short selling and the price discovery process we show that stock prices are more accurate when short sellers are more active first in a large panel of nyse listed stocks intraday informational efficiency of prices improves with greater shorting flow second at monthly and annual horizons more shorting flow accelerates the incorporation of public information into prices third greater shorting flow reduces post earnings announcement drift for negative earnings surprises fourth short sellers change their trading around extreme return events in a way that aids price discovery and reduces divergence from fundamental values these results are robust to various econometric specifications and their magnitude is economically meaningful the author 2012 published by oxford university press on behalf of the society for financial studies all rights reserved for permissions please e mail journals permissions oup com oxford university press

strikes and holdouts in wage bargaining theory and data we develop a private information model of union contract negotiations in which disputes signal a firm s willingness to pay previous models have assumed that all labor disputes take the form of a strike yet a prominent feature of u s collective bargaining is the holdout negotiations often continue without a strike after the contract has expired production continues with workers paid according to the expired contract we analyze the union s decision to strike or hold out and highlight its importance to strike activity strikes are more likely to occur after a drop in the real wage or a decline in unemployment

bayesian analysis of the output gap our objective is to build output gap estimates that benefit from information provided by phillips curve theory and business cycle studies for this we develop a bayesian analysis of the bivariate phillips curve model proposed by kuttner for estimating potential output given our priors we obtain samples from parameters and state variables joint posterior distribution following a gibbs sampling strategy we sample the state variables given parameters using the carter kohn procedure and we exploit a likelihood factorization to draw parameters given the state a metropolis hastings step is used to remove the conditioning on starting values to accommodate the variance moderation that has been observed on u s gross domestic product kuttner s model is extended for a change in variance parameters we apply this methodology to the analysis of the output gap in the united states and in the european monetary union finally some important extensions to the original kuttner model are discussed

an r d race with knowledge accumulation i develop a model of an r d race with knowledge accumulation my model does not inherit the memorylessness property of the exponential distribution that troubles existing models of r d races hence firms knowledge stocks are no longer irrelevant to their behavior during the r d race and knowledge accumulation has strategic implications in this more general setting i obtain results that stand in marked contrast to the previous literature in particular under some conditions the firm that is behind in the race engages in catch up behavior this pattern of strategic interactions action reaction is consistent with empirical research copyright 2003 by the rand corporation

strategic delay in bargaining this paper analyses a bargaining model with incomplete information in which the time between offers is an endogenous strategic variable we find equilibria involving a delay to agreement that is due to the use of strategic time delay by bargainers to signal their relative strength under some specifications of the parameters delay is present in the unique sequential equilibrium whose beliefs satisfy one intuitive restriction this delay does not vanish as the minimal time between offers becomes small

empirical test of a separating equilibrium in national football league contract negotiations i empirically test for a separating equilibrium in the bargaining contract of national football league nfl contract negotiations the separating equilibrium predicts that a player who delays contractual agreement signs a more lucrative contract and has positive private information on his ability level at the time of contract negotiations these predictions are tested using data on 1 873 players selected in the 1986 through 1991 nfl drafts the empirical results support the implications of the separating equilibrium

reputation in bargaining national football league contract negotiations michael conlin i introduction the notion of reputation has been used to explain everything from limit pricing to the chain store paradox to cooperation in the finitely repeated prisoners dilemma game robert wilson 1985 states that reputation can explain many behaviors perhaps too many it is too easy to suppose that there is an unobserved state variable called reputation that explains all that happens the better approach is to develop a well specified model in which the effects of reputation are delineated 27 wilson also discusses the difficulty of empirically testing the effects of reputation this difficulty has led researchers such as camerer and weigelt 1988 to perform controlled experiments designed to test these effects this article develops a wellspecified bargaining model in which reputation effects are analyzed a unique data set of national football league nfl player contracts allows me to empirically test the predictions of my model many bargaining games do not occur in isolation rather individuals often negotiate in several bargaining games sequentially for example a union representative often negotiates a sequence of contracts for different locals and a lawyer who represents a number of different clients in sequence may negotiate out of court settlements professional sports teams and professional athletes illustrate another example of sequential bargaining sports teams negotiate with a number of players sequentially in an effort to reach contractual agreements this article addresses the issue of reputation effects in a sequence of bargaining games reputation effects refer to an individual s actions in a bargaining game providing some information about the individual which influences his actions and his opponents beliefs about those actions in subsequent bargaining games in this manner the outcome of a bargaining game has predictive powers on the outcome of subsequent bargaining games this article presents a model in which a buyer faces a sequence of two bargaining games with different sellers the model addresses how reputation effects influence sequential bargaining games by having the buyer s valuation be positively correlated across bargaining games each bargaining game is structured as a war of attrition game where both the buyer and seller can either make a conceding offer continue negotiating or terminate negotiations at any time there are costs per unit time incurred by the buyer and seller during negotiations and their surpluses are discounted after a certain time a unique sequential equilibrium outcome is calculated from which well defined comparative static results are obtained the model is applied to nfl contract negotiations where the team is the buyer who negotiates with different players sequentially the surpluses of the buyer and seller are discounted after the start of training camp based on the commonly held belief that a player s expected performance is adversely affected by missing the start of training camp conlin 1999 finds empirical support for this belief 1 the comparative static results are empirically tested using rookie contract data of players selected in the 1986 through 1991 nfl drafts these empirical results suggest that an nfl team s contract negotiations are affected by the terms agreed to in prior contract negotiations with different players and when these terms were agreed upon the article is organized in the following manner section ii presents a brief literature review on reputation and bargaining and discusses this study s contribution section iii describes a model of two bargaining games where a single buyer negotiates with different sellers sequentially section iv discusses the nfl draft the contract negotiation process for those players drafted and nfl rookie contracts section v relates the model to nfl rookie contract negotiations section vi summarizes the nfl contract data and section vii describes empirical tests of the model s comparative static results

regime changes in international real interest rates are they a monetary phenomenon in this paper we use the bai and perron 1998 2001 2003 methodology to test for multiple structural breaks in the mean real interest rate for 13 industrialized countries we find extensive evidence of structural breaks in the mean real interest rate for all 13 countries in an attempt to explain the breaks in international real interest rates we also test for multiple structural breaks in the mean inflation rate for the 13 countries once again we find extensive evidence of structural breaks in the mean inflation rate for all of the countries interestingly the breaks in inflation rates and real interest rates often coincide with increases decreases in the mean inflation rate as we move from one regime to the next typically associated with decreases increases in the mean real interest rate

racing with uncertainty and strategic interaction between competitors as the race unfolds most of the existing literature examines one or other of these features but not the two combined our aim is to see how the efforts of competitors in a race vary with the intensity of rivalry between them in our principal model whch is of a one dimensional race it is shown that the leader in the race makes greater efforts than the follower and efforts increase as the gap between competitors decreases under certain conditions the same results hold in our second related model which is of a two dimensional race

measuring the business cycle effects of permanent and transitory shocks in cointegrated time series abstract this paper proposes a statistical framework to evaluate the contribution of permanent and transitory shocks to the cyclical fluctuations of cointegrated variables an empirical application with us macroeconomic data reveals that transitory shocks are responsible for most of the variability at the business cycle frequencies

multivariate detrending under common trend restrictions implications for business cycle research abstract this paper outlines a methodology to detrend multiple time series under common trend restrictions the same filters used to construct the estimated trend in univariate exercises are shown to be appropriate in multivariate studies with a single common trend however to estimate the common trend in the multivariate case the filter is applied to a linear combination of series rather than to each series individually an empirical example and simulation exercises illustrate the implications of common trend detrending for measurement of business cycle properties

an unobserved components model that yields business and medium run cycles we generalize the unobserved components uc model to allow the permanent component to have different dynamics than the transitory components when decomposing u s economic activity using a multivariate uc model of log output consumption and investment we find that these proposed dynamics in the permanent component are statistically significant and distinct from those of the transitory components our approach provides an alternative explanation for the growth cycles identified by comin and gertler 2006 that is related to the cyclical movements in technology in a framework consistent with the beveridge and nelson 1981 decomposition

patent races and the persistence of monopoly patent races are important determinants of market structure for a new firm a patent can be an entry ticket into the market for an incumbent firm already in the market patents for related technologies can ensure that no new firm enters in this spirit recent work has explored the implications of patenting for the persistence of monopoly see for example dasgupta i982 gilbert i98i gilbert and newbery i982 much attention has been given to pre emptive patenting the strategic acquisition of patents by an incumbent firm solely to prevent potential rivals from entering the market in this context it is important to distinguish between two kinds of patent race a standard race is a competition in which a prize is awarded to the first player to reach the finishing line an asymmetrical race is a competition in which one player loses something of value if one of his rivals reaches the finishing line he is content if nobody wins but a prize is won by the first of the other players to reach the finishing line if any of them does so a patent race in which an incumbent firm s sole concern is to prevent potential rivals from entering his market is an asymmetrical race and not a standard race the distinction between the two kinds of race can be captured only in models with a sufficiently rich dynamic structure this and other advantages of a properly dynamic model are explained in section ii a model of an asymmetrical race with two firms is presented in section iii in this model the challenger wins a prize and the incumbent loses a prize if the challenger is first to reach the finishing line it is shown that the challenger is often automatically deterred from making any effort to win the race because the strategic interactions between the players are such that the incumbent would outdo any reasonable effort made by the challenger in order to stop the challenger being first to reach the finishing line then the incumbent has no need to make any effort in the race in order to maintain his existing monopoly the reason is that the incumbent unlike the challenger does not need to go all the way to the finishing line to achieve his objective on the other hand it may be truedepending on the parameters describing the firmsthat the challenger wins the patent proceeding to the finishing line just as if he were the only contender for the patent of particular interest is the case in which the firms are identical

the time varying nairu and its implications for economic policy the nairu the unemployment rate consistent with a constant rate of inflation is estimated in this paper as a parameter allowed to vary over time value is determined in an econometric model where the inflation rate depends on its past values demand and supply shocks the nairu estimated for the gdp deflator varies over the past forty years within 5 4 to 6 5 percent its estimated value for the most recent quarter 1996 q2 is 5 6 percent the nairu has declined in recent years in response to global competition immigration other factors weakening labor s bargaining position and the rapidly declining prices of computers and other electronics

labour taxes and unemployment evidence from a panel unobserved component model abstract this paper estimates the impact of labour taxes on unemployment using a panel of yearly observations 1970 2005 for 16 oecd countries possible heterogeneity of the unemployment incidence of taxes is taken into account by grouping countries according to their wage setting institutions panel data unit root and cointegration tests show that unemployment and labour tax rates are non stationary but not cointegrated as this finding may be induced by missing non stationary variables we set up a panel unobserved component model labour taxes are found to have a positive impact on unemployment only in countries characterised by strong but decentralised unions

a model of the evolution of duopoly does the asymmetry between firms tend to increase or decrease this paper is an attempt to identify some of the factors that affect the evolution of market structure in a model of dynamic competition between two firms the stochastic evolution of the state of competition depends on the respective effort rates of the firms the question is whether the current leader works harder than the laggard does the gap between firms tend to increase or decrease we show that several effects are at work the state tends to evolve in the direction where joint payoffs are greater since joint payoffs are related to joint product market profits less joint effort costs there are two classes of effect the joint profit effect and various joint cost effects the latter result in part from the pattern of profits and in part from endpoint effects that give relief from efforts asymptotic expansions illuminate these influences moreover we show by numerical simulation that there is another kind of joint cost effect the pattern of joint effort costs can influence the pattern of evolution of market structure and the evolution of the pattern of market structure can influence the pattern of efforts in a mutually self reinforcing manner in particular there may be equilibria in which this last effect means that the laggard works harder than the leader even though all the other effects work in favour of the leader

phases of the canadian business cycle in this paper we contrast a number of univariate models of canadian gdp our preferred models are used to provide a business cycle chronology for canada which is compared with some existing more judgmentally determined chronologies we find that a simple two quarters of negative growth rule for determining recession dates is the mast similar to our chronology we also find that the mast recent recession in canada was unique in both its length and the slow speed of recovery jel classification c22 c51 c52 e32

a new approach to decomposition of economic time series into permanent and transitory components with particular attention to measurement of the business cycle abstract this paper introduces a general procedure for decomposition of non stationary time series into a permanent and transitory component allowing both components to be stochastic the permanent component is shown to be a random walk with drift and the transitory or cyclical component is a stationary process with mean zero the decomposition methodology which depends only on past data and therefore is computable in real time is applied to the problem of measuring and dating business cycles in the portwar u s economy we find that measured expansions and contractions are of roughly equivalent duration and that our dating of cyclical episodes tends to lead the traditional nber dating and to a lesser extent the growth cycle chronology of zarnowitz and boschan 1977

new measures of the output gap based on the forward looking new keynesian phillips curve abstract forward looking versions of the new keynesian phillips curve imply that the output gap the deviation of the actual output from its natural level due to nominal rigidities drives the dynamics of inflation relative to expected inflation we exploit this to set up a bivariate unobserved component model for extracting new estimates of the output gap in the us the gap estimates are large and persistent even after allowing for correlated trend and cycle shock we then augment our model to use the information in the unemployment rate the estimates confirm the presence of a large and persistent cyclical component

a perpetual race to stay ahead this paper presents a model of dynamic competition between two firms that repeatedly engage in an innovative activity the state of competition measured by the difference between the number of innovations introduced by the firms evolves stochastically according to their effort level the structure of markov perfect equilibria is identified it is generally not true that competition is fiercest when firms are closest rather firms invest under two distinct circumstances while sufficiently ahead to outstrip their rival and secure a durable leadership while behind to regain leadership and prevent the situation from worsening to the point where their rival outstrips them industry such a market structure cannot be adequately modelled by a repeated game since history obviously affects market opportunities more precisely previous outcomes determine the range of available actions and pay offs economists have thus resorted to the study of races to gain insights into the strategic issues raised by such competition with the notable exceptions of aoki 1991 harris 1991 and budd harris and vickers 1993 most of the literature has analysed formal races displaying exogenous finishing lines or deadlines as well as final prizes and rewards and the corresponding results rely on backward induction however such assumptions do not seem to capture accurately the essential features of many markets often the rivalry only ends if at all when one of the competitors withdraws so that the deadline should be endogenized moreover benefits and losses are continuously collected additionally the emerging empirical literature on races stresses the inadequacy of standard models and the need to model r d as a race with multiple prizes in the words of cockburn and henderson 1994 our finding that the modern game theoretic literature is of only limited usefulness as an empirical guide points to the need to model r d as a race with multiple prizes the model analysed in this paper is an attempt to offer an adequate framework for this type of dynamic competition the stochastic evolution of the state of competition between two firms depends on their respective effort levels the state of competition is measured by the

detrending and business cycle facts a user s guide this note argues that it is hardly the case that the profession is fully aware that the application of di erent filters to the data leads to di erent outcomes and that we have enough evidence to claim that these di erences are unimportant to evaluate the fit models to the data 1998 elsevier science b v all rights reserved jel classification b41 e32

multivariate estimates of the permanent components of gnp and stock prices the economic assumption that a present value relation holds between consumption and income and between stock prices and dividends or the statistical assumption that the consumption income ratio and the dividend price ratio are stationary imply that the permanent or random walk component in each series of a pair must be the same as the permanent component in the other series of a pair either assumption then allows us to estimate the variance of the permanent component of one series gnp stock prices from the variance of the permanent component of the other consumption dividends or from the covariance of the two series permanent components this paper presents such estimates and finds that the permanent components are about half those estimated by similar univariate methods a series of recent papers has examined the importance of a potential unit root to the behavior of real gnp campbell and mankiw 1986 1987 cochrane 1986 clark 1987 and stock prices fama and french 1986 lo and mai if by 0 the series is stationary the response can be any real number which is the innovation in these estimates instead of forcing us to ask the dichotomous question is there a unit root or not they allow us to continuously measure the importance of a potential unit root the actual estimating technique used in these papers varied somewhat cochrane poterba and summers and lo and mai if a series is stationary the variance of k differences will tend to a precursor to this paper appeared under the title spectral density estimates of unit roots we thank masanao aoki lam hansen masao ogaki and chris sims for helpful suggestions the computer programs and data used in this paper are available on request from the authors

the simple economics of research portfolios this article identifies biases in market portfolios of parallel research projects arising from the noncongruence of social goals and private aspirations occasioned by those circumstances where the market rewards only the winner and where the winner is awarded the entire social surplus it is shown that under risk neutrality this noncongruence implies that t he market encourages the development of too many discoveries too lar ge a spread in the distribution of the quality of discoveries and an excessive occurrence of multiple discoveries copyright 1987 by royal economic society

the causes of bargaining failure evidence from major league baseball abstract final offer arbitration in major league baseball provides an ideal setting for examining the empirical regularities that are associated with bargaining failure since final offers salaries and player statistics which provide the fundamental facts for the case are all readily available using data for players eligible for arbitration for 1990 93 we conduct a wide variety of empirical tests regarding the relationship between aggressive offers and arbitration outcomes we find that aggressive offers by players trigger arbitration and that more aggressive offers are associated with inferior financial outcomes in arbitration overall clubs appear to outperform players in arbitration unexpectedly high or low offers are less common for players who have previously been through arbitration which suggests that learning occurs our results are inconsistent with simple one sided asymmetric information models of arbitration the results are more consistent with an optimism model or a model in which so

cyclical fluctuations in strike durations canadian data on strikes between 1946 and 1983 are used to estimate linear regression models for the logarithm of completed duration a thorough investigation of the influence of the business cycle reveals strong support for the hypothesis that strike durations are countercyclical the cyclical effect is shown to be robust to both the choice of cyclical variable and the econometric specification and the magnitude of the effect is quite substantial experimentation with different representations of the cycle reveals that it is difficult to improve on a simple formulation involving a single continuous variable

preemptive adoptions of an emerging technology many oligopolies exhibit continuing technological change and lumpy costs of adopting new technologies if firms choose adoption dates in a game of timing and if the downstream market structure is a bertrand duopoly the equilibrium adoption pattern displays rent dissipating increasing dominance i e all adoptions are by the same firm and the discounted value of profits is zero these results need not hold for other market structures including cournot duopoly copyright 1994 by blackwell publishing ltd

detrending stylized facts and the business cycle the stylized facts of macroeconomic time series can be presented by fitting structural time series models within this framework we analyse the consequences of the widely used detrending technique popularised by hodrick and prescott 1980 it is shown that mechanical detrending based on the hodrick prescott filter can lead investigators to report spurious cyclical behaviour and this point is illustrated with empirical examples structural time series models also allow investigators to deal explicitly with seasonal and irregular movements that may distort estimated cyclical components finally the structural framework provides a basis for exposing the limitations of arima methodology and models based on a deterministic trend with a single break

trends and cycles in macroeconomic time series two structural time series models for annual observations are constructed in terms of trend cycle and irregular components the models are then estimated via the kalman filter using data on five u s macroeconomic time series the results provide some interesting insights into the dynamic structure of the series particularly with respect to cyclical behavior at the same time they illustrate the development of a model selection strategy for structural time series models

estimating potential output core inflation and the nairu as latent variables this article proposes a new method to obtain estimates of the nairu the core inflation rate and the trend investment rate for the united states using an unobserved components model that is compatible with the usual decomposition of real gross domestic product into trend and cycle the model includes okun s law a forward looking phillips curve and an accelerator type investment equation and accounts for some volatility breaks in two components the unknown parameters in the model are estimated by maximum likelihood using a kalman filter initialized with a partially diffuse prior and the unobserved components are estimated using a smoothing algorithm our results show that the output gap is positively correlated with the deviations of the investment rate from its trend and the inflation rate from core inflation and negatively correlated with the deviations of the unemployment rate from the nairu

estimating potential output as a latent variable this article proposes a new method for estimating potential output in which potential real gross domestic product gdp is modeled as an unobserved stochastic trend and deviations of gdp from potential affect inflation through an aggregate supply relationship the output and inflation equations together form a bivariate unobserved components model which is estimated via maximum likelihood through the use of the kalman filter algorithm the procedure yields a measure of potential output and its standard error and an estimate of the quantitative response of inflation to real growth and the output gap

multidimensional separating equilibria and moral hazard an empirical study of national football league contract negotiations this paper empirically tests for a multidimensional separating equilibrium in contract negotiations and tests for evidence of the moral hazard inherent in many contracts using contract and performance data on players drafted into the national football league from 1986 through 1991 we find evidence that players use delay to agreement and incentive clauses to reveal their private information during contract negotiations in addition our empirical tests of the moral hazard issue indicate that a player s effort level is influenced by the structure of his contract

a theory consistent system approach for estimating potential output and the nairu abstract a new approach is proposed for estimating potential output and the nairu identification is achieved using okun s law and a phillips curve the performance of the methodology is exemplified using data from canada the uk and the us

bayesian estimation of the output gap for a small open economy the case of canada abstract we introduce a novel approach for estimating output gaps for small open economies identification is based on a multivariate trend cycle decomposition in which transitory exchange rate movements are linked to the output gap and inflation the model is then applied to canadian data

a theory based state dependent phillips curve and its estimation to explain the existing empirical irregularity about the slope of a phillips curve this article provides a model of imperfect competition to short that the slope of a phillips curve is shock dependent we empirically apply a state space markov switching model to examine the impact of inflation surprise on the unemployment gap resulting in the state dependent phillips curve fitting quite well our empirical evidence indicates that an unexpected monetary expansion does produce effects in reducing unemployment rates and that supply shocks should not be ignored in estimating the phillips curve because they dominate demand shocks in several nonoil shock periods jel c51 e24 e52 i introduction it is well known that a downward sloping short run phillips curve implies a trade off between the inflation rate and unemployment rate however empirical findings point out that the slope of the phillips curve depends on the selected sample periods 1 does any theoretical model explain the changes in the slope of a short run phillips curve as displayed in the data can we find empirical support for our model that implies a slope changeable phillips curve to answer these questions this article provides a theoretical model implying that the slope of the phillips curve is shock dependent we then apply a state space markov switching model to investigate the empirical support of the theoretical model although a stable negative short run phillips curve is crucial for producing inflation forecasts in policy making institutions there is no general consensus about the negative slope of the phillips curve in empirical literature 2 one of the explanations to the previous empirical irregularity as suggested by king and watson 1994 is that the relationship between unemployment and inflation is shock dependent which means that the slope of a phillips curve relies on the dominance of the demand or supply shocks therefore the conventional single equation regression based on the state independent framework is not appropriate apart from neglecting the state dependent characteristic of the phillips curve there are several other drawbacks for conventional empirical studies when investigating the phillips curve first many articles assume that forecast errors of inflation are homoscedastic which is challenged in the literature the homoscedastic assumption is debatable because several studies such as engle 1983 jansen 1989 evans 1991 and brunner and hess 1993 point out significant heteroscedasticity in the u s inflation rate arch or garch type models provide estimates of how the conditional variance of inflation varies over time within a given structure and therefore they ignore the possibility of structural changes caused by changing regimes a markov switching heteroscedasticity model is an alternative that allows regime changes in the variance structure instead of applying arch type models to estimate the time varying conditional variance of inflation within a given structure this article takes into account the influence of regime changes on inflation s variance we apply the state dependent conditional heteroscedasticity approach provided by brunner and hess 1993 and evans and wachtel 1993 to estimate the forecasting errors of inflation the second drawback is a constant natural rate assumption the unemployment gap is the difference between the unemployment rate and the natural rate conventional literature assumes a constant natural rate which is challenged theoretically and empirically as stated by gordon 1997 the existence of unionization unemployment insurance programs and labor force demographics leads to a highly persistent unemployment rate we therefore assume that the unobservable natural rate is time varying and behaves in accordance with the hysteresis of unemployment rates 3 recent empirical works of a regime switching approach on the phillips curve have focused on whether the relationship between inflation and unemployment rates is nonlinear as in ferri et al

money output and inflation in the longer term major industrial countries 1880 2001 i introduction the empirical role of money growth in the macroeconomy has been studied by many researchers using different data and methods the most prominent studies focusing on the quantity theory of money are those of friedman and schwartz 1963 1982 using data averaged over the phases of the business cycle in order to capture longer run movements with u s and u k data back to 1867 the study by mccandless and weber 2001 is a representative example for a different approach for 110 countries in the post wwii period longer run growth rates are approximated by growth of a variable over a 30 year period average growth rates 1 the problem with phase averaging is that it does not deal with possible nonstationarity of the data 2 the problem with growth averages over long periods while informative to a degree is that they have limitations too it is impossible to assess the timing of movements in these variables 3 in the frequency domain the long run is associated with frequency zero which in our terminology is the long run trend previous studies in the frequency domain on the long run neutrality of money at zero frequency include the studies of lucas 1980 and geweke 1986 the theory of spectral analysis provides a rigorous framework for extracting specific frequency bands from the data instead of considering only frequency zero stock and watson 1998 applied the band pass filter of baxter and king 1999 to extract cycles frequency bands for u s data and focused on the business cycle and on mostly the post wwii period christiano and fitzgerald 2003 proposed an improved band pass filter and provided an application to the longer run relation of money and inflation for bands of 8 20 years and 20 40 years in the united states from 1900 to 1997 4 the usefulness of monetary aggregates for conducting monetary policy has been seriously called into question because of the instability of money demand a prominent empirical study is that of estrella and mishkin 1997 recent mainstream new keynesian models have no explicit role for money woodford 2008 a contrasting view is that the longer term role of money is still of relevance for monetary policy the european central bank explicitly emphasizes a supporting role that monetary aggregates should play in order to provide an anchor for inflation expectations hafer haslag and jones 2007 issing 2006 king 2002 nelson 2003 christiano motto and rostagno 2007 provided a theoretical new keynesian model where inflation expectations lose their anchor unless money is monitored and reacted to also beck and wieland 2008 presented a new keynesian model where cross checking with money growth movements improves inflation control similarly assenmacher wesche and gerlach 2006 2007 found a significant role for a low frequency low pass filtered component of money in the empirical new keynesian phillips curve equation 5 in the spirit of friedman 1961 we use long time spans so that our results are unlikely to be because of a specific policy rule in place in a given period we have 122 years of annual data from 1880 to 2001 before the introduction of the euro in 2002 we have real gross domestic product gdp money and consumer price indices cpis with no gaps for 11 industrialized countries 6 the countries included in our study differ in such terms as their institutions fiscal and monetary policies and economic growth rates nonetheless at least in peace time they were similar in generally having comparatively free markets in which prices and interest rates were determined our aim is to apply analytic methods that are free from economic and statistical models as much as possible in order to explore empirical regularities or stylized facts in the data also the focus of our research is the longer run we employ band pass filters to pick out cycles from each time series that last 8 40 years that is the longer term component

is the nairu more useful in forecasting inflation than the natural rate of unemployment recent studies have indicated that the terms nairu non accelerating inflation rate of unemployment and natural rate of unemployment are not interchangeable while nairu is an empirical macroeconomic relationship estimated via a phillips curve the natural rate is an equilibrium condition in the labour market reflecting the market s microeconomic features this study evaluates comparatively the inflation forecasting power of alternative time varying estimates of the natural rate of unemployment relative to the nairu the natural rate of unemployment in the usa since the second world war is estimated three alternative methods are utilized the kalman filter a structural determinants approach and the hodrick prescott filter the section that follows assesses how each estimator of the natural rate compares with the others as well as with the nairu derived from a phillips curve in forecasting inflationary changes in the usa in the second half of the twentieth century the analysis reveals that th

on the credit to gdp gap and spurious medium term cycles abstract i provide empirical evidence suggesting that the credit to gdp gap is subject to spurious medium term cycles i e artificial boom bust cycles with a maximum duration of around 40 years

preemptive patenting and the persistence of monopoly this article takes a different tack and inquires whether institutions such as the patent system create opportunities for firms with monopoly power to maintain their monopoly power the results apply to other situations such as brand identification spatial location and capacity expansion which share the characteristic that early or preemptive actions may lower the returns to potential competitors

time series decomposition and measurement of business cycles trends and growth cycles abstract a study of business cycles does not require trend estimation and elimination but a study of growth cycles does major cyclical slowdowns and speedups deserve to be analyzed but the needed time series decomposition presents difficult problems mainly because trends and cycles influence each other we compare cyclical movements in levels deviations from trend and smoothed growth rates for both the quarterly real gdp and the monthly u s coincident index using the phase average trend pat then we compare alternative trend estimates deterministic and stochastic linear and nonlinear and the corresponding series of deviations from these trends we discuss how the resulting estimates differ for u s growth cycles in the post world war ii period the results of pat show great similarity to the results obtained with the hodrick prescott local linear trend band pass filtering methods

strategic bargaining models and interpretation of strike data attrition screening and signalling models of strategic bargaining are characterized in terms of their predictions about the incidence mean duration and settlement rates of strikes and the terms of wage settlements these predictions are compared with the general features observed in empirical studies of strikes in canada and the united states conclusions are drawn about the types of models capable of generating these features and about the conformity of the models to the evidence methods are described for computing the numerical examples used to illustrate the models

an empirical test of an asymmetric information model of strikes recent developments in the theory of strategic bargaining demonstrate how informational asymmetries can lead to prolonged and costly bargaining these models can be applied to contract negotiations yielding an economic theory of strikes to date however few empirical tests of these models have been carried out in this paper a set of predictions concerning the incidence and unconditional duration of strikes is derived from a simple bargaining model in which the union is uncertain about the firm s future profitability these predictions are then tested on a micro data set of major u s contract negotiations that took place from 1973 to 1977

adjustment costs and pricing to market theory and evidence abstract this paper develops an adjustment cost model of pricing to market the model consists of a monopolist who supplies an identical nondurable good to two foreign markets it is shown that the degree of pricing to market increases with the relative importance of the transitory component in exchange rates customs data from 1978 through 1987 on u s and canadian imports of seven german commodities are used to estimate the model s parameters and test its over identifying restrictions

analysis of us real gnp and unemployment interactions abstract instead of the more common unemployment rate the time series data of the level of us unemployment is used together with us real gnp and later also with the us money stock to identify a bivariate and trivariate structural model the model is then used to examine the interaction of the unemployment level with the real gnp in the business cycle frequencies the commonly perceived okun s law is shown to disappear in the trivariate model

estimating the u s output gap with state level data this paper develops a method to estimate the u s output gap by exploiting the cross sectional variation of state level output and unemployment rate data the model assumes that there are common output and unemployment rate trend and cycle components and that each state s output and unemployment rate are subject to idiosyncratic trend and cycle perturbations i estimate the model with bayesian methods using quarterly data from 2005 q1 to 2018 q2 for the 50 states and the district of columbia results show that the u s output gap reached about negative 4 6 around the years of the great recession and was about 0 9 in 2018 q2

taylor rules and the canadian us equilibrium exchange rate abstract this paper identifies the canadian us equilibrium exchange rate based on a simple structural model of the real exchange rate in which monetary policy follows a taylor rule interest rate reaction function the exchange rate is explained by relative output and inflation as observable variables and by unobserved equilibrium rates as well as unobserved transitory components in output and the exchange rate using canadian data over 1974 2009 we jointly estimate the unobserved components and the structural parameters using the kalman filter and bayesian technique we find that canada s equilibrium exchange rate evolves smoothly and follows a trend depreciation the transitory component is found to be very persistent but much more volatile than the equilibrium rate resulting in few but prolonged periods of currency misalignments

trend cycle correlation drift break and the estimation of trend and cycle in canadian gdp abstract univariate correlated trend cycle models are highly sensitive to the specifications of breaks in the data this paper argues using monte carlo experiments that a bivariate correlated unobserved components uc framework with breaks delivers substantially more accurate results for the trend cycle parameters than the corresponding univariate frameworks in a finite sample size the paper estimates stochastic trend and cyclical fluctuations in canada from a bivariate uc model results show a fairly volatile stochastic trend after the drift break and the negative trend cycle shock correlation are accounted for the estimated cyclical component is large persistent and consistent with ecri denoted canadian recessions

persistence of technological leadership emerging technologies and incremental innovation in a model of competitive innovation i derive theoretical conditions for an entrant to displace the incumbent firm by innovating in an undeveloped substitute emerging technology the main result presents conditions on profitability and innovation speed that yield a markov perfect equilibrium in which the entrant pursues the emerging technology while the incumbent chooses to persist with the established technology and collect short run profits notably this result does not require the entrant s superiority to the incumbent for innovation finally when the model is calibrated to hard drive industry data its predictions are consistent with the observed outcomes

how much has labour taxation contributed to european structural unemployment abstract we analyse the effect of labour taxes on euro area unemployment making use of the blanchard and katz 1999 wage dynamics reconciling theory and evidence american economic review 89 2 69 74 nairu model we represent structural unemployment as that made up of two elements an observed part related to labour taxes plus a non stationary unobservable component related to the reservation wage and to the wage mark up contrary to empirical estimates available so far this modelling explicitly acknowledges the existence of non measurable factors responsible for the unemployment non stationarity for the period 1970 2004 we obtain a tax effect that lies in the middle of the estimates that can be found in the literature this study gives support to the view that lowering labour taxes can help to reduce unemployment in continental europe

the cyclical component of u s economic activity quarterly data on industrial production and deflated gross national product in the united states from 1947 through 1985 are decomposed into independent nonstationary trend and stationary cycle components using kalman filtering and smoothing techniques estimates of the model parameters imply that at least half of the quarterly innovation in u s economic activity can be attributed to a stationary cyclical component that persists over periods of time as long as five years this finding is inconsistent with the hypothesis that most of the apparent variation in u s economic activity can be attributed to a nonstationary trend component

a bayesian model comparison for trend cycle decompositions of output we compare a number of widely used trend cycle decompositions of output in a formal bayesian model comparison exercise this is motivated by the often markedly different results from these decompositions different decompositions have broad implications for the relative importance of real versus nominal shocks in explaining variations in output using us quarterly real gdp we find that the overall best model is an unobserved components model with two features 1 a nonzero correlation between trend and cycle innovations 2 a break in output growth in 2007 under this specification annualized trend output growth decreases from about 3 4 to 1 5 after the break the results also indicate that real shocks are more important than nominal shocks

preemption and rent equalization in the adoption of new technology we study the adoption of a new technology to illustrate the effects of preemption in games of timing we show that the threat of preemption equalizes rents in a duopoly but that this result does not extend to the general oligopoly game if the gain to preemption is sufficiently small then the optimal symmetric outcome which involves late adoption is an equilibrium this contrasts with reinganum s result that in precommitment equilibria there must be diffusion we develop a new and richer formalism for modeling games of timing which permits a continuoustime representation of the limit of discrete time mixed strategy equilibria

strikes and wages a test of an asymmetric information model this paper describes a simple model of labor disputes based on the hypothesis that unions use strikes to infer the profitability of the firm the model posits the existence of a negatively sloped resistance curve between wages and strike duration in addition it offer a series of predictions relating wage and strike outcomes to changes in the expected profitability of the firm and changes in the alternative opportunities of striking workers these implications are tested using data on wage outcomes strike probabilities and strike durations for a large sample of collective bargaining agreements

can inflation data improve the real time reliability of output gap estimates potential output plays a central role in monetary policy and short term macroeconomic policy making yet characterizing the output gap involves a trend cycle decomposition and unobserved component estimates are typically subject to a large uncertainty at the sample end an important consequence is that output gap estimates can be quite inaccurate in real time as recently highlighted by orphanides and van norden 2002 and this causes a serious problem for policy makers for the cases of the us eu 11 and two eu countries we evaluate the benefits of using inflation data for improving the accuracy of real time estimates copyright 2004 john wiley sons ltd

unemployment and infant health times series evidence from the state of tennessee this is the first study that decomposes unemployment into its structural and cyclical components and investigates their impact on income distribution controlling for the influence of inflation increases in structural unemployment have a substantial

the prebisch singer hypothesis a reappraisal independent of stationarity hypotheses time series behaviour of the relative price of primary commodities raul prebisch i950 and hans singer i950 believed that the long term trend of primary commodity prices was negative the latter in an interesting discussion of the above quandary pp 482 3 viewed rises in primary commodity prices as purely temporary sources of surplus that offered short lived opportunities to increase industrial investment these opportunities were missed by private investors who instead increased primary sector investment in such circumstances because all private activity tends to be governed by the price