errors in this paper we show that these anomalous patterns are the result of model misspecification as opposed to market misreaction we provide evidence that these patterns are consistent with in both direction and magnitude inherent biases in the misspecified models we also apply a model free approach to re examine the anomalous patterns and find no evidence of market misreaction

nonparametric tests of alternative option pricing models using all reported trades and quotes on the 30 most active cboe option classes from august 23 1976 through august 31 1978

an economic order quantity model for deteriorating items with partially permissible delay in payments linked to order quantity abstract to attract more sales suppliers frequently offer a permissible delay in payments if the retailer orders more than or equal to a predetermined quantity w in this paper we generalize goyal s k 1985 eoq under conditions of permissible delay in payments journal of the operational research society 36 335 338 economic order quantity eoq model with permissible delay in payment to reflect the following real world situations 1 the retailer s selling price per unit is significantly higher than unit purchase price 2 the interest rate charged by a bank is not necessarily higher than the retailer s investment return rate 3 many items such as fruits and vegetables deteriorate continuously and 4 the supplier may offer a partial permissible delay in payments even if the order quantity is less than w we then establish the proper mathematical model and derive several theoretical results to determine the optimal solution under various situations and use two approaches to solve this complex inventory problem finally a numerical example is given to illustrate the theoretical results

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

consistent modeling of s p 500 and vix derivatives abstract this study introduces a model that identifies relationships between stylized features on s p 500 vix and derivatives on vix the paper considers a specification with discontinuous correlated jumps in stock prices and stock price volatility with state dependent arrival intensity and examines how these factors impact vix option pricing and hedging the paper finds strong evidence for jumps in volatility and jumps in returns implicit in vix option data

comments on the eoq model for deteriorating items with conditional trade credit linked to order quantity in the supply chain management abstract ouyang et al 2009 consider an economic order quantity eoq model for deteriorating items with a partially permissible delay in payments linked to order quantity basically their inventory model is practical but there are some defects from the logical viewpoints of mathematics in this paper the functional behaviors of the annual total relevant costs are explored by rigorous methods of mathematics a complete solution procedure is also developed to make up for the shortcomings of ouyang et al 2009 in numerical examples it is proved that the new solution procedure could avoid making wrong decisions and causing cost penalties

option pricing when the variance changes randomly theory estimation and an application in this paper we examine the pricing of european call options on stocks that have vari ance rates that change randomly we study continuous time diffusion processes for the stock return and the standard deviation parameter and we find that one must use the stock and two options to form a riskless hedge the riskless hedge does not lead to a unique option pricing function because the random standard deviation is not a traded security one must appeal to an equilibrium asset pricing model to derive a unique option pricing function in general the option price depends on the risk premium associated with the random standard deviation we find that the problem can be simplified by assuming that volatility risk can be diversified away and that changes in volatility are uncorrelated with the stock return the resulting solution is an integral ofthe black scholes formula and the distribution function for the variance of the stock price we show that accurate option prices can be computed via monte carlo simulations and we apply the model to a set of actual prices

a new approach to measuring financial contagion this article proposes a new approach to evaluate contagion in financial markets our measure of contagion captures the coincidence of extreme return shocks across countries within a region and across regions we characterize the extent of contagion its economic significance and its determinants using a multinomial logistic regression model applying our approach to daily returns of emerging markets during the 1990s we find that contagion is predictable and depends on regional interest rates exchange rate changes and conditional stock return volatility evidence that contagion is stronger for extreme negative returns than for extreme positive returns is mixed

differences in beliefs and currency risk premiums this paper studies the importance of heterogeneous beliefs for the dynamics of asset prices we focus on currency markets where the absence of short selling constraints allows us to perform sharper tests of theoretical predictions using a unique data set with detailed information on foreign exchange forecasts we construct an empirical proxy for differences in beliefs we show that this proxy has a strong effect on the implied volatility of currency options beyond the volatility of macroeconomic fundamentals we document that differences in beliefs impact also on the shape of the implied volatility smile on the volatility risk premiums and on future currency returns

systemic risk and international portfolio choice returns on international equities are characterized by jumps moreover these jumps tend to occur at the same time across countries leading to systemic risk we capture these stylized facts using a multivariate system ofjump diffusion processes where the arrival of jumps is simultaneous across assets we then determine an investor s optimal portfolio for this model of returns systemic risk has two effects one it reduces the gains from diversification and two it penalizes investors for holding levered positions we find that the loss resulting from diminished diversification is small while that from holding very highly levered positions is large returns on international equities are characterized by jumps 1 moreover these jumps tend to occur at the same time across countries implying that conditional correlations between international equity returns tend to be higher in periods of high market volatility or following large downside moves 2 our objective in

inventory models for deteriorating items with maximum lifetime under downstream partial trade credits to credit risk customers by discounted cash flow analysis abstract getting loans from banks are almost impossible after 2008 global financial crisis as a result about 80 of companies in united kingdom and united states offer their products on various short term free interest loans i e trade credit to customers numerous researchers and academicians apply discounted cash flow dcf analysis merely to compute the interest earned and charged during the credit period but not to the revenue and other costs which are considerably larger than the interest earned and charged for a rigorous analysis the dcf on all relevant costs is applied in addition many products deteriorate continuously and cannot be sold after their maximum lifetimes or expiration dates however very few researchers and investigators have implemented the product lifetime expectance into their models in this paper a supplier retailer customer chain system is developed in which the retailer gets an upstream full trade credit from the supplier whereas offers a downstream partial trade credit to credit risk customers the deterioration rate is non decreasing over time and near 100 particularly close to its expiration date and dcf analysis is applied to compute all relevant costs this paper demonstrates that the retailer s optimal replenishment cycle time not only exists but also is unique thus the search of the global optimal reduces to finding a local solution finally several numerical examples and sensitivity analysis are performed in order to illustrate the problem and obtain managerial insights

structure and performance global interdependence of stock markets around the crash of october 1987 using a new data source on share price indices this paper finds no evidence that the substantial variations in the reactions to the crash of october 1987 across countries are related to the structure of markets however trading halts and capital controls on residents may have moderated the speed of declines in some markets the paper also examines one measure of interlinkages between markets the trading of foreign stocks on domestic markets and finds this to be closely related to interdependence between markets

on biases in the measurement of foreign exchange risk premiums abstract the hypothesis that the forward rate is an unbiased predictor of the future spot rate has been consistently rejected in recent empirical studies this paper examines several sources of measurement error and misspecification that might induce biases in such studies although previous inferences are shown to be robust to a failure to construct true returns and to omitted variable bias arising from conditional heteroskedasticity in spot rates we show that the parameters were not stable over the 1975 89 sample period estimation that allows for endogenous regime shifts in the parameters demonstrates that deviations from unbiasedness were more severe in the 1980s jel f31

joint pricing and inventory model for deteriorating items with expiration dates and partial backlogging under two level partial trade credits in supply chain abstract this paper develops an inventory model for deteriorating items under a two level partial trade credit with allowable shortages this paper considers a supplier retailer customer supply chain in which a for settling the cost of purchasing the retailer receives a partial trade credit from the supplier and at the same time the retailer offers a separate partial trade credit to the customer b the downstream credit period not only increases demand but also opportunity cost c the deterioration rate is non decreasing over time and the product is fully deteriorated close to its expiration date and d shortages are allowed the objective of the problem is to determine the optimal selling price the optimal replenishment cycle time and the time taken for the inventory to reach zero at the same time such that the total profit per unit is maximized theoretical results are established a numerical example is provided to illustrate the theoretical results and yield some managerial insights

the world price of jump and volatility risk abstract we study international integration of markets for jump and volatility risk using index option data for the main global markets to explain the cross section of expected option returns we focus on return based multi factor models for each market separately we provide evidence that volatility and jump risk are priced risk factors there is little evidence however of global unconditional pricing of these risks we show that uk and us option markets have become increasingly interrelated and using conditional pricing models generates some evidence of international pricing finally the benefits of diversifying jump and volatility risk internationally are substantial but declining

the euro and european financial market dependence a time varying copula model is used to investigate the impact of the introduction of the euro on the dependence between 17 european stock markets during the period 1994 2003 the model is implemented with a gjr garch ma t model for the marginal distributions and the gaussian copula for the joint distribution which allows capturing time varying non linear relationships the results show that within the euro area market dependence increased after the introduction of the common currency only for large equity markets such as in france germany italy the netherlands and spain structural break tests indicate that the increase in financial market dependence started around the beginning of 1998 when euro membership was determined and the relevant information was announced the uk and sweden but not other european countries outside the euro area are found to exhibit an increase in equity market co movement which is consistent with the interpretation that these countries may be expected to join the euro in the future

unspanned stochastic volatility evidence from hedging interest rate derivatives most existing dynamic term structure models assume that interest rate derivatives are redundant securities and can be perfectly hedged using solely bonds we find that the quadratic term structure models have serious difficulties in hedging caps and cap straddles even though they capture bond yields well furthermore at the money straddle hedging errors are highly correlated with cap implied volatilities and can explain a large fraction of hedging errors of all caps and straddles across moneyness and maturities our results strongly suggest the existence of systematic unspanned factors related to stochastic volatility in interest rate derivatives markets

variance risk premium dynamics the role of jumps using high frequency stock market data and synthetic variance swap rates this paper identifles and investigates the temporal variation in the market variance risk premium the variance risk is manifest in two salient features of flnancial returns stochastic volatility and jumps the pricing of these two separate components is analyzed in a general semiparametric framework the key empirical results imply that investors fears of future jumps are especially sensitive to recent jump activity and that their willingness to pay for protection against jumps increase signiflcantly immediately after the occurrence of jumps this in turn suggests that time varying risk aversion as previously documented in the literature is primarily driven by large or extreme market moves the dynamics of risk neutral jump intensity extracted from deep out of the money put options conflrms these flndings jel c51 c52 g12 g13

instant option betas an investor considering the addition of options to his investment portfolio must consider the effect an option will have on portfolio risk the eta of an option at any point in time can be calculated from the beta of its underlying stock and the option s risk elasticity a measure of the percentage change in the value of the option for a small percentage change in the value of the underlying stock an option s beta will change in a predictable fashion with changes in the underlying stock s price and variance rate the option s exercise price and time to expiration and the risk free interest rate a call option s beta will decrease with increasing stock price and exercise price and increase with an increasing risk free rate its sensitivity to variance and time to expiration will depend on the stock price to exercise price ratio nomograms provide a quick and easy way to estimate option betas from these readily observable underlying parameters option betas will also change often drastically with the passage of time graphs indicate that in general call betas will increase as time to expiration increases the ultimate impact will depend however on the parameters of the contract and on changes in the underlying stock s price

recovering probability distributions from option prices this article derives underlying asset risk neutral probability distributions of european options on the s p 500 index nonparametric methods are used to choose probabilities that minimize an objective function subject to requiring that the probabilities are consistent with observed option and underlying asset prices alternative optimization specifications produce approximately the same implied distributions a new and fast optimization technique for estimating probability distributions based on maximizing the smoothness of the resulting distribution is proposed since the crash the risk neutral probability of a three four standard deviation decline in the index about 36 percent 46 percent over a year is about 10 100 times more likely than under the assumption of lognormality recently the increasing popularity of derivatives and some highly publicized failures to control risk have led to increased efforts to find reasonable methods to measure the sensitivity of large institutional derivatives portfolios to extreme events merely because such events are rare is not sufficient to ignore them since on the few occasions when they do occur significant amounts of money can change hands potentially wiping out profits accumulated over long prior periods a key assumption behind methods of estimation is the joint probability distribution of constituent underlying asset returns this has long been a concern of financial economists since probability assumptions are critical to much of their research during the last quarter century heretofore probability distributions of stock market returns have typically been estimated from historical time series unfortunately common hypotheses may not capture the probability of extreme events and the events of interest are rare or may not be present in the historical record even though they are clearly possible

bond pricing and the term structure of interest rates a new methodology for contingent claims valuation this paper presents a unifying theory for valuing contingent claims under a stochastic term structure of interest rates the methodology based on the equivalent martingale measure technique takes as given an initial forward rate curve and a family of potential stochastic processee for its subsequent movements a no arbitrage condition restricts this family of processes yielding valuation formulae for interest rate sensitive contingent claims which do not explicitly depend on the market prices of risk examples are provided to illustrate the key results in relation to the term structure of interest rates arbitrage pricing theory has two purposes the first is to price all zero coupon default free bonds of varying maturities from a finite number of economic fundamentals called state variables the second is to price all interest rate sensitive contingent claims taking as given the prices of the zero coupon bonds this paper presents a general theory and a unifying framework for understanding arbitrage pricing theory in this context of which all existing arbitrage pricing models are special cases in particular vasicek 1977 brennan and schwartz 1979 langetieg 1980 ball and torous 1983 ho and lee 1986 schaefer and schwartz 1987 and artzner and delbaen 1988 the primary contribution of this paper however is a new methodology for solving the second problem i e the pricing of interest rate sensitive contingent claims given the prices of all zero coupon bonds the methodology is new because i it imposes its stochastic structure directly on the evolution of the forward rate curve ii it does not require an inversion of the term structure to eliminate the market prices of risk from contingent claim values and iii it has a stochastic spot rate process with multiple stochastic factors influencing the term structure the model can be used to consistently price and hedge all contingent claims american or european on the term structure and it is derived from necessary and more importantly sufficient conditions for the absence of arbitrage the arbitrage pricing models of vasicek 1977 brennan and schwartz 1979 langetieg 1980 and artzner and delbaen 1988 all require an iformerly titled bond pricing and the term structure of interest rates a new methodology

returns synchronization and daily correlation dynamics between international stock markets the use of close to close returns underestimates returns correlation because international stock markets have different trading hours with the availability of 16 00 london time stock market series we find dynamics of daily correlation and covariance estimated using two non synchroneity adjustment procedures to be substantially different from their synchronous counterparts conditional correlation may have different signs depending on the model and data type used other findings include volatility spillover from the us to the uk and france and a reverse spillover which is not documented before also unlike previous findings we found the increase in daily correlation is prominent only under extremely adverse conditions when a large negative return has been registered

the empirical implications of the cox ingersoll ross theory of the term structure of interest rates the one factor version of the cox ingersoll and ross model of the term structure is estimated using monthly quotes on u s treasury issues trading from 1952 through 1983 using data from a single yield curve it is possible to estimate implied short and long term zero coupon rates and the implied variance of changes in short rates analysis of residuals points to a probable neglected tax effect the term structure of interest rates is important to economists because the relationship among the yields on default free securities that differ in their term to maturity reflects the information available to the market about the future course of events the expectations hypothesis the liquidity preference hypothesis hicks 10 and the market segmentation hypothesis culbertson 6 are theories of the term structure that predict little more than that the implied forward rate is either equal to or not equal to the expectation of future spot rates cox ingersoll and ross 5 cir model the term structure of interest rates in a competitive equilibrium context their model has elements in common with the earlier hypotheses of the term structure however the cir model has a rich class of empirical implications not only for the pricing of default free securities but also for the pricing of bond options callable bonds and other types of financial claims this paper examines the extent to which the model in its simplest one factor form is descriptive of the prices of u s treasury bills bonds and notes traded from 1952 to 1983 section i describes the model and the parsimonious representation of bond prices which it implies section ii describes the data and section iii outlines the preliminary results obtained by fitting the model to observed data the final section outlines directions for future research

a nonlinear factor analysis of s p 500 index option returns growing evidence suggests that extraordinary average returns may be obtained by trading equity index options and that at least part of this abnormal performance is attributable to volatility and jump risk premia this paper asks whether such priced risk factors are alone sufficient to explain these average returns to provide an answer in as general as possible a setting i estimate a flexible class of nonlinear models using all s p 500 index futures options traded between 1986 and 2000 the results show that priced factors contribute to these expected returns but are insufficient to explain their magnitudes particularly for short term out of the money puts in a recent paper c oval and shumway 2001 examine the returns on deltahedged option positions focusing on the at the money straddle and find average returns close to minus 3 per week since over short time horizons these positions are approximately invariant to movements in the underlying index coval and shumway argue that their capm betas should be near zero and their expected returns close to the risk free rate they conclude that large deviations from the capm are the norm which they suggest is evidence that some other systematic factor such as stochastic volatility might be priced by the market similar conclusions are made by jackwerth 2000 who finds risk adjusted profitability from selling puts and by bakshi and kapadia 2003 who find that the volatility risk premium contributes significantly to higher prices for calls and puts buraschi and jackwerth 2001 concur suggesting that more than one priced risk factor is necessary to explain option prices a less direct set of evidence is the now standard observation that the black scholes implied volatilities of equity index options are upward biased predictors of future realized volatility numerous studies such as fleming ostdiek and whaley 1995 and christensen and prabhala 1998 document that implied volatilities of short term at the money equity index options are on average several percentage points higher than the volatilities realized over the option s

retailer s economic order quantity when the supplier offers conditionally permissible delay in payments link to order quantity abstract trade credit financing is increasingly recognized as an important strategy to increase profitability in inventory management we revisit an economic order quantity model under conditionally permissible delay in payments in which the supplier offers the retailer a fully permissible delay of m periods i e there is no interest charge until m if the retailer orders more than or equal to a predetermined quantity w however if the retailer s order quantity is less than w then the retailer must make a partial payment to the supplier and enjoy a permissible delay of m periods for the remaining balance in this paper we extend the mentioned eoq under conditionally permissible delay in payments to complement some shortcomings of the model by contrast to the differential calculus method we propose a simple arithmetic geometric method to solve the problem furthermore we establish some discrimination terms to identify the unique optimal solution among three alternatives and explain those theoretical results by simply economical interpretations finally we solve several numerical examples to illustrate the theoretical results and obtain some managerial implications

pricing foreign currency options under stochastic interest rates abstract in this paper we build a general framework to price contingent claims on foreign currencies using the heath et al 1987 model of the term structure closed form solutions are obtained for european options on currencies and currency futures assuming that the volatility functions determining the term structure are deterministic as such this paper provides an example of a bond price process for both the domestic and foreign economies consistent with grabbe s 1983 formulation of the same problem

long term global market correlations the correlation structure of the world equity markets varied considerably over the past 150 years and was high during periods of economic integration we decompose diversification benefits into two parts one component due to variation in the average correlation across markets and a another component due to the variation in the investment opportunity set from this we infer that periods of globalization have both benefits and drawbacks for international investors globalization expands the opportunity set but as a result the benefits from diversification rely increasingly on investment in emerging markets

option prices implied price processes and stochastic volatility this paper characterizes all continuous price processes that are consistent with current option prices this extends derman and kani 1994 dupire 1994 1997 and rubinstein 1994 who only consider processes with deterministic volatility our characterization implies a volatility forecast that does not require a specific model only current option prices we show how arbitrary volatility processes can be adjusted to fit current option prices exactly just as interest rate processes can be adjusted to fit bond prices exactly the procedure works with many volatility models is fast to calibrate and can price exotic options efficiently using familiar lattice techniques

exploiting the conditional density in estimating the term structure an application to the cox ingersoll and ross model we propose an empirical method that utilizes the conditional density of the state variables to estimate and test a term structure model with known price formulae using data on both discount and coupon bonds the method is applied to an extension of a two factor model due to cox ingersoll and ross 1985 cir our results show that estimates based on only bills imply unreasonably large price errors for longer maturities we reject the original cir model using a likelihood ratio test and conclude that the extended cir model also fails to provide a good description of the treasury market

has the information content of quarterly earnings announcements declined in the past three decades this paper examines changes in the information content of earnings over the past three decades using the two metrics from beaver 1968 abnormal trading volume and abnormal return volatility we find no evidence of a decline in the information content of earnings announcements over the past three decades as measured by both abnormal trading volume and return volatility around quarterly earnings announcements if anything our results suggest an increase over time in the informativeness of quarterly earnings announcements variables reflecting changes in firm specific factors account for a portion of the observed increase

dynamic information spillovers in intraregionally focused spot and forward currency markets abstract this paper proposes an intraregionally focused tri currency modeling framework to investigate dynamic information spillovers across spot and forward exchange rate markets in frontier and emerging country currencies for both price levels and volatilities empirical estimates of structural parameters were obtained using an mgarch mskst model that incorporated the term structure of non deliverable forward ndf and deliverable forward df markets the dominance of regional currencies and the influence of differing forward contract maturities 1 3 6 and 12 months the currencies for nine countries were grouped into three regions northeast asia china korea and taiwan south southeast asia india indonesia and philippines and latin america brazil chile and columbia the currency for each selected country was evaluated within the regionally determined tri currency system we found that ndf markets play a dominant role over df markets with regard to price discovery during periods of tranquility during periods of crisis both ndf and df markets exhibit a more balanced impact on currency market price discovery mechanisms in addition distinct differences were observed across regions currencies in northeast asia were shown to be affected by the chinese renminbi during periods of crisis and the indian rupee could be regarded as the dominant currency in south southeast asia no robust results were obtained with regard to the dominance of currencies in latin america finally our results also suggest important distinctions between the effect of various instrument maturities on ndf and df market returns with df returns being more responsive to longer maturities 6 months and 12 months during tranquil periods ndf returns are more responsive to shorter maturities but during crisis periods this effect is diminished

misspecification and the pricing and hedging of long term foreign currency options abstract this study examines the effects of stochastic volatility upon the pricing and hedging of long term foreign currency options the traditional method of pricing such options uses a constant volatility option model with an implicit volatility derived from a short term traded option we show that the traditional method leads to small pricing errors for short and medium term options but does a poor job in pricing long term options the traditional method also does a poor job for all maturities in determining the derivatives of the option s value with respect to the exchange rate delta and the volatility vega the errors in calculating these derivatives which are used in forming the replicating portfolio lead to large and costly errors in error hedging

dynamics of international integration of government securities markets abstract this paper investigates the dynamics of international government bond market integration in six of the g7 economies over two decades leading up to the global crisis it examines whether such integration had been significant the extent to which integration at the short and long end of the yield curve differed the nature of such integration and the extent of the decoupling of the long rates from short rates these issues are investigated using the rigorous smooth transition copula garch model framework the results show that integration at the long end of the yield curve had been increasing had become pronounced and was significantly greater than at the short end decoupling between the short and long end of the yield curve was notable with important implications for the efficacy of monetary policy in the period before the crisis

volatility risk and the value premium evidence from the french stock market this paper documents that systematic volatility risk is an important factor that drives the value premium observed in the french stock market using returns on at the money straddles written on the cac 40 index as a proxy for systematic volatility risk i document significant differences between volatility factor loadings of value and growth stocks furthermore when markets are classified into expected booms and recessions volatility factor loadings are also time varying when expected market risk premium is above its average i e during expected recessions value stocks are seen riskier than their growth counterparts this implies in bad times investors shift their preferences away from value firms instead they use growth stocks as hedges against deteriorations in their wealth during those times the findings are in line with the predictions of rational asset pricing theory and support a flight to quality explanation

option values under stochastic volatility theory and empirical estimates abstract this paper numerically solves the call option valuation problem given a fairly general continuous stochastic process for return volatility statistical estimators for volatility process parameters are derived and parameter estimates are calculated for several individual stocks and indices the resulting estimated option values do not differ dramatically from black scholes values in most cases although there is some evidence that for longer maturity index options black scholes overvalues out of the money calls in relation to in the money calls

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

a methodology for assessing model risk and its application to the implied volatility function model we propose a methodology for assessing model risk and apply it to the implied volatility function ivf model this is a popular model among traders for valuing exotic options our research is different from other tests of the ivf model in that we reflect the traders practice of using the model for the relative pricing of exotic and plain vanilla options at one point in time we find little evidence of model risk when the ivf model is used to price and hedge compound options however there is significant model risk when it is used to price and hedge some barrier options

returns of claims on the upside and the viability of u shaped pricing kernels abstract when the pricing kernel is u shaped then expected returns of claims with payout on the upside are negative for strikes beyond a threshold determined by the slope of the u shaped kernel in its increasing region and have negative partial derivative with respect to strike in the increasing region of the kernel using returns of i s p 500 index calls ii calls on major international equity indexes iii digital calls iv upside variance contracts and v a theoretical construct that we denote as kernel call we find broad support for the implications of u shaped pricing kernels a possible theoretical reconciliation of our empirical findings is explored through a model that accommodates heterogeneity in beliefs about return outcomes and short selling

hedging demands in hedging contingent claims minimum variance hedging of a contingent claim in discrete time is suboptimal when the contingent claim is hedged for multiple periods and the objective is to maximize the expected utility of cumulative hedging errors this is because the hedging errors are not independent the difference between a minimum variance hedge and the optimal multiperiod hedge is called the hedging demand and depends on the hedger s preferences the characteristics of the contingent claim the trading frequency and horizon and most importantly the joint distribution of the contingent claim and the underlying security prices since modeling this joint distribution is empirically controversial i examine nonparametrically the economic importance of hedging demands in the case of hedging standard poor s 500 index options

why do markets move together an investigation of u s japan stock return comovements this article explores the fundamental factors that affect cross country stock return correlations using transactions data from 1988 to 1992 we construct overnight and intraday returns for a portfolio of japanese stocks using their nyse traded american depository receipts adrs and a matched sample portfolio of u s stocks we find that u s macroeconomic announcements shocks to the yen dollar foreign exchange rate and treasury bill returns and industry effects have no measurable influence on u s and japanese return correlations however large shocks to broadbased market indices nikkei stock average and standard and poor s 500 stock index positively impact both the magnitude and persistence of the return correlations stock return cross country covariances play a key role in international finance changes in these covariances affect the volatility of portfolios and asset prices as these covariances increase one expects that a fewer domestic risks are internationally diversifiable so portfolio volatility increases b the risk premium on the world market portfolio increases 1 c the cost of capital increases for individual firms and d the domestic version of the capm becomes increasingly inadequate 2 despite the important economic consequences of changes in cross country covariances the determinants of the levels and dynamics of these covariances have been little studied from an academic

implied volatility functions empirical tests derman and kani 1994 dupire 1994 and rubinstein 1994 hypothesize that asset return volatility is a deterministic function of asset price and time and develop a deterministic volatility function dvf option valuation model that has the potential of fitting the observed cross section of option prices exactly using s p 500 options from june 1988 through december 1993 we examine the predictive and hedging performance of the dvf option valuation model and find it is no better than an ad hoc procedure that merely smooths black scholes 1973 implied volatilities across exercise prices and times to expiration

stock price distributions with stochastic volatility an analytic approach we study the stock price distributions that arise when prices follow a diffusion process with a stochastically varying volatility parameter we use analytic techniques to derive an explicit closed form solution for the case where volatility is driven by an arithmetic ornstein ublenbeck or ar1 process we then apply our results to two related problems in the finance literature 1 options pricing in a world of stochastic volatility and 2 the relationship between stochastic volatility and the nature of fat tailes in stock price distributions article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

the price of a smile hedging and spanning in option markets the volatility smile changed drastically around the crash of 1987 and new option pricing models have been proposed to accommodate that change deterministic volatility models allow for more flexible volatility surfaces but refrain from introducing additional risk factors thus options are still redundant securities alternatively stochastic models introduce additional risk factors and options are then needed for spanning of the pricing kernel we develop a statistical test based on this difference in spanning using daily s p 500 index options data from 1986 95 our tests suggest that both in and out of the money options are needed for spanning the findings are inconsistent with deterministic volatility models but are consistent with stochastic models that incorporate additional priced risk factors such as stochastic volatility interest rates or jumps article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

throwing away a billion dollars the cost of suboptimal exercise strategies in the swaptions market abstract this paper studies the costs of applying single factor exercise strategies to american swap options when the term structure is actually driven by multiple factors using a multifactor string market model of the term structure we find that even when single factor models are recalibrated to match the market at every exercise date the exercise strategies they imply can be suboptimal based on estimates of notional amounts outstanding the total present value costs of following single factor strategies could be several billion dollars these results illustrate the importance of using well specified term structure models

the crash of ʼ87 was it expected the evidence from options markets transactions prices of s p 500 futures options over 1985 1987 are examined for evidence of expectations prior to october 1987 of an impending stock market crash first it is shown that out of the money puts became unusually expensive during the year preceding the crash second a model is derived for pricing american options on jump diffusion processes with systematic jump risk the jump diffusion parameters implicit in options prices indicate that a crash was expected and that implicit distributions were negatively skewed during october 1986 to august 1987 both approaches indicate no strong crash fears during the 2 months immediately preceding the crash attempts to explain what caused the stock market crashes around the world in october 1987 have suffered from the paucity of major economic developments occurring around that time that could have triggered the crashes shifting expectations regarding monetary policy foreign investors fears of a dollar decline increasing riskiness of assets none of these appeared major enough if present at all to explain the magnitude of the crashes and although portfolio insurance strategies could conceivably magnify the effects of a jump in fundamentals the initiating jump in fundamentals appears to be lacking

term structure movements and pricing interest rate contingent claims this paper derives an arbitrage free interest rate movements model ar model this model takes the complete term structure as given and derives the subsequent stochastic movement of the term structure such that the movement is arbitrage free we then show that the ar model can be used to price interest rate contingent claims relative to the observed complete term structure of interest rates this paper also studies the behavior and the economics of the model our approach can be used to price a broad range of interest rate contingent claims including bond options and callable bonds

do bonds span the fixed income markets theory and evidence for unspanned stochastic volatility most term structure models assume bond markets are complete that is that all fixed income derivatives can be perfectly replicated using solely bonds however we find that in practice swap rates have limited explanatory power for returns on at the money straddles portfolios mainly exposed to volatility risk we term this empirical feature unspanned stochastic volatility usv while usv can be captured within an hjm framework we demonstrate that bivariate models cannot exhibit usv we determine necessary and sufficient conditions for trivariate markov affine systems to exhibit usv for such usv models bonds alone may not be sufficient to identify all parameters rather derivatives are needed

the pricing effects of interfirm cash tender offers the tools provided by option pricing theory are used to examine the wealth effects of interfirm cash tender offers the analysis provides evidence consistent with the synergy theory of corporate takeovers and has implications concerning the economic effects of regulations of cash tender offers the analysis further suggests that the market prices information uncertainty in a manner not captured by the standard capital asset pricing model the study introduces a technique for unbundling the prices of a primary asset and a contingent claim when only the prices of the combination are observed academics the business community and government regulators have focused considerable attention on corporate takeovers in this paper we extend the literature on takeovers in two ways first we utilize the tools provided by optionpricing theory to examine the wealth effects of interfirm cash tender offers this analysis provides some new evidence on the possible motivations for corporate takeovers second we examine the pricing of a target firm s common stock following an interfirm cash tender offer this examination suggests that the market prices information uncertainty in a manner not captured by the standard capital asset pricing model capm in addition to providing evidence on tender offers and asset pricing the study also introduces a technique for unbundling the prices of a primary asset and a contingent claim when only the prices of the combination are observed this technique has the potential to be used in other applications previous researchers have documented substantial wealth gains for target

evolution in dynamic linkages across daily national stock indexes abstract this article investigates how dynamic linkages among the daily rates of return of eight national stock indexes have evolved since 1972 a dynamic simultaneous equations model is estimated to describe the contemporaneous and lead lag relationships across national equity markets over three different years 1972 1980 and 1987 results reveal growing market interdependence within the same geographical region over time while there are many significant intermarket relationships within the same 24 hour period there are few significant lagged responses across markets beyond 24 hours this suggests a high degree of international market efficiency furthermore japan s market influence has been growing to rival that of the usa

asymmetric spillover effects between the shanghai and hong kong stock markets evidence from quantile lagged regression abstractthis article surveys the asymmetric spillover effects between the mainland china based shanghai composite index sci and the hong kong based hang seng index hsi using a quantile lagged regression model compared to previous studies this article based on data before and after the 2008 global financial crisis presents a more detailed analysis as we investigate the spillovers in terms of returns volatilities and exchange rates between the renminbi rmb and the hong kong dollar hkd throughout the entire conditional return distribution including the central quantiles which are closely related to the normal circumstances and the extreme quantiles which correspond to the bear and bull markets first we find that the return spillovers from its lagged returns or from the other index not only vary across time but also depend on stock state second while return volatility may boost the stock market in a bull market it accelerates the decline in a bear market third the depreciation of the

rational expectations econometric analysis of changes in regime an investigation of the term structure of interest rates abstract this paper is of interest both for its methodological contribution of new tools for analyzing rational expectations models and for its substantive conclusions concerning the term structure of interest rates during the monetary experiment of october 1979 the paper studies systems subject to changes in regime interpreted here as occasional discrete shifts in the parameters governing the time series behavior of exogenous economic variables the specification is shown to be quite tractable both theoretically and empirically the technique is used to analyze yields on three month treasury bills and ten year treasury bonds during 1962 to 1987 a constant parameter linear model for short term rates is shown to be inconsistent both with the univariate time series properties of short rates and with the observed bivariate relation between long and short rates under the expectations hypothesis of the term structure an alternative nonlinear model that admits the possibility of changes in regime affords a much better description of the univariate process for short rates moreover the cross equation restrictions implied by the expectations hypothesis of the term structure are consistent with the nonlinear specification indeed the residuals of the restricted relation have a standard error of only 0 8 basis points this is a third less than that of a completely unrestricted linear regression of long rates on short rates and compares with an unconditional standard deviation of long rates of 142 basis points i conclude that once the recognition by bond traders of changes in regime is taken into account the expectations hypothesis of the term structure of interest rates holds up fairly well for these data

asymmetric volatility transmission in international stock markets abstract the transmission mechanism of price and volatility spillovers across the new york tokyo and london stock markets is investigated the asymmetric impact of good news market advances and bad news market declines on volatility transmission is described by an extended multivariate exponential generalized autoregressive conditionally heteroskedastic egarch model using daily open to close returns we find strong evidence that volatility spillovers in a given market are much more pronounced when the news arriving from the last market to trade is bad a before and after october 1987 crash analysis reveals that the linkages and interactions among the three markets have increased substantially in the post crash era suggesting that national markets have grown more interdependent

volatility spillovers and macroeconomic announcements evidence from crude oil markets the paper applies an event study methodologyaims to investigate the macroeconomic announcements effects on standard poor s500 and oil prices our results provide evidence for a significant impact of the us macroeconomic news on oil prices this impact is split into two components namely the direct effect common response and indirect effect volatility transmission altogether our results show that the volatility transmission is bidirectional not only a significant volatility transmission from the oil market to the us stock market is revealed but also a high volatility transmission is recorded from the oil market to the stock market especially after the release of consumption indicators

have investors learned from the crisis an analysis of post crisis pricing errors and market corrections in us stock markets based on the reverse dcf model the traditional discounted cash flow dcf model is generally used to estimate the present value of an enterprise or its equity based on expected future parameters such as cash flows growth rate a

a markov model of switching regime arch in this article i present a new approach to model more realistically the variability of financial time series i develop a markov arch model that incorporates the features of both hamilton s switching regime model and engle s autoregressive conditional heteroscedasticity arch model to examine the issue of volatility persistence in the monthly excess returns of the three month treasury bill the issue can be resolved by taking into account occasional shifts in the asymptotic variance of the markov arch process that cause the spurious persistence of the volatility process i identify two periods during which there is a regime shift the 1974 2 1974 8 period associated with the oil shock and the 1979 9 1982 8 period associated with the federal reserve s policy change the variance approached asymptotically in these two episodes is more than 10 times as high as the asymptotic variance for the remainder of the sample i conclude that regime shifts have a greater impact on the properties of the data and i ca

american option pricing under garch by a markov chain approximation abstract we propose a numerical method for valuing american options in general and for the garch option pricing model in particular the method is based on approximating the underlying asset price process by a finite state time homogeneous markov chain since the markov transition probability matrix can be derived analytically the price of an american option can be computed by simple matrix operations the markov transition probability matrix is typically sparse the use of a sparse matrix representation can substantially increase the dimension of the markov chain to obtain better numerical results the markov chain method works well for the garch option pricing framework and it serves as an alternative to the existing numerical methods for the valuation of american options in other pricing settings we provide a convergence proof for the markov chain method and analyze its numerical performance for the black scholes 1973 and garch option pricing models

hedging volatility risk abstract volatility risk plays an important role in the management of portfolios of derivative assets as well as portfolios of basic assets this risk is currently managed by volatility swaps or futures however this risk could be managed more efficiently using options on volatility that were proposed in the past but were never introduced mainly due to the lack of a cost efficient tradable underlying asset the objective of this paper is to introduce a new volatility instrument an option on a straddle which can be used to hedge volatility risk the design and valuation of such an instrument are the basic ingredients of a successful financial product in order to value these options we combine the approaches of compound options and stochastic volatility our numerical results show that the straddle option is a powerful instrument to hedge volatility risk an additional benefit of such an innovation is that it will provide a direct estimate of the market price for volatility risk

systematic risk and the price structure of individual equity options this study demonstrates the impact of systematic risk on the prices of individual equity options the option prices are characterized by the level and slope of implied volatility curves and the systematic risk is measured as the proportion of systematic variance in the total variance using daily option quotes on the s and p 100 index and its 30 largest component stocks we show that after controlling for the underlying asset s total risk a higher amount of systematic risk leads to a higher level of implied volatility and a steeper slope of the implied volatility curve thus systematic risk proportion can help differentiate the price structure across individual equity options the author 2008 published by oxford university press on behalf of the society for financial studies all rights reserved for permissions please email journals permissions oxfordjournals org oxford university press