empirical evidence on competitive bidding some surprising results abstract this paper compares the assumptions and predictions of common values auction theory with ocs leasing data we find that the general assumption of continuous bid density functions is not supported by the empirical evidence this leads us to suggest several lines for future theoretical experimental and empirical research

dynamic jump intensities and risk premiums evidence from s p500 returns and options we build a new class of discrete time models that are relatively easy to estimate using returns and or options the distribution of returns is driven by two factors dynamic volatility and dynamic jump intensity each factor has its own risk premium the models significantly outperform standard models without jumps when estimated on s p500 returns we find very strong support for time varying jump intensities compared to the risk premium on dynamic volatility the risk premium on the dynamic jump intensity has a much larger impact on option prices we confirm these findings using joint estimation on returns and large option samples

theory and behavior of multiple unit discriminative auctions this paper reports the results of controlled experiments designed to test the harrisraviv generalization of the vickrey theory of bidding in multiple unit discriminative auctions the paper also discusses further development of the theory in a way suggested by the experimental results to include bidders with distinct risk preferences in a well known paper vickrey 20 formulated a nash equilibrium model of bidding by risk neutral economic agents in single unit auctions this analysis was subsequently extended in numerous papers vickrey 21 generalized his original model to include multiple unit auctions in which each of n risk neutral bidders can bid on one out of a total of q homogeneous items up for auction where 1 c q n in both of the vickrey papers individual values for the auctioned object s were assumed to be drawn from a uniform distribution holt 12 and riley and samuelson 19 for single unit auctions and harris and raviv 11 for multiple unit auctions have extended the vickrey model to the case in which valuations are from a general distribution function and all agents have identical concave utility functions this paper reports the empirical properties of individual bidding behavior and seller revenue for a group of 28 laboratory experiments designed to test the harris raviv generalization of the vickrey hereafter vhr model of nash equilibrium behavior in multiple unit discriminative auctions in section i we summarize briefly the theoretical results of the vhr model which form the basis for the hypotheses that we test section ii describes the experimental design that we use section iii describes the experimental results and various tests based on the bidding behavior of individual subjects and on aggregate market seller revenue data the results from six of the ten n q parameter designs reported

a liquidity based model of security design we consider the problem of the design and sale of a security backed by specified assets given access to higher return investments the issuer has an incentive to raise capital by securitizing part of these assets at the time the security is issued the issuer s or underwriter s private information regarding the payoff of the security may cause illiquidity in the form of a downward sloping demand curve for the security the severity of this illiquidity depends upon the sensitivity of the value of the issued security to the issuer s private information thus the security design problem involves a tradeoff between the retention cost of holding cash flows not included in the security design and the liquidity cost of including the cash flows and making the security design more sensitive to the issuer s private information we characterize the optimal security design in several cases we also demonstrate circumstances under which standard debt is optimal and show that the riskiness of the debt is increasing in the issuer s retention costs for assets

a note on competitive bidding with asymmetric information this note reexamines a problem of competitive bidding under asymmetrical information about the value of the object which was originally formulated and studied by r wilson wilson r b 1967 competitive bidding with asymmetric information management sci 13 816 820 we analyze the stackelberg equilibria of the game under alternative behavioral assumptions about the sequencing of moves the relative gains of the seller and the two buyers are computed for specific numerical examples

empirical martingale simulation for asset prices this paper proposes a simple modification to the standard monte carlo simulation procedure for computing the prices of derivative securities the modification imposes the martingale property on the simulated sample paths of the underlying asset price this procedure is referred to as the empirical martingale simulation ems the ems ensures that the price estimated by simulation satisfies the rational option pricing bounds the ems yields a substantial error reduction for the price estimate and can be easily coupled with the standard variance reduction methods simulation studies are conducted for european and asian call options using both the black and scholes and garch option pricing frameworks the results indicate that the ems yields substantial variance reduction particularly for in and at the money or longer maturity options the option price estimate based on the ems is found to exhibit a minor small sample bias only in few occasions an analysis of the trade off between computing time and price accuracy reveals that the ems dominates the conventional simulation methods

a test that discriminates between two models of the dutch first auction non isomorphism abstract previous experiments reject the hypothesis that the dutch and first auctions are isomorphic two alternatives to the standard normal form analysis of the dutch auction are formalized 1 bidders violate bayes rule 2 bidders experience a utility of suspense that is additive with the utility of monetary reward paired comparisons of bidding behavior between groups in which the treatment is to triple the payoff of the baseline group yields no significant effect of this treatment we therefore reject the utility of suspense model

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

pricing options under generalized garch and stochastic volatility processes in this paper we develop an efficient lattice algorithm to price european and american options under discrete time garch processes we show that this algorithm is easily extended to price options under generalized garch processes with many of the existing stochastic volatility bivariate diffusion models appearing as limiting cases we establish one unifying algorithm that can price options under almost all existing garch specifications as well as under a large family of bivariate diffusions in which volatility follows its own perhaps correlated process through an equilibrium argument duan 1995 shows that options can be priced when the dynamics for the price of the underlying instrument follows a general autoregressive conditionally heteroskedastic garch process the theory of pricing under such processes is now well understood however the design of efficient numerical procedures for pricing them is lacking most applications resort to large sample simulation methods with a variety of variance reduction techniques the complexity of pricing arises from the massive path dependence inherent in garch models this path dependence causes typical lattice based procedures to grow exponentially in the number of time increments the lack of efficient numerical schemes hinders empirical tests among the wide array of competing garch models most tests of garch models limit themselves to the use of high frequency data on spot assets with little attention placed on the information content of options 1

individual bidder behavior in first price private value auctions abstract individual bid functions display sensitivity to the strategic considerations inherent in first price auctions however several formal models including heterogeneous nash equilibrium bidding models with constant relative risk aversion perform quite poorly

roughing it up including jump components in the measurement modeling and forecasting of return volatility a rapidly growing literature has documented important improvements in financial return volatility measurement and forecasting via use of realized variation measures constructed from high frequency returns coupled with simple modeling procedures building on recent theoretical results in barndorff nielsen and shephard 2004a 2005 for related bi power variation measures the present paper provides a practical and robust framework for non parametrically measuring the jump component in asset return volatility in an application to the dm exchange rate the s p500 market index and the 30 year u s treasury bond yield we find that jumps are both highly prevalent and distinctly less persistent than the continuous sample path variation process moreover many jumps appear directly associated with specific macroeconomic news announcements separating jump from non jump movements in a simple but sophisticated volatility forecasting model we find that almost all of the predictability in daily weekly and monthly return volatilities comes from the non jump component our results thus set the stage for a number of interesting future econometric developments and important financial applications by separately modeling forecasting and pricing the continuous and jump components of the total return variation process

participation constraints in the vickrey auction abstract economic agents are characterized by two privately observable parameters their willingness to pay for an item being auctioned and their reservation utility level which must be exceeded in expectation to induce them to participate in this auction this creates a situation in which the distribution of willingness to pay among the bidders is endogenous for the case in which the parameters are jointly uniformly distributed the existence of an equilibrium is proven and characterized

a continuous time arbitrage pricing model with stochastic volatility and jumps we formulate and test a continuous time asset pricing model using u s equity market data we assume that stock returns are driven by common factors including random jump size poisson processes and brownian motions with stochastic volatility the model places overidentifying restrictions on the mean returns allowing one to identify risk neutral probability distributions useful in pricing derivative securities we test for the restrictions and decompose moments of the asset returns into the contributions made by different factors our econometric methods take full account of time aggregation

time changed levy processes and option pricing abstract the classic black scholes option pricing model assumes that returns follow brownian motion but return processes differ from this benchmark in at least three important ways first asset prices jump leading to non normal return innovations second return volatilities vary stochastically over time third returns and their volatilities are correlated often negatively for equities time changed levy processes can simultaneously address these three issues we show that our framework encompasses almost all of the models proposed in the option pricing literature and it is straightforward to select and test a particular option pricing model through the use of characteristic function technology

tests of a heterogeneous bidders theory of first price auctions abstract this paper reports the results of eight first price sealed bid auction market experiments using cash motivated subjects to test a constant relative risk averse model crram of equilibrium bidding behavior of heterogeneous bidders

the alchemy of cdo credit ratings abstract collateralized loan obligations clos were one of the largest and fastest growing segments of the structured finance market fueling the 2003 2007 boom in syndicated loans and leveraged buyouts the credit crisis brought clo issuance to a halt and as a result the leveraged loan market dried up similar to other structured finance products investors in clos rely heavily on credit rating provided by the rating agencies yet little is known about clo rating practices this paper attempts to fill the gap using novel hand collected data on 3912 tranches of collateralized loan obligations we document the rating practices of clos and analyze their structures

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

a closed form garch option valuation model this paper develops a closed form option valuation formula for a spot asset whose variance follows a garch p q process that can be correlated with the returns of the spot asset it provides the first readily computed option formula for a random volatility model that can be estimated and implemented solely on the basis of observables the single lag version of this model contains heston s 1993 stochastic volatility model as a continuous time limit empirical analysis on s p500 index options shows that the out of sample valuation errors from the single lag version of the garch model are substantially lower than the ad hoc black scholes model of dumas fleming and whaley 1998 that uses a separate implied volatility for each option to fit to the smirk smile in implied volatilities the garch model remains superior even though the parameters of the garch model are held constant and volatility is filtered from the history of asset prices while the ad hoc black scholes model is updated every period the improvement is largely due to the ability of the garch model to simultaneously capture the correlation of volatility with spot returns and the path dependence in volatility article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

testing the continuity of individual bid density functions some further results abstract this brief paper analyzes the bidding behavior in ocs oil auctions of six individual bidders using solo bids only and of a consortium bidder over the period 1963 1979 included are bidders that bid over the entire period one that bids for only a short time at the beginning and one that first makes such bids in 1970 our findings strongly support those reported in an earlier paper for five bidders and a brief three auction sample period bidders commonly utilize multiple bids of single dollar values within a given auction the strength of the present results for three of the seven bidders over 30 of the bids made fell into this category further buttresses our conjecture that the use of continuous bid functions is inappropriate for modelling offshore oil lease auctions

do investors prefer round stock prices evidence from israeli ipo auctions abstract we find round number clustering in orders submitted by investors in israeli ipo auctions explanations offered for price clustering such as dealer collusion or implicit agreement to simplify negotiations cannot explain price clustering in this market therefore this is direct evidence that investors prefer round numbers

tails fears and risk premia we show that the compensation for rare events accounts for a large fraction of the average equity and variance risk premia exploiting the special structure of the jump tails and the pricing thereof we identify and estimate a new investor fears index the index reveals large time varying compensation for fears of disasters our empirical investigations involve new extreme value theory approximations and high frequency intraday data for estimating the expected jump tails under the statistical probability measure and short maturity out of the money options and new model free implied variation measures for estimating the corresponding risk neutral expectations

short term market risks implied by weekly options we study short maturity weekly s p 500 index options which provide a direct way to analyze volatility and jump risks unlike longer dated options they are largely insensitive to the risk of intertemporal shifts in the economic environment adopting a novel seminonparametric approach we uncover variation in the negative jump tail risk which is not spanned by market volatility and helps predict future equity returns as such our approach allows for easy identification of periods of heightened concerns about negative tail events that are not always signaled by the level of market volatility and elude standard asset pricing models

imperfect information transmission from banks to investors macroeconomic implications abstract our goal is to elucidate the interaction of banks screening effort and strategic information production in loan backed asset markets using a general equilibrium framework asset quality is unobserved by investors but banks may purchase error prone ratings the premium paid on highly rated assets emerges as the main determinant of banks screening effort the fact that rating strategies reflect banks private information about asset quality helps keep this premium high conventional regulatory policies interfere with this decision margin thereby reducing signaling value of high ratings and exacerbating the credit misallocation problem we propose a tax subsidy scheme that induces efficiency

experimental development of sealed bid auction theory calibrating controls for risk aversion we offer a brief survey of bidding theory in high price auctions of experimental studies of behavior in such auctions and of the interplay between the design and results of the experiments and efforts to further develop the theory two new series of experiments are reported the first applies a convex transformation of payoffs in an attempt to induce a lowering of subject bids as if the bidders had become less risk averse the second applies a method for inducing any prespecified utility function for risky choices on an individual we use it to induce as if risk neutral behavior both series use baseline control to calibrate the hypothesized effect of the procedures on riskaverse behavior

the pricing of tail risk and the equity premium evidence from international option markets we explore the pricing of tail risk as manifest in index options across international equity markets the risk premium associated with negative tail events displays persistent shifts unrelated to

conditional volatility skewness and kurtosis existence persistence and comovements abstract recent portfolio choice asset pricing value at risk and option valuation models highlight the importance of modeling the asymmetry and tail fatness of returns these characteristics are captured by the skewness and the kurtosis we characterize the maximal range of skewness and kurtosis for which a density exists and show that the generalized student t distribution spans a large domain in the maximal set we use this distribution to model innovations of a garch type model where parameters are conditional after demonstrating that an autoregressive specification of the parameters may yield spurious results we estimate and test restrictions of the model for a set of daily stock index and foreign exchange returns the estimation is implemented as a constrained optimization via a sequential quadratic programming algorithm adequacy tests demonstrate the importance of a time varying distribution for the innovations in almost all series we find time dependency of the asymmetry parameter whereas the degree of freedom parameter is generally found to be constant over time we also provide evidence that skewness is strongly persistent but kurtosis is much less so a simulation validates our estimations and we conjecture that normality holds for the estimates in a cross section setting we also document covariability of moments beyond volatility suggesting that extreme realizations tend to occur simultaneously on different markets

event study methodologies and the size effect abstract this study of 862 press recommendations demonstrates that the size effect can distort longer term performance measures and hence event studies relative to similar sized companies post publication performance is neutral however market adjustments the capm and market model with equally or capitalization weighted indexes all produce biased results event studies are most exposed to such bias when the measurement interval is long event securities differ systematically in size or weighting from the index constituents the size effect is large and or volatile and when capm type methodologies are used these distortions are avoided by explicitly controlling for size

maximum likelihood estimation of latent affine processes this article develops a direct filtration based maximum likelihood methodology for estimating the parameters and realizations of latent affine processes filtration is conducted in the transform space of characteristic functions with a version of bayes rule used for recursively updating the joint characteristic function of latent variables and the data conditional upon past data an application to daily stock returns over 1953 96 reveals substantial divergences from emm based estimates in particular more substantial and time varying jump risk the implications for stock index options prices are discussed

general equilibrium pricing of options on the market portfolio with discontinuous returns when the price process for a long lived asset is of a mixed jump diffusion type pricing of options on that asset by arbitrage is not possible if trading is allowed only in the underlaying asset and a risk less bond using a general equilibrium framework we derive and analyze option prices when the underlying asset is the market portfolio with discontinuous returns the premium for the risk of jumps and the diffusion risks forms a significant part of the prices of the options in this economy an attempted replication of call and put options by the black scholes type of trading strategies may require substantial infusion of funds when jumps occur we study the cost and risk implications of such dynamic hedging plans article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies