optimal monetary policy in an economy with inflation persistence abstract this paper studies optimal monetary policy in a model where inflation is persistent two types of price setters are assumed to exist one acts rationally given calvo type constraints on price setting the other type sets prices according to a rule of thumb this results in a phillips curve with both a forward looking term and a backward looking term the phillips curve nests a standard purely forward looking phillips curve as well as a standard purely backward looking phillips curve as special cases a cost push supply shock is derived from microfoundations by adding a time varying income tax and by making the elasticity of substitution between goods stochastic a central bank loss function for this model is derived from a second order taylor approximation of the household s welfare function optimal monetary policy for different relative values of the forward and backward looking terms is then analyzed for both the commitment case and the case of discretion

inflation persistence alternative interpretations and policy implications in this paper i consider the policy implications of two alternative structural interpretations of observed inflation persistence which correspond to two alternative specifications of the new keynesian phillips curve nkpc the first specification allows for some degree of intrinsic persistence by way of a lagged inflation term in the nkpc the second is a purely forward looking model in which expectations farther into the future matter and coefficients are time varying in this specification most of the observed inflation persistence is attributed to fluctuations in the underlying inflation trend which are a consequence of monetary policy rather than a structural feature of the economy with a simple quantitative exercise i illustrate the consequences of implementing monetary policy assuming a degree of intrinsic persistence that differs from the true one the results suggest that the costs of implementing a stabilization policy when the policymaker overestimates the degree of intrinsic persistence are potentially higher than the costs of ignoring actual structural persistence the result is more clear cut when the policymaker minimizes a welfare based loss function

involuntary unemployment in economies with efficient risk sharing abstract we study economies where employment lotteries determine random layoffs and incomes for employed and unemployed agents allocate risk efficiently we ask for which specifications are unemployed agents worse off a situation we call involuntary unemployment we show unemployed agents are worse off iff an exogenous increase in wealth decreases aggregate unemployment in a monetary economy we show that in equilibrium the unemployed are worse off iff high inflation implies high unemployment our model also generates nominal wage stickiness as an equilibrium phenomenon but neither involuntary unemployment nor nominal stickiness implies these economies are operating inefficiently or are out of equilibrium

the importance of the volatility risk premium for volatility forecasting in this paper we study the role of the volatility risk premium for the forecasting performance of implied volatility we introduce a non parametric and parsimonious approach to adjust the model free implied volatility for the volatility risk premium and implement this methodology using more than 20 years of options and futures data on three major energy markets using regression models and statistical loss functions we find compelling evidence to suggest that the risk premium adjusted implied volatility significantly outperforms other models including its unadjusted counterpart our main finding holds for different choices of volatility estimators and competing time series models underlying the robustness of our results

answering the skeptics yes standard volatility models do provide accurate forecasts a voluminous literature has emerged for modeling the temporal dependencies in financial market volatility using arch and stochastic volatility models while most of these studies have documented highly significant in sample parameter estimates and pronounced intertemporal volatility persistence traditional ex post forecast evaluation criteria suggest that the models provide seemingly poor volatility forecasts contrary to this contention we show that volatility models produce strikingly accurate interdaily forecasts for the latent volatility factor that would be of interest in most financial applications new methods for improved ex post interdaily volatility measurements based on high frequency intradaily data are also discussed

macroeconometric equivalence microeconomic dissonance and the design of monetary policy abstract macroeconometric equivalence means that estimates of dsge models using first order approximations to equilibrium conditions fail to distinguish between alternative preference technology configurations microeconomic dissonance means that the underlying microeconomic differences between ostensibly equivalent models become important when optimal monetary policy is derived the relevance of these concepts is established by analysis of optimal monetary policy using a small scale new keynesian model microeconomic and financial datasets are promising tools with which to overcome the equivalence dissonance problem

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

optimal price level drift under commitment in the canonical new keynesian model in both the canonical and many extended versions of the new keynesian model optimal monetary policy under commitment implies price level stationarity as long as expectations are rational we show that this is no longer the case if the central bank and private agents make decisions before observing current shocks the optimal amount of price level drift in response to unexpected innovations to inflation is quantitatively important this result has important implications for monetary policy including the design of the optimal loss function for the central bank if it cannot commit to its future policies a la fois dans la version canonique du nouveau modele keynesien et de ses versions etendues la politique monetaire optimale quand il y a engagement implique qu il y aura stationnarite du niveau des prix aussi longtemps que les anticipations sont rationnelles on montre que ce n est plus le cas si la banque centrale et les agents prives prennent des decisions avant d observer les chocs courants le montant optimal de la derive du niveau des prix en reponse aux innovations non anticipees dans l inflation est quantitativement important ce resultat a des implications importantes pour la politique monetaire y compris le design d une fonction de perte optimale pour la banque centrale si elle ne peut pas s engager a poursuivre ses politiques dans l avenir

public debt discretionary policy and inflation persistence we describe a simple mechanism that generates inflation persistence in a standard sticky price model of optimal fiscal and monetary policy key to this mechanism is that policies are implemented under discretion the government s discretionary incentive to erode the real value of nominal public debt by means of surprise inflation renders inflation expectations and in further consequence equilibrium inflation rates highly correlated with the stock of public debt debt in turn is highly persistent allowing for tax smoothing in the face of disturbances due to the aforementioned correlation the persistence in debt carries over to inflation our analysis uncovers a non monotonic effect of nominal rigidities on inflation persistence and shows that government debt under discretion does not display the near random walk property familiar from the ramsey literature a calibrated version of the model that incorporates a moderate degree of monopolistic competition and price stickiness is quantitatively consistent with the inflation dynamics experienced in the usa since the volcker disinflation of the early 1980s

endogenous objectives and the evaluation of targeting rules for monetary policy recent research in monetary economics has followed the advice of mccallum 1988 robustness properties of a rule for monetary policy carnegie rochester conference series on public policy 29 173 203 and investigated the robustness properties of monetary policy rules by evaluating them in a variety of models evaluation across models is typically based on an exogenously specified loss function however the theory on which many recent monetary policy models are based implies that changes in the structure of the model also have consequences for the policy objectives the central bank should pursue objectives are endogenous not exogenous to the model in this paper i investigate the impact of endogenous objectives on the evaluation of targeting rules for monetary policy r 2005 elsevier b v all rights reserved

procyclical labor productivity and competing theories of the business cycle some evidence from interwar u s manufacturing industries we study the phenomenon of short run increasing returns to labor srirl in a sample of 10 interwar u s manufacturing industries our main findings are that srirl was common in the interwar period and that the pattern of srirl across industries was similar to that observed in the postwar period we argue that since presumably the depression was not caused by technical regress these findings are inconsistent with the claim of real business cycle theorists that srirl is in general due to procyclical technical shocks we propose tests for discriminating between two other leading explanations of srirl but find that our conclusions differ by industry

commodity liquidity measurement and transaction costs we examine the performance of liquidity proxies in commodities the amihud measure has the largest correlation with liquidity benchmarks amivest and effective tick measures also perform well these proxies are useful for studies of commodity liquidity over a long time period and those that lack access to high frequency data we use various aspects of transaction costs such as spread depth immediacy and resiliency to give insight into the costs of different execution approaches transaction costs increase with volatility and exhibit mean reversion splitting trades over one hour can reduce trading costs by two thirds compared to an immediate execution the author 2011 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

some models for estimating technical and scale inefficiencies in data envelopment analysis in management contexts mathematical programming is usually used to evaluate a collection of possible alternative courses of action en route to selecting one which is best in this capacity mathematical programming serves as a planning aid to management data envelopment analysis reverses this role and employs mathematical programming to obtain ex post facto evaluations of the relative efficiency of management accomplishments however they may have been planned or executed mathematical programming is thereby extended for use as a tool for control and evaluation of past accomplishments as well as a tool to aid in planning future activities the ccr ratio form introduced by charnes cooper and rhodes as part of their data envelopment analysis approach comprehends both technical and scale inefficiencies via the optimal value of the ratio form as obtained directly from the data without requiring a priori specification of weights and or explicit delineation of assumed functional forms of relations between inputs and outputs a separation into technical and scale efficiencies is accomplished by the methods developed in this paper without altering the latter conditions for use of dea directly on observational data technical inefficiencies are identified with failures to achieve best possible output levels and or usage of excessive amounts of inputs methods for identifying and correcting the magnitudes of these inefficiencies as supplied in prior work are illustrated in the present paper a new separate variable is introduced which makes it possible to determine whether operations were conducted in regions of increasing constant or decreasing returns to scale in multiple input and multiple output situations the results are discussed and related not only to classical single output economics but also to more modern versions of economics which are identified with contestable market theories

money new keynesian macroeconomics and the business cycle abstract we show in this paper that the typical modern business cycle cannot be reduced to the real business cycles archetype a monopolistic competition model with price adjustment costs affected by technological and monetary shocks better mimics the economic fluctuations in two countries with very different cyclical properties namely france and the united states in our model monetary shocks are necessary to reproduce the standard deviation of output the money output correlation the labour productivity worked hours relative standard deviation the labour productivity worked hours correlation and the mark up output correlation with two independent shocks one real more specifically defined than the solow residual and one nominal the model gives an answer to some empirical puzzles which were left unexplained by traditional rbc models

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

the non optimality of proposed monetary policy rules under timeless perspective commitment abstract in a near canonical forward looking model the timeless perspective form of commitment typically provides outcomes that are on average superior to those resulting from discretion the specific condition that appears in the literature is however not optimal from the relevant perspective

how forward looking is optimal monetary policy we calculate optimal monetary policy rules for several variants of a simple optimizing model of the monetary transmission mechanism with sticky prices and or wages we show that robustly optimal rules can be represented by interest rate feedback rules that generalize the celebrated proposal of taylor 1993 optimal rules however require that the current interest rate operating target depend positively on the recent past level of the operating target and its recent rate of increase in a way that is characteristic of estimated central bank reaction functions but not of taylor s proposal we furthermore find that a robustly optimal policy rule is almost inevitably an implicit rule that requires the central bank to use a structural model to project the economy s evolution under the contemplated policy action however calibrated examples suggest that optimal rules place less weight on projections of inflation or output many quarters in the future than do rules often discussed in the literature on inflation targeting or in the current practice of inflation forecast targeting central banks

election uncertainty economic policy uncertainty and financial market uncertainty a prediction market analysis abstract we examine the relationship between election uncertainty economic policy uncertainty and financial market uncertainty in a prediction market analysis covering seven us presidential election campaigns we argue theoretically that changes in the incumbent party re election probability should be a key driver of changes in policy uncertainty consistent with this theory we find that a large portion of changes in financial uncertainty in the final stages of election campaign seasons is explained by changes in the probability of the incumbent party getting re elected our findings suggest that the incumbent party election probability derived from prediction markets is an important measure of economic policy uncertainty in the days leading up to us elections

nominal price rigidity money supply endogeneity and business cycles abstract this paper investigates the ability of nominal price rigidity to explain the co movement of inflation with the cyclical component of output observed in the post war u s data a dynamic general equilibrium model is constructed with the introduction of monopolistic competition and nominal price rigidity in a standard real business cycle model allowing for an endogenous money supply rule it is then demonstrated that sticky price models can explain the observed associations between movements in inflation and output much better than flexible price models this result depends little on whether money supply is assumed to be endogenous or not

price level targeting and stabilisation policy a survey this paper surveys recent articles on the costs and benefits of price level targeting focusing its use as a tool for stabilisation policy it discusses how price level targeting can affect the short run trade off between output and inflation variability by influencing inflation expectations it reviews how assigning an explicit price level target to a central bank that is unable to commit to its future policies can improve economic performance it surveys other potential benefits and costs among the costs it underlines the importance of perfectly rational expectations for the optimality of price level targeting and an exacerbation of the time inconsistency problem

the predictive power of implied volatility evidence from 35 futures markets abstract using data from 35 futures options markets from eight separate exchanges we test how well the implied volatilities ivs embedded in option prices predict subsequently realized volatility rv in the underlying futures we find that for this broad array of futures options iv performs well in a relative sense for a large majority of the commodities studied the implieds outperform historical volatility hv as a predictor of the subsequently rv in the underlying futures prices over the remaining life of the option indeed in most markets examined regardless of whether it is modeled as a simple moving average or in a garch framework hv contains no economically significant predictive information beyond what is already incorporated in iv these findings add to previous research that has focused on currency and crude oil futures by extending the analysis into a very broad array of contracts and exchanges our results are consistent with the hypothesis that futures options markets in general with their minimal trading frictions are efficient

openness imperfect exchange rate pass through and monetary policy abstract this paper analyses the implications of imperfect exchange rate pass through for optimal monetary policy in a linearised open economy dynamic general equilibrium model calibrated to euro area data imperfect exchange rate pass through is modelled by assuming sticky import price behaviour the degree of domestic and import price stickiness is estimated by reproducing the empirical identified impulse response of a monetary policy and exchange rate shock conditional on the response of output net trade and the exchange rate it is shown that a central bank that wants to minimise the resource costs of staggered price setting will aim at minimising a weighted average of domestic and import price inflation

real wage rigidities and the new keynesian model most central banks perceive a trade off between stabilizing inflation and stabilizing the gap between output and desired output however the standard new keynesian framework implies no such trade off in that framework stabilizing inflation is equivalent to stabilizing the welfare relevant output gap in this paper we argue that this property of the new keynesian framework which we call the divine coincidence is due to a special feature of the model the absence of nontrivial real imperfections we focus on one such real imperfection namely real wage rigidities when the baseline new keynesian model is extended to allow for real wage rigidities the divine coincidence disappears and central banks indeed face a trade off between stabilizing inflation and stabilizing the welfare relevant output gap we show that not only does the extended model have more realistic normative implications but it also has appealing positive properties in particular it provides a natural interpretation for the dynamic inflation unemployment relation found in the data

how important is precommitment for monetary policy we quantify the welfare differential between precommitment and discretionary monetary policy in three estimated models of the u s economy by calculating the permanent deviation of inflation from target that in welfare terms is equivalent to moving from discretion to precommitment using a range of reasonable central bank preference parameters this inflation equivalent ranges from 0 05 to 3 6 percentage points with a mid point of either 0 15 or 1 1 5 percentage points depending on the model in addition to the degree of forward looking behavior we show that the existence of transmission lags and or information lags is crucial for determining the welfare gain from precommitment

solution and estimation of re macromodels with optimal policy macro models of monetary policy typically involve forward looking behavior except in rare circumstances we have to apply some numerical method to find the optimal policy and the rational expectations equilibrium this paper summarizes a few useful methods and shows how they can be combined with a kalman filter to estimate the deep model parameters with maximum likelihood simulations of a macro model with staggered price setting interest rate elastic output and optimal monetary policy illustrate the properties of this estimation approach

inflation forecast targeting implementing and monitoring inflation targets abstract inflation targeting is shown to imply inflation forecast targeting the central bank s inflation forecast becomes an explicit intermediate target inflation forecast targeting simplifies both implementation and monitoring of monetary policy the weight on output stabilization determines how quickly the inflation forecast is adjusted towards the inflation target money growth or exchange rate targeting is generally inferior than inflation targeting and leads to higher inflation variability commitment to target rules may be better than commitment to instrument rules

learning monetary policy and asset prices this working paper should not be reported as representing the view s of the imf the views expressed in this working paper are those of the author s and do not necessarily represent those of the imf or imf policy working papers describe research in progress by the author s and are published to elicit comments and to further debate

is inflation sticky abstract new keynesian sticky price models predict that monetary policy can affect real variables however they also predict that inflation can be reduced without depressing output or employment in fact bringing down inflation is costly presenting a challenge to the new keynesian model two departures from the new keynesian model predict costly disinflation one assumes sticky inflation rather than sticky prices while the other assumes less than perfectly rational expectations taking into account information from surveys of inflation expectations i find the evidence suggests that inflation is not sticky and that inflation expectations are less than perfectly rational

the un importance of forward looking behavior in price specifications the seminal work of edmund s phelps 1978 john b taylor 1980 and guillermo a calvo 1983 developed forward looking models of price determination that imparted inertia to the price level these models incorporate expectations of future prices and excess demand by imposing constraints typically lag lead symmetry constraints that force future variables to enter the specification in this paper the author tests the empirical significance of future prices in specifications like those of taylor he finds that expectations of future prices are empirically unimportant in explaining price and inflation behavior however the dynamics of a model that includes a purely backward looking inflation specification differ substantially and not altogether pleasingly from those with a forward looking specification copyright 1997 by ohio state university press

monetary policy for inattentive economies we offer a contribution to the analysis of optimal monetary policy we begin with a critical assessment of the existing literature arguing that most work is based on implausible models of inflation output dynamics we then suggest that this problem may be solved with some recent behavioral models which assume that price setters are slow to incorporate macroeconomic information into the prices they set a specific such model is developed and used to derive optimal policy in response to shocks to productivity and aggregate demand optimal policy is price level targeting base drift in the price level which is implicit in the inflation targeting regimes currently used in many central banks is not desirable in this model when shocks to desired markups are added optimal policy is flexible targeting of the price level that is the central bank should allow the price level to deviate from its target for a while in response to these supply shocks but it should eventually return the price level to its target path optimal policy can also be described as an elastic price standard the central bank allows the price level to deviate from its target when output is expected to deviate from its natural rate

euro area inflation persistence in an estimated nonlinear dsge model abstract we estimate the approximate non linear solution of a small dsge model on euro area data using the conditional particle filter to compute the model likelihood our results are consistent with previous findings based on simulated data suggesting that this approach delivers sharper inference compared to the estimation of the linearised model we also show that the non linear model can account for richer economic dynamics the impulse responses to structural shocks vary depending on initial conditions selected within our estimation sample

the relation between implied and realized volatility abstract previous research finds the volatility implied by s p 100 index option prices to be a biased and inefficient forecast of future volatility and to contain little or no incremental information beyond that in past realized volatility in contrast we find that implied volatility outperforms past volatility in forecasting future volatility and even subsumes the information content of past volatility in some of our specifications our results differ from previous studies because we use longer time series and nonoverlapping data a regime shift around the october 1987 crash explains why implied volatility is more biased in previous work

price level determinacy with an interest rate policy rule and rational expectations abstract this paper reconsiders a result obtained by sargent and wallace namely that price level indeterminacy obtains in their model if the monetary authorities adopt a feedback rule for the interest rate rather than the money stock it is shown that the indeterminacy vanishes if the interest rate rule is chosen so as to have a desired effect on the expected quantity of money demanded this holds even if considerable weight is given in the choice of a rule to the aim of smoothing interest rate fluctuations

forecasting stock return variance toward an understanding of stochastic implied volatilities we examine the behavior of measured variances from the options market and the underlying stock market under the joint hypotheses that markets are informationally efficient and that option prices are explained by a particular asset pricing model forecasts from time series models of the stockreturn process should not have predictive content given the market forecast as embodied in option prices both in sample and out of sample tests suggest that this hypothesis can be rejected using simulations we show that biases inherent in the procedure we use to imply variances cannot explain this result thus we provide evidence inconsistent with the orthogonality restrictions of option pricing models that assume that variance risk is unpriced these results also have implicationsfor optimal variance forecast rules

monetary and fiscal policy in a liquidity trap with inflation persistence abstract this paper relies on the new keynesian model with structural inflation persistence to characterize the optimal monetary and fiscal policy in a liquidity trap it shows that with a phillips curve that is both forward and backward looking the monetary policy that is implemented during a liquidity trap episode can be sufficient to avoid a depression the central bank does not need to commit beyond the end of the crisis to get some traction on economic activity regarding fiscal policy inflation persistence justifies some front loading of government expenditures to get inflation started such as to reduce the real interest rate the magnitude of the optimal fiscal stimulus is decreasing in the degree of inflation persistence finally if inflation persistence is due to adaptive expectations rather than to price indexation then monetary policy is ineffective while the optimal fiscal stimulus is large and heavily front loaded

exploring international differences in inflation dynamics abstract standard closed economy dsge models have difficulty replicating the persistence of inflation we use a multicountry dataset to establish some empirical regularities on persistence and volatility of aggregate consumer prices for 135 countries since 1993 we find both persistence and volatility to be low high in developed developing countries relative to the full sample average this pattern is also observed in low high inflation countries we then employ a two country dsge framework to investigate the extent to which structural open economy features such as incomplete exchange rate pass through the existence of nontraded goods and international financial market incompleteness can help in replicating the persistence and volatility of consumer prices our simulation results indicate that the model can replicate the degree of inflation persistence seen in the data for both developed and developing countries but cannot generate the low levels of volatility observed in developed economies

volatility in crude oil futures a comparison of the predictive ability of garch and implied volatility models the wti future contract quoted at the nymex is the most actively traded instrument in the energy sector this paper compares the predictive ability of two approaches which can be used to forecast volatility garch type models where forecasts are obtained after estimating time series models and an implied volatility model where forecasts are obtained by inverting one of the models used to price options although the main scope of the research discussed here is to evaluate which model produces the best forecast of volatility for the wti future contract evaluated according to statistical and regression based criteria we also investigate whether volatility of the oil futures are affected by asymmetric effects whether parameters of the garch models are influenced by the distribution of the errors and whether allowing for a time varying long run mean in the volatility produces any improvement on the forecast obtained from garch models

inflexible prices and procyclical productivity hall has shown that with perfect competition and price flexibility total factor productivity measured using labor s share either in revenues or in costs will be acyclical regardless of the level of labor hoarding we show that if firms producing a homogeneous good under constant returns must pick their prices before demand is known both measures of productivity become procyclical the model implies that productivity should be more procyclical the more important is labor hoarding empirically productivity is more procyclical in industries and in nations where labor hoarding appears more important

predicting volatility in the foreign exchange market measures of volatility implied in option prices are widely believed to be the best available volatility forecasts in this article we examine the information content and predictive power of implied standard deviations isds derived from chicago mercantile exchange options on foreign currency futures the article finds that statistical time series models even when given the advantage of ex post parameter estimates are outperformed by isds isds however also appear to be biased volatility forecasts using simulations to investigate the robustness of these results the article finds that measurement errors and statistical problems can substantially distort inferences even accounting for these however isds appear to be too variable relative to future volatility it is widely believed that the volatility implied in option prices is the market s best estimate of future volatility after all if it were not one could devise a trading strategy that could generate profits by identifying mispriced options the purpose of this article is to investigate the information content and predictive power of volatility implied in options on foreign currencies the paper focuses on options on currency futures traded on the chicago mercantile exchange cme because of the depth and liquidity of cme futures and options traded side by side in the same market implied standard deviations isds allow for clean tests of the predictive power of implied volatilities early studies of the information content of isds have generally found that these contain substantial information for future volatility latane and rendleman 1976 chiras and manaster 1978 and beckers 1981 for example regress future volatility on the weighted implied volatility across a broad sample of chicago board options exchange cboe stocks and find that options contain volatility forecasts that are more accurate than historical measures 1 these studies performed shortly after the 1973 beginning of the cboe option market could only use a relatively short time span and therefore focused on cross sections rather than time series predictions

the information content of implied volatilities and model free volatility expectations evidence from options written on individual stocks abstract we measure the volatility information content of stock options for individual firms using option prices for 149 us firms and the s p 100 index we use arch and regression models to compare volatility forecasts defined by historical stock returns at the money implied volatilities and model free volatility expectations for every firm for 1 day ahead estimation a historical arch model outperforms both of the volatility estimates extracted from option prices for 36 of the firms but the option forecasts are nearly always more informative for those firms that have the more actively traded options when the prediction horizon extends until the expiry date of the options the option forecasts are more informative than the historical volatility for 85 of the firms however at the money implied volatilities generally outperform the model free volatility expectations

should central banks target consumer prices or the exchange rate in this article we consider two arguments suggesting that monetary authorities in an open economy should target output price inflation and not consumer price inflation the first suggests that output price inflation corresponds to the distortions caused by price rigidity the second shows how policy rules involving consumer price inflation can induce instability because of the feedback from interest rates to consumer price inflation via the exchange rate we examine both arguments in the context of an open economy which is subject to a range of shocks we show that both arguments remain robust but that there is a case for including a terms of trade or real exchange rate gap term in the authorities welfare function alongside the output gap and output price inflation

new keynesian economics and the phillips curve models with sticky prices are an important part of new keynesian economics the author shows that several of the new keynesian models imply a formulation that is similar to the expectations augmented phillips curve of milton friedman and edmund phelps he then presents new estimates of the new keynesian phillips curve the author uses two proxies for price expectations survey based measures and an econometric based measure originally developed by bennett mccallum 1976 overall the results are consistent with the model but the survey based results are more precise suggesting that the surveys may be better measures of actual expectations copyright 1995 by ohio state university press

optimal monetary policy with countercyclical credit spreads we study optimal monetary policy in a new keynesian dynamic stochastic general equilibrium dsge model with a credit channel and relationship lending in banking we show that borrowers bank specific deep habits give rise to countercyclical credit spreads which in turn make optimal monetary policy depart substantially from price stability under both discretion and commitment our analysis shows that the welfare costs of setting monetary policy under discretion with respect to the optimal ramsey plan and of using simpler suboptimal policy rules are strictly increasing in the magnitude of deep habits in credit markets and market power in banking

average inflation targeting and interest rate smoothing abstract we study the welfare implication of average inflation targeting as a simple interest rate rule in which the monetary authority adjusts its short term policy rate in response to the output gap as well as average inflation deviation from its target instead of reacting to the contemporaneous inflation rate as in a taylor type rule we find that the welfare improvement achieved by switching to average inflation targeting from a standard taylor rule is modest with a high degree of interest rate smoothing whereas it is significant without interest rate smoothing we show that average inflation targeting is welfare improving in the same way as interest rate smoothing by making the conduct of monetary policy history dependent thus the high degree of monetary policy inertia in the estimated interest rate rules in many advanced economies implies that the welfare gain from adopting the average inflation targeting rule would be minimal

the relation between price and marginal cost in u s industry an examination of data on output and labor input reveals that some u s industries have marginal cost well below price the conclusion rests on the finding that cyclical variations in labor input are small compared with variations in output in booms firms produce substantially more output and sell it for a price that exceeds the costs of the added inputs the paper documents the disparity between price and marginal cost where marginal cost is estimated from annual variations in cost it considers a variety of explanations of the findings that are consistent with competition but none is found to be completely plausible

monetary politics and unemployment persistence abstract this paper develops a positive model of monetary policy that allows for persistent unemployment and electoral uncertainty the common credibility problem associated with low inflation monetary policy results in both a more severe inflation bias and a stabilization bias however a simple state contingent performance contract eliminates both biases monetary policy is also subject to two different strategic political considerations it is used to influence future policy decisions as well as to increase the incumbent party s probability of re election this results in a political business cycle which however is fundamentally different for left wing and right wing governments

unemployment insurance in a sticky price model with worker moral hazard abstract this paper studies the role of unemployment insurance in a sticky price model that features an efficiency wage view of the labor market based on unobservable effort the risk sharing mechanism central to the model permits but does not force agents to be fully insured structural parameters are estimated using a maximum likelihood procedure on us data formal hypothesis tests reveal that the data favor a model in which agents only partially insure each other against employment risk the results also show that limited risk sharing helps the model capture many salient properties of the business cycle that a restricted version with full insurance fails to explain

unspanned stochastic volatility and the pricing of commodity derivatives commodity derivatives are becoming an increasingly important part of the global derivatives market here we develop a tractable stochastic volatility model for pricing commodity derivatives the model features unspanned stochastic volatility quasi analytical prices of options on futures contracts and dynamics of the futures curve in terms of a low dimensional affine state vector we estimate the model on nymex crude oil derivatives using an extensive panel data set of 45 517 futures prices and 233 104 option prices spanning 4082 business days we find strong evidence for two predominantly unspanned volatility factors jel g13

productivity shocks and real business cycles abstract productivity shocks play a central role in real business cycles as an exogenous impulse to macroeconomic activity however measured solow prescott residuals do not behave as an exogenous impulse rather econometric evidence provided in this paper indicates that 1 money interest rates and government spending granger cause these impulses and 2 a substantial component of the variance of these impulses between one quarter and one half is attributable to variations in aggregate demand these results are robust to a number of econometric issues including measurement errors specification of the production function and certain forms of omitted real variables

a happy half way house medium term inflation targeting in new zealand abstract the 2002 policy targets agreement pta between the government and central bank of new zealand asks the central bank to target inflation over the medium term rather than over an annual target delegating such a medium term objective to the central bank shifts inflation targeting towards a halfway house between inflation targeting and price level targeting we show empirically that this helps time consistent policy approximate the first best commitment policy even when the government asks the central bank to weight output stabilisation differently to society we estimate the new zealand economy with a small open economy dsge model and show that the happiest halfway house is located around a two year averaging horizon at most which leads to mild improvements in monetary policy efficiency

deconstructing the success of real business cycles i introduction a major achievement of real business cycle rbc models has been their success at elegantly explaining a remarkably large fraction of business cycle fluctuations in aggregate variables based solely on exogenous variation in productivity in particular the rbc literature has emphasized the ability of models driven by productivity shocks to explain the historically observed paths of macroeconomic variables a method introduced by plosser 1989 in a recent paper in the handbook of macroeconomics king and rebelo 1999 remark on the dramatic correspondence between simulations of the us economy produced by the rbc model and the actual data when productivity shocks are remeasured and the bare bones model is augmented with the assumptions of indivisible labor and variable capital utilization rbc models explain the comovement of a multiplicity of macroeconomic variables consumption output labor supply investment wages productivity etc with a single exogenous shock series in other words they reduce a more than five dimensional problem to one dimension of unexplained variation the contribution of the rbc methodology to the business cycle literature can be thought of in two parts first rbc models adopt a basic dynamic stochastic general equilibrium framework that has now become standard in the macroeconomics business cycle literature including new keynesian models second the rbc literature emphasizes the importance of the productivity shock this paper investigates the question of how much of the success of rbc according to standard rbc evaluation techniques arises from the basic form of the dynamic stochastic general equilibrium model versus the specific role of the productivity shock the answer to this question says something both about the nature of the dynamic stochastic general equilibrium models used in macroeconomics as well as about the standard rbc tests used to evaluate these models the models considered in this paper all have the basic form of the high substitution rbc model developed by king and rebelo 1999 i consider both the original form of this model as well as a monetary business cycle mbc version of the model augmented with a calvo phillips curve and a standard taylor rule specification of monetary policy i adopt the procedure of remeasuring the business cycle shocks to perfectly match the observed output series by king and rebelo 1999 i consider the models success at explaining the behavior of macroeconomic variables given a variety of specifications of shocks productivity shocks monetary shocks to the taylor rule cost push shocks and preference shocks this exercise shows that any of the models with remeasured shocks is able to successfully explain the empirical dynamics of the real variables the monetary model with remeasured shocks is if anything more empirically successful than the rbc model since it is also able to explain the behavior of inflation and the nominal interest rate in the volcker greenspan era thus this paper adds concreteness to work by hansen and heckman 1996 and fair 1992 suggesting that the rbc standards for evaluating models may be too weak by showing that important classes of business cycle models cannot be distinguished using standard rbc evaluation techniques the mbc models considered in this paper have the same basic structure as the model presented in rotemberg and woodford 1997 the most closely related paper to the present work is perhaps the innovative paper by hairault and portier 1993 which evaluates the performance of a mbc model when presented with various combinations of estimated monetary and productivity shocks unlike the present paper however the success of the models is evaluated according to their second moment properties the paper proceeds as follows section ii presents the model which consists of a household sector a firm sector and a central bank

resuscitating the ad hoc loss function for monetary policy analysis working with micro founded loss functions to derive and analyse optimal policy ensures consistency with the model used and overcomes the misleading prescriptions that result from using exogenous ad hoc loss functions however when allowance is made for the fact that different theories of inflation persistence can result in the same observationally equivalent hybrid new keynesian phillips curve such conclusions may no longer hold each theory implies its own loss function and will therefore result in different policy prescriptions in this paper i analyse the welfare consequences of using ad hoc loss functions versus the micro founded but potentially incorrect policy objectives

smoothed interest rate setting by central banks and staggered loan contracts i investigate a new source of economic stickiness namely staggered loan interest rate contracts under monopolistic competition this study introduces this mechanism into a standard new keynesian model simulations show that a response to a financial shock is greatly amplified by the staggered loan contracts although a response to a productivity cost push or monetary policy shock is not much affected i derive an approximated loss function and analyse optimal monetary policy unlike other models the function includes a quadratic loss of the first order difference in loan rates thus central banks have an incentive to smooth the policy rate

economics of efficiency measurement by the dea approach three aspects of efficiency measurement by data envelopment analysis are discussed here analytically these aspects comprise output specific input allocations by each firm flexibility in the production process and the role of learning by doing in efficiency improvement

u s equity and commodity futures markets hedging or financialization abstract in this paper we investigate the hedging versus the financialization nature of commodity futures vis a vis the equity market using a arma filter based correlation approach our results suggest that while gold futures are typically seen as a hedge against unfavorable fluctuations in the stock market the majority of commodity futures appears to be treated as a separate asset class in line with their increasing financialization our results are robust to the presence of inflation highlight the hedging role played by fuel energy commodity futures in the nineties and reveal that the commodity financialization boosted since the 2000s we also show that gold futures are partially a safe haven for equity investments in the short term but not in the mid term finally we uncover some hedging financialization of crude oil futures associated to global demand oil supply shocks

asset pricing implications of a new keynesian model to match the stylised facts of goods and labour markets the canonical new keynesian model augments the optimising neoclassical growth model with nominal and real rigidities we ask what the implications of this type of model are for asset prices using a second order numerical solution to the model we examine bond and equity returns the equity risk premium and the behaviour of the real and nominal term structure we catalogue the factors that are most important for determining the size of risk premia and the slope and level of the yield curve in a world of technology shocks only increasing the degree of real rigidities raises risk premia and increasing nominal rigidities reduces risk premia in a world of monetary policy shocks only both real and nominal rigidities raise risk premia the results indicate that the implications of the new keynesian model for average asset returns depend critically on the

does self fulfilment of the inflation expectation exist abstractthis study examines the causal relationship between the actual and expected inflation in the u s using the bootstrap granger full sample causality test and sub sample rolling window estimation test to illustrate the self fulfilment of inflation expectations the full sample result indicates that there is a bidirectional causality between the actual and expected inflation showing the possibility of self fulfilment of inflation expectations which illustrates that inflation is driven by inflation expectation however considering structural changes in two series we find that the short run causal nexus between the actual and expected inflation using full sample data are fraudulent by adopting a time varying rolling window approach to revisiting the dynamic causal relationships this article identifies that the actual inflation has both positive and negative impacts on the expected inflation in distinct sub periods nevertheless inflation expectation exerts only negative effects on the actual inf

inflation dynamics marginal cost and the output gap evidence from three countries recent studies have argued that the new keynesian phillips curve calvo pricing model is empirically valid provided that real marginal cost rather than detrended output is used as the variable driving inflation one interpretation of this result is that real marginal cost is not closely related to the output gap and so models for monetary policy need to include labormarket rigidities an alternative interpretation is that marginal cost and the output gap are closely related but that the latter needs to be measured in a manner consistent with dynamic general equilibrium models to date there has been little econometric investigation of this alternative interpretation this paper provides estimates of the new keynesian phillips curve for the u s the u k and australia using theory consistent estimates of the output gap using this theory to measure the output gap leads to a considerable improvement in the empirical performance of output gapbased phillips curves

were there regime switches in u s monetary policy working paper 2004 14 june 2004 abstract a multivariate model identifying monetary policy and allowing for simultaneity and regime switching in coefficients and variances is confronted with u s data since 1959 the best fit is with a model that allows time variation in structural disturbance variances only among models that also allow for changes in equation coefficients the best fit is for a model that allows coefficients to change only in the monetary policy rule that model allows switching among three main regimes and one rarely and briefly occurring regime the three main regimes correspond roughly to periods when most observers believe that monetary policy actually differed and the differences in policy behavior are substantively interesting though statistically ill determined the estimates imply monetary targeting was central in the early 80s but was also important sporadically in the 70s the changes in regime were essential neither to the rise in inflation in the 70s nor to its decline in the 80s jel classification e52 e47 c53 key words counterfactuals lucas critique policy rule monetary targeting simultaneity volatility model comparison i the debate over monetary policy change in an influential paper clarida gali and gertler 2000 cgg presented evidence that us monetary policy changed between the 1970 s and the 1980 s indeed that in the 70 s it was drastically worse they found that the policy rule apparently followed in the 70 s was one that when embedded in most stochastic general equilibrium models would imply non uniqueness of the equilibrium and hence vulnerability of the economy to sunspot fluctuations of arbitrarily large size their estimated policy rule for the later period on the other hand eliminated this indeterminacy these results are a possible explanation of the volatile and rising inflation of the 70 s and of its subsequent decline the cgg analysis has two important weaknesses one is that it fails to account for stochastic volatility us macroeconomic variables and particularly the federal funds rate have gone through periods of tranquility and of agitation with forecast error variances varying greatly from period to period ignoring such variation does not lead to inconsistent estimates of model parameters when the forecasting equations themselves are constant but it strongly biases toward a finding of changed parameters tests of the stability of the forecasting equations the other weakness is that the cgg analysis rests on powerful and implausible identifying assumptions they require that we accept that the response of the monetary authority to expected future inflation and output does not depend on the recent history of inflation money growth or output it is hard to understand why this should be so especially in the 70 s when monetarism was a prominent theme in policy debates congress was requiring reports from the fed of projected time paths of monetary aggregates and financial markets were reacting sensitively to weekly money supply numbers the requirement for existence and uniqueness of equilibrium in dynamic models is that the monetary policy rule show a more than unit response of interest rates to the sum of the logs of all nominal variables that appear on the right hand side of the reaction function if we force a particular measure of expected future inflation to proxy for all the nominal variables that actually appear independently in the reaction function we are bound to get distorted conclusions on the one hand because expected future inflation will be a noisy measure of the full set of nominal influences on policy we might get downward bias in our estimates from the usual errorsin variables effect on the other hand to the extent that expected future inflation like most expected future values shows less variation than current nominal variables we could find a mistaken scaling up of coefficients

the predictive ability of relative efficiency for future earnings an application using data envelopment analysis to spanish smes research on earnings prediction has documented that the transitory component of current earnings undermines its predictive ability about future earnings the implication of this finding is that a measure that better captures the underlying persistent component of earnings may prove very useful in predicting future earnings when used along with current earnings our study based on a large sample of 1939 spanish small and medium enterprises smes investigates whether an alternative measure of performance ignored in previous research on earnings forecasting i e relative efficiency has predictive ability over and above current earnings and book value of equity relative efficiency captures the inherent ability of a firm as compared to other similar firms to make the most productive use of available resources and is measured using data envelopment analysis dea nonparametric technique our findings highlight that our dea based efficiency measure has an incremental predictive ability over and above current

global factors uncertainty weather conditions and energy prices on the drivers of the duration of commodity price cycle phases abstract we investigate the role of global factors in explaining the length of commodity price cycle phases using a continuous time weibull duration model and data for a panel of 33 countries over the period 1980q1 2015q4 we find evidence of increasing constant positive duration dependence for commodity price booms and busts normal time spells global macroeconomic conditions in particular inflation economic policy uncertainty and monetary policy actions significantly affect the duration of all commodity price cycle phases global environmental conditions also impact the duration of commodity price booms with a rise in average temperature rainfall increasing reducing their length a rise in the number of military conflicts around the globe is associated with shorter booms and busts finally we find that a rise in oil prices is linked with longer booms and shorter busts

the effect of discounting on policy choices in inflation targeting regimes very similar for a wide range of preferences of the monetary authority with respect to inflation and output stability we show that when the authority discounts the future outcomes become more sensitive to its preferences and that it is important to take the discount rate into account when examining the question of how the authority s remit should be specified this article addresses a significant result concerning the current uk monetary arrangements derived by bean 1998 he first argues that these arrangements are likely to ensure that the monetary policy committee does not target excess output and so does not face a credibility problem the main result of bean s paper is that if there is no credibility problem the variances of inflation and output obtained by a policy maker are largely independent of its preferences as a result it does not matter that the inflation remit does not specify the relative weight that the bank of england should place on output volatility vis a vis inflation volatility this finding is obtained under the assumption that the authority does not discount the future the purpose of the present article is to show that bean s result is not robust to the relaxation of this assumption with discounting policy outcomes do depend significantly on policy maker preferences the article also shows that this effect of discounting remains true when bean s model is extended to include both forward looking behaviour and effects of exchange rate changes in an open economy in practice current arrangements do little to ensure that planning horizons are long in the uk members of the monetary policy committee are appointed for a term of three years and so the average remaining term of existing members is one and a half years

understanding real business cycles he 1 960s were a time of great optimism for macroeconomists many economists viewed the business cycle as dead the keynesian model was the reigning paradigm and it provided all the necessary instructions for manipulating the levers of monetary and fiscal policy to control aggregate demand inflation occurred if aggregate demand was stimulated excessively and unemployment arose if demand was insufficient the only dilemma faced by policymakers was determining the most desirable location along this inflation unemployment tradeoff or phillips curve the remaining intellectual challenge was to establish coherent microeconomic foundations for the aggregate behavioral relations posited by the keynesian framework but this was broadly regarded as a detail that should not deter policymakers in their efforts to stabilize the economy the return of the business cycle in the 1970s after almost a decade of economic expansion and the accompanying high rates of inflation came as a rude awakening for many economists it became increasingly apparent that the basic keynesian framework was not the appropriate vehicle for understanding what happens during a business cycle nor did it seem capable of providing the empirically correct answers to questions involving changes in the economic environment or changes in monetary or fiscal policy the view that keynesian economics was an empirical success even if it lacked sound theoretical foundations could no longer be taken seriously the essential flaw in the keynesian interpretation of macroeconomic phenomenon was the absence of a consistent foundation based on the choice theoretic framework of microeconomics two important papers one by milton friedman 1968 and the other by robert lucas 1976 forcefully demonstrated examples of