edgeworth price cycles cost based pricing and sticky pricing in retail gasoline markets abstract this paper examines dynamic pricing behavior in canadian retail gasoline markets i find three distinct pricing patterns cost based pricing sticky pricing and sharp asymmetric retail price cycles that resemble the edgeworth cycles of maskin and tirole 1988 i use a markov switching regression to estimate the prevalence of the regimes and the structural characteristics of the cycles themselves i find cycles are more prevalent when there are more small firms and are accelerated and amplified with very many small firms in markets with few small firms sticky pricing dominates the findings are consistent with the theory of edgeworth cycles

can portmanteau nonlinearity tests serve as general mis specification tests a number of recent papers have employed the bds test as a general test for mis specification for linear and nonlinear models we show that for a particular class of conditionally heteroscedastic models the bds test is unable to detect a common mis specification our results also demonstrate that specific rather than portmanteau diagnostics are required to detect neglected asymmetry in volatility however for both classes of tests reasonable power is only obtained using very large sample sizes

further evidence on business cycle asymmetries in g7 countries this paper tests for business cycle symmetry in g7 countries during the post world war ii period using a number of tests each reflecting alternative definitions of business cycle asymmetry the tests are applied to monthly coincident economic indicators of business cycles this found that business cycles in the us are characterized by both longitudinal deepness and transversal steepness and sharpness asymmetries further it is found that asymmetric transition probabilties and time irreversibility are due to nonlinearities on the contrary business cycles in germany exhibits a symmetric behaviour between these extremes are the other countries for which at least one of the tests here considered rejects the null of cyclical symmetry particularly business cycle is characterized by deepness and sharpness in canada asymmetry in persistence in france and japan and asymmetric transition probabilities in france and united kingdom

inventory investment and asymmetric adjustment some evidence for the uk abstract there is now a plethora of non linear time series models of output over the business cycle and considerable empirical evidence that there are key non linear poorly understood mechanisms at work though they account for a small part of the total flow of national income inventories play a disproportionately large role in fluctuations in output it would seem natural to try to determine what role inventories play in the non linear behaviour of the business cycle the first question is are there economic models of firm behaviour suggesting that the movement of inventories over the business cycle is non linear the second issue is whether we can detect such non linearity in the data in this paper we use data on the aggregate behaviour of uk manufacturing but disaggregated according to the stage of fabrication we find that the asymmetric adjustment of inventories varies with the stage of fabrication

testing for nonlinear dependence in daily foreign exchange rates the purpose of this article is to investigate whether daily changes in five major foreign exchange rates contain any nonlinearities although the data contain no linear correlation evidence indicates the presence of substantial nonlinearity in a multiplicative rather than additive form further examination reveals that a generalized autoregressive conditional heteroskedasticity model can explain a large part of the nonlinearities for all five exchange rates copyright 1989 by the university of chicago

interfirm rivalry in a repeated game an empirical test of tacit collusion rivalry in the vancouver retail gasoline market is modeled as a repeated game service station demand cost and intertemporal reaction functions are estimated from daily data on individual station prices costs and sales these functions are then used to calculate noncooperative and cooperative solutions to the constitutent game and the actual outcome of the repeated game the actual outcome is found to be substantially less lucrative than the monopoly solution nevertheless all stations are better off than if they played their noncooperative strategies in every period copyright 1987 by blackwell publishing ltd

inventory dynamics and business cycles what has changed to what extent can information technology led improvements in inventory management account for the apparent moderation of economic fluctuations in the united states since the mid 1980s we argue that changes in inventory dynamics played a reinforcing rather than a leading role in the reduction of output volatility since the mid 1980s inventory dynamics have changed in a manner consistent with a faster resolution of inventory imbalances however these changes appear to be a consequence of changes in the response of industry level sales and aggregate economic activity to monetary policy shocks our results suggest that it is the interaction between the changes in inventory behavior at the industry level and the macroeconomic environment where the latter likely includes changes in the conduct of monetary policy and the responses of the economy to policy disturbances rather than any single factor that has contributed importantly to the observed decline in economic volatility

the brevity and violence of contractions and expansions abstract early studies of business cycles argued that contractions in economic activity were briefer shorter and more violent rapid than expansions this paper systematically investigates this claim and in the process discovers a robust new business cycle fact contractions in employment are briefer and more violent than expansions but we cannot reject the null of equal brevity and violence for expansions and contractions in output the difference arises because employment typically lags output around peaks but they coincide in their troughs we discuss the performance of existing business cycle models in accounting for this fact and conclude that none can fully account for it we then show that a business cycle model with asymmetric adjustment costs on employment and a choice of when to scrap old technologies can account for the business cycle fact both qualitatively and quantitatively

u s and canadian industrial production indices as coupled oscillators abstract this paper uses ozaki s 1985 variable amplitude coefficient model to explore the impact of different types of dynamical linkages coupling between the indices of industrial production for the u s and canada empirical analysis reveals that for each country the requisite lag structure extends for up to six years and that the coupling linkages are functions of lagged changes in growth rates incorporating these linkages leads to an increased degree of oscillation in the equilibrium paths a marginal improvement in stability and somewhat greater synchronization between the two series the out of sample forecasts for each series are improved by the coupling

unobservable shocks as carriers of contagion we propose an identified structural garch model to disentangle the dynamics of financial market crises we distinguish between the hypersensitivity of a domestic market in crisis to news from foreign non crisis markets and the contagion imported to a tranquil domestic market from foreign crises the model also enables us to connect unobserved structural shocks with their source markets using variance decompositions and to compare the size and dynamics of impulses during crises periods with tranquil period impulses to illustrate we apply the method to data from the 1997 1998 asian financial crisis which consists of a complicated set of interacting crises we find significant hypersensitivity and contagion between these markets but also show that links may strengthen or weaken impulse response functions for an equally weighted equity portfolio show the increasing dominance of korean and hong kong shocks during the crises and covariance responses demonstrate multiple layers of contagion effects

time irreversibility and egarch effects in us stock index returns in this paper we suggest using a modified version of the time reversibility tr test of chen chou and kuan 2000 as a complementary diagnostic test for time series models the modified cck test is easy to compute and requires weaker moment conditions than existing tests our simulations demonstrate that this test is powerful against asymmetry in volatility but the bds test is not in the empirical study of us stock index returns we first find that these returns are all time irreversible applying the garch and egarch models to these returns we also find that the q and bds tests always accept the null hypothesis and cannot distinguish between these models by contrast the modified cck test accepts only the egarch model with an order that can accommodate the underlying asymmetry in volatility our results suggest that the detected time irreversibility in these return series may be attributed to volatility asymmetry and that such asymmetry may be captured using a proper egarch model copyright 2002 john wiley sons ltd

the role of exclusive territories in producers competition reprinted in cartels stephen salant ed the international library of critical writings in economics edward elgar reference collections

retail price cycles and the presence of small firms abstract in many canadian cities retail gasoline prices remain unchanged for weeks at a time while in other cities retail prices cycle increasing sharply and declining slowly in maskin and tirole econometrica 56 1988 571 both price cycles and rigid prices can exist in equilibrium in this article i demonstrate that the existence of these equilibria is dependent on the number of retail outlets operated by the firms constant price equilibria are found to exist only when firms are of similar size however cycle equilibria can be constructed for a wide range of relative sizes

rockets and feathers the asymmetric speed of adjustment of uk retail gasoline prices to cost changes abstract the paper develops a quadratic quantity adjustment model to test the hypothesis put forward in the recent monopolies and mergers commission report that the speed of adjustment of uk retail gasoline prices to cost changes is more rapid when costs rise than when they fall and that the adjustment path is more concentrated around the mean value on the upswing using data from 1982 to 1989 evidence of faster and more concentrated responses to cost increases were found

long run price competition we generalize the standard repeated games model of dynamic oligopolistic competition to allow for consumers who are long lived and forward looking each period leaves some residual demand to future periods and pricing in one period affects consumers expectations about future prices we analyze this setting for an indivisible durable good with price setting firms and overlapping cohorts of consumers the model nests the repeated game model and the coasian durable goods model as its two extreme cases the analysis is mostly focused on constant price collusion but conditions for collusive recurrent sales are also identified

a note on the econometric use of constant dollar inventory series abstract one dollar of finished goods inventories does not represent the same amount of physical goods as one dollar of sales when department of commerce constant dollar series are used this can cause seriously biased regression estimates

production sales and the change in inventories an identity that doesn t add up we examine two measures of monthly manufacturing production the first is the index of industrial production the second is constructed from the accounting identity that output equals sales plus the change in inventories we show that the means variances and serial correlation coefficients of the log growth rates differ substantially between the two series and the cross correlations are in most cases less than 0 4 a model of classical measurement error indicates that in 15 of 20 two digit industries measurement error accounts for over 35 of the variation in the monthly growth rates of seasonally adjusted industrial production

accounting for output fluctuations in manufacturing there is a substantial body of evidence to the effect that output is more volatile than sales among manufacturing industries numerous explanations have been advanced to account for this excess output volatility some examples are pro cyclical inventory movements induced by a stockout avoidance motive cost and technology shocks and decreasing marginal costs this article assesses the contribution of these different motives to output volatility for six different manufacturing industries linear quadratic models are estimated for each of the industries and then dynamic simulations are employed to determine the volatility of output when one or more of the factors are removed from the model technology shocks provide the most significant contribution to output volatility the stockout avoidance motive is also important cost shocks provide a very small contribution and marginal production costs are increasing at the margin and thus stabilize output it is also shown that output volatility declines when curre

cyclic pricing by a durable goods monopolist in the model of this paper a monopoly seller of a durable good holds periodic sales as a means of price discrimination a new cohort of consumers enters the market in each period interested in purchasing the good either immediately or after a delay within each cohort consumers vary in their tastes for the good under broad conditions the seller will vary the price over time in most periods he will charge a price just low enough to sell immediately to consumers with a high willingness to pay periodically however he will drop the price far enough to sell to an accumulated group of consumers with a low willingness to pay

cointegration and threshold adjustment this article proposes an extension to the engle granger testing strategy by permitting asymmetry in the adjustment toward equilibrium in two different ways we demonstrate that our test has good power and size properties over the engle granger test when there are asymmetric departures from equilibrium we consider an application namely whether there exists cointegration among interest rates for instruments with different maturities this issue has been widely tested with mixed results we argue that either cautious policy or possibly opportunistic behavior on the part of the federal reserve implies that an equilibrium relationship between short and long term interest rates exists but that adjustments from disequilibrium are asymmetric in nature empirical tests using u s yields confirm the asymmetric nature of error correction among interest rates of different maturities

retail price cycles and response asymmetry weekly retail gasoline prices in windsor ontario from 1989 to 1994 appear to respond faster to wholesale price increases than to decreases but exhibit a cyclic pattern inconsistent with a common explanation of response asymmetry i reconcile these observations through a model of price cycles prices on the downward portion of the cycle appear insensitive to costs compared with price increases supporting the theory that price decreases result from battles over market share this pattern resembles a faster response to cost increases than to decreases and the conclusion that asymmetry indicates a role for competition policy may be inappropriate jel classification l13 l71 cycles des prix de detail et reponse asymetrique les prix de detail hebdomadaires de la gazoline a windsor ont entre 1989 et 1994 semblent reagir plus vite aux accroissements qu aux chutes des prix de gros mais suivent un pattern cyclique qui ne semble pas consistant avec l explication traditionnelle en termes de reponse asymetrique l auteur reconcilie ces observations a l aide d un modele de cycle de prix les prix dans la portion descendante du cycle semblent insensibles aux variations de couts par comparaison avec les accroissements de prix ce qui supporte la theorie que les chutes de prix resultent de luttes pour les parts de marche le pattern ressemble a celui declenche par une reponse plus rapide aux augmentations qu aux chutes de couts et la conclusion qui voudrait qu on puisse attribuer le tout a l asymetrie des reponses et que donc une intervention de la politique de la concurrence s impose peut etre inappropriee

modelling energy spot prices empirical evidence from nymex this paper investigates the behaviour of spot prices in eight energy markets that trade futures contracts on nymex we consider two types of models a mean reverting model and a spike model with mean reversion that incorporates two different speeds of mean reversion one for the fast mean reverting behaviour of prices after a jump occurs and another for the slower mean reversion rate of the diffusive part of the model we also extend these models to incorporate time varying volatility in their specification modelled as a garch and an egarch process we compare the relative goodness of fit of the different modelling variations both in sample using monte carlo simulations as well as out of sample in a value at risk var setting our results indicate the presence of a leverage effect for wti heating oil and heating oil wti crack spread whereas for the remaining energy markets we find the presence of an inverse leverage effect also the addition of the egarch specification for the volatility process improves both the in sample fit as well as the out of sample var performance for most energy markets that we examine

measuring the response of macroeconomic uncertainty to shocks recent research documents the importance of uncertainty in determining macroeconomic outcomes but little is known about the transmission of uncertainty across such outcomes this paper examines the response of uncertainty about inflation and output growth to shocks documenting statistically significant size and sign bias and spillover effects uncertainty about inflation is a determinant of output uncertainty whereas higher growth volatility tends to raise inflation volatility both inflation and growth volatility respond asymmetrically to positive and negative shocks negative growth and inflation shocks lead to higher and more persistent uncertainty than shocks of equal magnitude but opposite sign

are preliminary announcements of the money stock rational forecasts abstract we develop a theoretical framework of analyzing preliminary announcements of economic data and then apply this framework to the money stock we find that preliminary announcements of the money stock are best characterized as measured with classical errors in variables that is the revision is not correlated with the true value of the series the revision is however forecastable using information available at the time of the preliminary announcement our ability to forecast the revision implies that preliminary announcements are not rational estimates of the true money stock

real interest rates and macroeconomic activity while standard discussions of the transmission mechanism of monetary policy tend to assume a strong and negative link between real interest rates and real macroeconomic activity and this appears to some extent to be borne out by simulation of large scale macroeconometric models the empirical evidence suggests that the link between real interest rates and macroeconomic aggregates such as consumption and investment is in fact somewhat tenuous the weak link between interest rates and aggregate consumption may be explained at a theoretical level while the apparently weak link between interest rates and investment is more puzzling although it may be related to neglect of issues such as uncertainty and the irreversibility of investment in empirical studies similarly evidence on the link between real interest rates and economic growth is mixed and this may be related to non linearities in the relationship the survey highlights the need for further research in this area

a theory of dynamic oligopoly ii price competition kinked demand curves and edgeworth cycles we provide game theoretic foundations for the classic kinked demand curve equilibrium and edgeworth cycle we analyze a model in which firms take turns choosing prices the model is intended to capture the idea of reactions based on short run commitment in a markov perfect equilibrium mpe a firm s move in any period depends only on the other firm s current price there are multiple mpe s consisting of both kinked demand curve equilibria and edgeworth cycles in any mpe profit is bounded away from the bertrand equilibrium level we show that a kinked demand curve at the monopoly price is the unique symmetric renegotiation proof equilibrium when there is little discounting we then endogenize the timing by allowing firms to move at any time subject to short run commitments we find that firms end up alternating thus vindicating the ad hoc timing assumption of our simpler model we also discuss how the model can be enriched to provide explanations for excess capacity and market sharing keiiwords tacit collusion markov perfect equilibrium kinked demand curve edgeworth cycle excess capacity market sharing endogenous timing

joint production quasi fixed factors of production and investment in finished goods inventories inventory investment has long been an important area of inquiry for empirical work in macroeconomics this is due in large measure to the fact that inventory investment is a major source of fluctuations in aggregate output empirical work on inventories however has been dominated by the use of simple univariate flexible accelerators 1 the major objective of this paper is to propose and test a multivariate flexible accelerator model for inventory investment the model is tested with data on finished goods inventories from the manufacturing sector of the u s economy there are two reasons for undertaking such a task first at a theoretical level a univariate flexible accelerator model asserts that investment in say finished goods inventories is proportional to the gap between the desired and actual stocks of finished goods such a model presumes that decisions by firms on finished goods inventories are made independently of decisions on other stocks but theory suggests that when firms make simultaneous decisions on a variety of stocks which includes not only finished goods but also goods in process inventories the size of the work force etc decisions on finished goods will interact with decisions on

do gasoline prices respond asymmetrically to crude oil price changes the authors test and confirm that retail gasoline prices respond more quickly to increases than to decreases in crude oil prices among the possible sources of this asymmetry are production inventory adjustment lags and market power of some sellers by analyzing price transmission at different points in the distribution chain the authors attempt to shed light on these theories spot prices for generic gasoline show asymmetry in responding to crude oil price changes which may reflect inventory adjustment effects asymmetry also appears in the response of retail prices to wholesale price changes possibly indicating short run market power among retailers

gas wars retail gasoline price fluctuations this paper examines the retail gasoline price fluctuations known as gas wars weekly prices for the los angeles area were examined for the period from january 2 1968 through december 23 1975 the observed fluctuations were remarkably regular and apparently large ly predictable the data appear consistent with the recent game theory model of e maskin and j tirole in which competing firms produce edgeworth cycles by undercutting each other and eventually relenting copyright 1993 by mit press

the resurgence of inventory research what have we learned abstract recent empirical and theoretical research on business inventories is surveyed and critically evaluated while most inventory research has had macroeconomic motivations we focus on its microtheoretic basis and on potential conflicts between theory and evidence the paper asks two principal questions first how can inventories which are allegedly used by firms to stabilize production nonetheless be a destabilizing factor at the macroeconomic level second why if firms are following the production smoothing model is production more variable than sales in many industries we suggest that the so called s s model may help answer both questions

gasoline price dispersion and consumer search evidence from a natural experiment the vast majority of empirical studies examining the link between consumer search and price dispersion focus on how changes in consumer search impact price dispersion this article does the reverse it examines how a shock to price dispersion impacts consumer search a direct measure of search is used and an exogenous shock to price dispersion is found in a refinery fire that caused decades old retail gasoline price cycles and the nonlinear high frequency price dispersion pattern generated by them to stop identifying effects from this shock the results show a substantial response of consumer search to changes in price dispersion

government expenditures and revenues evidence from asymmetric modeling 1 introductionexamining the empirical relationship between government revenues and expenditures is a crucial step in understanding the future path of the budget deficit four alternative explanations have been used to describe the relationship between these variables in the budgetary process i the tax and spend hypothesis ii the spend and tax hypothesis iii the fiscal synchronization hypothesis and iv the institutional separation hypothesis the issue of which hypothesis best describes the nature of the budgetary process has yet to be resolved in the literature however existing research has implicitly assumed that the state of the budget and whether or not the budget deficit or surplus is worsening or improving does not matter we argue that government decision makers may take these factors into account when determining expenditures and tax policy as such this article reexamines the tax spend debate by using a more robust econometric technique that allows for asymmetry in the relationship between revenues and expenditures until now the empirical evidence on the tax spend debate has focused almost exclusively on two conventional econometric techniques depending on the cointegrating properties between revenues and expenditures these techniques are based on either variations of the unrestricted vector autoregression uvar or the vector autoregression error correction model ecm 1 if for example the two budgetary variables are not cointegrated then the application of causality2 tests requires the use of stationary variables in the uvar model 3 on the other hand if the two budgetary variables are cointegrated then the application of causality tests requires an ecm specification it is important to note that the ecm specification implicitly assumes that the adjustment process of expenditures and revenues due to disequilibrium between the variables is strictly symmetric indeed if the adjustment is asymmetric then the symmetric adjustment implicitly assumed in the conventional techniques to ascertain causality implies model misspecification this specification error may lead to misguided and perhaps inappropriate fiscal policy decisions accurate estimation of the revenue and expenditure process is especially important as changes in taxes and spending alter incentives for work investment and productive activity cea 2004 thus the anticipated behavioral responses of households and businesses may be better captured by more general models that allow for asymmetry in the tax spend relationship to this end this article examines the existence of cointegration between revenues and expenditures and the corresponding ecm specification by using the recently developed techniques of asymmetric modeling in particular we employ the threshold autoregression tar and momentum threshold autoregression m tar models developed by enders and granger 1998 and enders and siklos 2001 within the context of these models we shed new light on whether budget surpluses versus budget deficits or an improving budget versus a worsening budget have asymmetric effects on the dynamic behavior of expenditures and revenues there is an a priori rationale for modeling asymmetry in the budget and for the response of its components to disequilibrium this rationale can be categorized into four factors first the fiscal policymakers may respond differently to a deviation of the deficit or surplus from its long run trend one would expect for example that the response would be more aggressive if the deficit was greater than its long run trend than if it was less than its trend second it is widely acknowledged that there is a very close connection between the budget and the business cycle through automatic fiscal stabilizers and discretionary fiscal measures to the extent that the business cycle is asymmetric the associated change in the budget may also be asymmetric

rational expectations and the smoothing properties of inventories of finished goods abstract this paper formulates and estimates a dynamic rational expectations equilibrium model of inventories of finished goods and employment of labor the view that the primary role of inventories of finished goods is to act as a buffer stock in the face of fluctuating demand is examined both the model and estimation results indicate that this is the case because of differences in the costs involved for firms in changing their inventory stocks and labor force in addition to providing some new evidence on the behavior of inventories of finished goods and employment the paper illustrates a technology for maximum likelihood estimation of structural parameters under the hypothesis of rational expectations

price ceilings as focal points to reach price uniformity evidence from a chinese gasoline market abstract this paper studies the price uniformity in the chinese gasoline market using station level data of hohhot city inner mongolia we first document that the mode prices of the gasoline stations are consistent with the price ceilings set by the government implying that the price ceiling regulation in the chinese gasoline market may serve as a focal point for the gasoline stations to reach price uniformity we corroborate the focal point hypothesis by providing evidence showing that some stations would jump to the ceilings as their prices approach the ceilings also we find that local market structure distance between stations station capacity market characteristics and past pricing behavior could affect the probability of gas stations to price at the ceilings moreover a higher price ceiling would reduce the probability that stations reach price uniformity our results provide another piece of evidence to the literature regarding the unintended effect of price ceiling regulation

price adjustments by a gasoline retail chain we use daily data to examine price responses in the swedish gasoline market to changes in the rotterdam spot price exchange rates and taxes the distribution of price adjustments by a leading retail chain for the period january 1980 to december 1996 is symmetric with no small adjustments an error correction model shows that in the short run prices gradually move towards the long run equilibrium in response to cost shocks there is some evidence that also in the short run prices are stickier downwards than upwards prices respond more rapidly to exchange rate movements than to the spot market price our analysis emphasizes that to fully understand price adjustments it is necessary to examine data sets where the sample frequency at least matches that of price adjustments

forecasting gasoline prices in the presence of edgeworth price cycles abstract forecasting is a central theme in economics the ability to forecast prices enables economic agents to make optimal decisions for the present and future in this article we investigate if and how gasoline prices can be forecast in retail gasoline markets that are subject to high frequency asymmetric price cycles known as edgeworth price cycles we examine a series of purchase timing decision rules and a series of feasible forecasting algorithms for updating those rules over time we find that in the presence of cycles agents in our five australian markets can systematically reduce purchase prices below market average the equivalent of 11 to 15 u s cents per gallon using simple decision rules and feasible forecasting algorithms

portfolio insurance gap risk under conditional multiples abstract the research on financial portfolio optimization has been originally developed by markowitz 1952 it has been further extended in many directions among them the portfolio insurance theory introduced by leland and rubinstein 1976 for the option based portfolio insurance obpi and perold 1986 for the constant proportion portfolio insurance method cppi the recent financial crisis has dramatically emphasized the interest of such portfolio strategies this paper examines the cppi method when the multiple is allowed to vary over time to control the risk of such portfolio management a quantile approach is introduced together with expected shortfall criteria in this framework we provide explicit upper bounds on the multiple as function of past asset returns and volatilities these values can be statistically estimated from financial data using for example arch type models we show how the multiple can be chosen in order to satisfy the guarantee condition at a given level of probability and for various financial market conditions

time irreversibility and business cycle asymmetry the problem of business cycle symmetry is addressed within the context of time reversibility to this effect the authors introduce a time domain test of time reversibility the tr test in an application they show that time irreversibility is the rule rather than the exception for two well known representative macroeconomic data sets this shows that many components of the business cycle have asymmetric fluctuations the characterization of asymmetry provided by the tr test shows that many series exhibit steepness asymmetry a few series appear to be either deep or sharp copyright 1996 by ohio state university press

asymmetry in business fluctuations international evidence on friedman s plucking model abstract friedman s plucking model of business fluctuations suggests that output cannot exceed a ceiling level and it is occasionally plucked downward by recession output has depth and steepness this study uses a sample of 12 industrial and emerging economies and finds some evidence that negative shocks are largely transitory while positive shocks are mostly permanent in a few cases as implied by the plucking model output fluctuations tend to be asymmetric recessions are transitory and duration dependent although expansions are not there is however serial correlation in almost all cases international evidence on friedman s plucking model is far from robust

inventories and the volatility of production a stylized fact associated with inventory behavior is that the variance of production exceeds the variance of sales this paper presents a model of production decisions with demand uncertainty that incorporates no nnegativity constraints on inventories even with no productivity shocks optimal behavior by the firm is consistent with this stylized fact either if demand exhibits positive serial correlation or if the firm can backlog excess demand the reason is that a demand shock affects both the actual inventory level given unchanged production and the desired level production must replenish the stock and adjust to the new desired level copyright 1987 by american economic association

do edgeworth price cycles lead to higher or lower prices abstract a recent literature seeks to understand the causes of the high frequency asymmetric retail price cycles observed in many retail gasoline markets however much less attention has been given to the effects of the cycles in particular whether the cycles lead to higher or lower prices and margins the leading theory for the underlying cause of the price cycles edgeworth price cycles is silent on the issue the challenge in addressing this most important question has been the difficulty in isolating cycle effects from other confounding factors especially market structure in this article i exploit a unique natural experiment to isolate the effect of cycles a refinery fire that in a matter of days halted cycles that had previously persisted for decades i find that edgeworth price cycles lead to lower prices and lower margins i conclude with implications for competition policy

production smoothing evidence from physical product data we reconsider the paradox that the variance of production often exceeds the variance of shipments a result that casts doubt on the production smoothing model of inventory behavior most studies of production smoothing have analyzed two digit sic dollar value data from commerce department surveys in contrast this paper examines disaggregated physical product data and finds that production is smoother than shipments in about two thirds of the 38 industry or product groupings considered however doubts about the model persist most notably euler equation estimates of the model s cost parameters are usually imprecise and often do not have the signs postulated by production smoothing models

output growth and its volatility the gold standard through the great moderation this study examines the relationship between u s output growth and its volatility over the period 1876 i to 2012 ii we adjust the data for outliers and structural breaks we employ generalized autoregressive conditional heteroskedasticity garch and exponential garch egarch specifications normality and homoskedasticity appear only in the garch or egarch model that corrects for the outliers when including the break in the mean equation high volatility persistence remains after also accommodating the breaks in the variance equation the integrated garch effect proves spurious either for the symmetric or the asymmetric model finally our empirical results suggest that the finding of higher output growth volatility stimulating output growth and higher output growth reducing its volatility obtained from the symmetric garch in mean garch m model also proves spurious as a result of the emergence of an asymmetric effect our more appropriately specified asymmetric egarch m model suggests positive volatility in mean and level effects in the long period real gross national product series

mixed strategy in oligopoly pricing evidence from gasoline price cycles before and under a timing regulation this paper studies oligopoly firms dynamic pricing strategies in a gasoline market before and after the introduction of a unique law that constrains firms to set price simultaneously and only once per day the observed gasoline pricing behavior both before and under the law is well captured by the edgeworth price cycle equilibrium in the maskin and tirole dynamic oligopoly model my results highlight the importance of price commitment in tacit collusion i also find evidence that the price leadership outcome under the law is better predicted by mixed strategies play than by alternative hypotheses

are statistical reporting agencies getting it right data rationality and business cycle asymmetry this article provides new evidence on the rationality of early releases of industrial production ip and producer price index ppi data rather than following the usual practice of examining only first available and fully revised data we examine the entire revision history for each variable thus we are able to assess for example whether earlier releases of data are in any sense less rational than later releases and when data become rational our findings suggest that seasonally unadjusted ip and ppi become rational after approximately 3 4 months whereas seasonally adjusted versions of these series remain irrational for at least 6 12 months after initial release for all variables examined we find evidence that the remaining revision is predictable from its own past or from publicly available information in other economic and financial variables in addition we find a clear increase in the volatility of revisions during recessions suggesting that early data releases are less reliable in toughe

vancouver s gasoline price wars an empirical exercise in uncovering supergame strategies this paper uses a unique data set to determine which dynamic model of tacit collusion best describes behaviour in a particular industry the area investigated is a region of the vancouver british columbia retail gasoline market players are service station managers who compete daily firms choose price in each period using strategies that depend on prices chosen in the previous period periodically unanticipated demand shocks precipitate price wars when shocks occur the firms in the market must determine the new demand conditions and adjust their strategies from an econometric point of view slopes of intertemporal reaction functions are latent variables the resulting system of equations with time varying parameters is estimated via the kalman filter different repeated game oligopoly models correspond to different transition matrices for the latent variables the models can thus be assessed in terms of their power to explain firm behaviour in this market

modeling heteroscedasticity in daily foreign exchange rates this article estimates autoregressive conditionally heteroscedastic arch and generalized arch garch models for five foreign currencies using 10 years of daily data a variety of arch and garch specifications a number of nonnormal error densities and a comprehensive set of diagnostic checks it finds that arch and garch models can usually remove all heteroscedasticity in price changes in all five currencies goodness of fit diagnostics indicate that exponential garch with certain nonnormal distributions fits the canadian dollar extremely well and the swiss franc and the deutsche mark reasonably well only one nonnormal distribution fits the japanese yen reasonably well none fit the british pound

new evidence on asymmetric gasoline price responses in a 1997 paper borenstein cameron and gilbert bcg claim that gasoline prices rise quickly following an increase in the price of crude oil but fall slowly following a decrease this note estimates an error correction model with daily spot gasoline and crude oil price data over the period 1985 1998 and finds no evidence of asymmetry in wholesale gasoline prices the sources of the difference in results are twofold first we use the standard engle granger two step estimation procedure whereas bcg used a nonstandard estimation methodology second even using bcg s nonstandard specification the use of daily rather than weekly data yields little evidence of price asymmetry

retail gasoline price cycles across spatially dispersed gasoline stations abstract studies of volatility in retail gasoline prices have used either weekly averages of the prices at a small subset of stations in a city or daily observations on prices at a small number of stations this paper uses daily observations on station specific prices within a large canadian metropolitan area to address whether weekly average prices or prices for a small number of stations provide an accurate description of pricing in a market with volatility this paper considers whether researchers using restricted data can draw meaningful conclusions about the appropriate theoretical model and the policy response to allegations of anticompetitive behavior

can the production smoothing model of inventory behavior be saved the production smoothing model of inventory behavior has a long and venerable history and theoretical foundations that seem very strong yet certain overwhelming facts seem not only to defy explanation within the production smoothing framework but actually to argue that the basic idea of production smoothing is all wrong most prominent among these is the fact that the variance of detrended production exceeds the variance of detrended sales this paper first documents the stylized facts then it derives the production smoothing model rigorously and explains how the model can be amended to make it consistent with the facts finally it reviews the theoretical and empirical evidence and tries to draw some tentative conclusions

the timing of sales this paper presents a model of intertemporal price discrimination a fixed number of sellers produce a homogeneous good consumers with different preferences enter the market in each period and leave when they make a purchase the sellers typically vary their prices over time charging a high price in most periods but occasionally cutting the price to sell to a large group of customers with a low reservation price in some equilibria all stores lower their price at the same time and to the same level

do retail gasoline prices respond asymmetrically to cost shocks the influence of edgeworth cycles asymmetric price cycles similar to edgeworth cycles are appearing in increasingly many retail gasoline markets in the united states and worldwide the asymmetry in the cycles can give rise to a finding of asymmetric price responses to cost shocks asymmetric passthrough this article estimates asymmetric passthrough for the market of toronto which exhibits cycles and decomposes it into two components that part explainable by the cycles and that part driven by other unknown sources significant asymmetric passthrough is found with increases passed through more quickly than decreases a significant cause of the finding is the presence of the cycles themselves

vertical control and price cycles in gasoline retailing we examine norwegian gasoline pump prices using daily station specific observations from 2003 to 2006 the four big gasoline companies use a vertical restraint that is adopted industry wide labeled price support this moves price control from the hands of independent retailers into the hands of the headquarters retail gasoline prices follow a fixed weekly pattern where we observe de facto simultaneous decision making by the headquarters without knowledge of their rivals prices when every monday around noon they decide to increase pump prices to the same level the price level on mondays corresponds to the recommended prices published by the headquarters of the gasoline companies

implications of nonlinear dynamics for financial risk management this paper demonstrates that when log price changes are not iid their conditional density may be more accurate than their unconditional density for describing short term behavior using the bds test of independence and identical distribution daily log price changes in four currency futures contracts are found to be not iid while there appear to be no predictable conditional mean changes conditional variances are predictable and can be described by an autoregressive volatility model that seems to capture all the departures from independence and identical distribution based on this model daily log price changes are decomposed into a predictable part which is described parametrically by the autoregressive volatility model and an unpredictable part which can be modeled by an empirical density either parametrically or nonparametrically this two step seminonparametric method yields a conditional density for daily log price changes which has a number of uses in financial risk management

does exchange rate risk affect exports asymmetrically asian evidence abstract this paper tests the hypothesis of asymmetric effects of exchange rate risk with a dynamic conditional correlation bivariate garch 1 1 m model the asymmetry means that exchange rate risk volatility affects exports differently during appreciations and depreciations which may reflect exporter s asymmetric risk perception and hedging behavior using bilateral exports from eight asian countries to the us the real exchange rate risk significantly affects exports for all countries negative or positive in periods of depreciation or appreciation thus policy makers can consider the stability of the exchange rate in addition to its depreciation as a method of controlling export growth

an empirical characterization of the dynamic effects of police spending on violent and property crime the study estimates the dynamic effects of shocks to police expenditures on measures of violent and property crime rates using annual u s state level data for the period 1960 2015 we employ a structural panel var model and achieve identification by imposing the restriction that police spending responds to structural shocks to crime with at least a lag of 1 year results indicate that a shock to police spending leads to a persistent and significant decreases in violent and property crime rates and b significant and persistent negative impacts on crime rates in periods of high crime but little impacts in periods of low crime variance decompositions show that shocks to police spending account for moderate to large proportions of the variability of u s state level crime rates our findings are robust across separate measures of violent and property crime rates as well as to the inclusion of additional variables to the baseline panel var model jel k42

on the effects of suggested prices in gasoline markets textabstractthis article analyzes the role of suggested prices in the dutch retail market for gasoline suggested prices are announced by large oil companies with the suggestion that retailers follow them there are at least two competing rationales for the existence of suggested prices they may either help retailers translate changes in international gasoline spot market prices into retail prices or they may coordinate retail prices we show that there is next to the international spot market prices additional information in suggested prices that explains retail prices therefore we conclude that suggested prices help to coordinate retail prices

price leadership and coordination in retail gasoline markets with price cycles abstract this study examines the coordination mechanism used by gasoline stations in the midwestern united states where prices exhibit highly cyclical fluctuations known as edgeworth cycles stations in these markets repeatedly coordinate large marketwide price increases following periods of aggressive price undercutting by studying these periodic price jumps both over time and across cities i find that a particular retail chain in each city acts as a price leader initiating each price restoration the leader signals the new price level to competitors by simultaneously jumping prices at all its stations to a single price competitors follow quickly with a large majority of stations jumping to the exact same price within a 24 hour period the characteristics of the leading firms and the nature of observed price coordination suggest that successful price jumps may be facilitated by the existence of a retailer controlling the prices of a significant number of stations in a city identifying the important role of these firms in the market contributes to a broader understanding of price leadership and coordination and highlights another potential reason why price cycles exist in some in retail gasoline markets and not others

the stylized facts about the behavior of manufacturers inventories and backorders over the business cycle 1959 1980 recent theoretical work has highlighted the role of inventories in propagating business cycles this paper attempts to provide an empirical foundation for current and future research on the role inventories play in business cycles the evidence presented here indicates that inventories and backorders are major variables in predicting output fluctuations further the evidence is that disaggregating inventories by stage of fabrication is important in predicting output in concert with previous findings our results suggest that disaggregated inventories ought to be a component of models of the business cycle

international evidence on the persistence of economic fluctuations abstract this paper presents new evidence on the persistence of fluctuations in real gnp we estimate two measures of persistence nonparametrically using post war quarterly data from canada france germany italy japan the united kingdom and the united states we compare these estimates with monte carlo results from various ar 2 processes for six out of seven countries the point estimates indicate that a 1 shock to output should change the long run unvariate forecast of output by well over 1 low order arma models yield similar conclusions finally we examine the persistence in relative outputs of different countries

edgeworth cycles revisited some gasoline markets exhibit remarkable price cycles where price spikes are followed by a series of small price declines a pattern consistent with a model of edgeworth cycles described by maskin and tirole we extend the model and empirically test its predictions with a new dataset of daily station level prices in 115 us cities consistent with the theory and often in contrast with previous empirical work we find the least and most concentrated markets are much less likely to exhibit cycling behavior both within and across cities areas with more independent convenience store gas stations are also more likely to cycle

edgeworth price cycles evidence from the toronto retail gasoline market i exploit a new station level twelve hourly price dataset to examine the strong retail price cycles in the toronto gasoline market the cycles appear similar to theoretical edgeworth cycles strongly asymmetric tall rapid and highly synchronous across stations i test a series of predictions made by the theory about how firm behaviors would differentially evolve over the path of a cycle the evidence is consistent with the existence of edgeworth cycles and inconsistent with competing hypotheses while the cycles are an interesting phenomenon for study in their own right the evidence has important policy and welfare implications

robust measures of skewness and kurtosis for macroeconomic and financial time series abstractthe sample skewness and kurtosis of macroeconomic and financial time series are routinely scrutinized in the early stages of model building and are often the central topic of studies in eco

are health expenditures and gdp characterized by asymmetric behaviour evidence from 11 oecd countries in this article we examine whether per capita health expenditures and per capita gdp for 11 oecd countries can be characterized by asymmetric behaviour we achieve this goal by using the nonparametric triples test suggested by randles et al 1980 we examine two forms of asymmetries namely deepness and steepness our main finding is that for 6 out of 11 countries namely for the usa the uk japan spain finland and iceland either per capita health expenditures or per capita gdp are characterized by asymmetric behaviour this finding to some extent casts doubt on those studies that model the relationship between health and gdp using unit root and cointegration tests that assume symmetric disturbances

nonlinear dynamics in real time equity market indices evidence from the united kingdom this paper tests for the presence of nonlinear dependence and chaos in real time returns on the u k ftse 100 index using a six month sample of about 60 000 observations since there is clear evidence of nonlinearity the authors follow other researchers in this field by applying the same tests to the residuals from a garch process fitted to the data in order to find out whether or not the nonlinearity can be explained by this type of model in the event their results suggest that garch can explain some but not all of the observed nonlinear dependence copyright 1995 by royal economic society

time reversibility tests of volume volatility dynamics for stock returns abstract non parametric tests based on the concept of time reversibility in statistical mechanics are applied to assess the dynamic implications of the mixture of distributions hypothesis mdh the tests show that shocks to volume and volatility are dynamically asymmetric thus rejecting the one factor mdh

price asymmetry in the dutch retail gasoline market abstract this article analyses the retail price adjustments in the dutch gasoline market we estimate an asymmetric error correction model on weekly price changes for the years 1996 2001 we construct five datasets one for each working day the conclusions on asymmetric pricing are shown to differ over these datasets suggesting that the choice of the day for which the prices are observed matters more than commonly believed in our view the insufficient robustness of the outcomes might explain the mixed conclusions found in the literature using these two approaches we also show that the effect of asymmetry on the dutch consumer costs is negligible