the fisher hypothesis and the forecastability and persistence of inflation abstract for the period 1860 to 1939 the simple correlation of the u s commercial paper rate with the contemporaneous inflation rate is 0 17 the corresponding correlation for the period 1950 to 1979 is 0 71 this paper attributes this apparent change in the fisher relation to differences in the stochastic process of inflation rather than a change in any structural relationship between interest rates and expected inflation contrary to recent claims in the literature there is little evidence of inflation non neutrality in data from the pre world war i period

optimal disinflation in new keynesian models abstract central bankers conventional wisdom suggests that nominal interest rates should be raised to attain a lower inflation target in contrast i show that the standard new keynesian monetary model with rational expectations and full credibility predicts that nominal interest rates should be decreased to attain this goal real interest rates however are virtually unchanged these results also hold in recent vintages of new keynesian models with sticky wages price and wage indexation and habit formation in consumption

escape dynamics in learning models this article illustrates and characterizes how adaptive learning can lead to recurrent large fluctuations learning models have typically focused on the convergence of beliefs towards an equilibrium however in stochastic environments there may be rare but recurrent episodes where shocks cause beliefs to escape from the equilibrium generating large movements in observed outcomes i characterize the escape dynamics by drawing on the theory of large deviations developing new results which make this theory directly applicable in a class of learning models the likelihood frequency and most likely direction of escapes are all characterized by a deterministic control problem i illustrate my results with two simple examples

reconsidering the role of money for output prices and interest rates abstract new keynesian models of monetary policy downplay the role of monetary aggregates in the sense that the level of output prices and interest rates can be determined without knowledge of the quantity of money this paper evaluates the empirical validity of this prediction by studying the effects of shocks to monetary aggregates using a vector autoregression var shocks to monetary aggregates are identified by the restrictions suggested by new keynesian monetary models contrary to the theoretical predictions shocks to broad monetary aggregates have substantial and persistent effects on output prices and interest rates

endogenous monetary policy with unobserved potential output this paper characterizes monetary policy when policymakers are uncertain about the extent to which fluctuations in output and inflation are due to changes in potential output or to cyclical demand and cost shocks our results suggest an explanation for the inflation of the 1970s and the price stability of the 1990s it is shown that 1 policy is likely to be excessively loose for some time when there is a large decrease in potential output in comparison to a full information benchmark 2 retrospective policy errors and errors in forecasting potential output and the output gap are generally serially correlated 3 the increase in the fed s conservativeness between the 1970s and the 1990s implies that the information problem had greater consequences in the former period

testing commitment models of monetary policy evidence from oecd economies in ation rates in a number of oecd follow a common trend over the past four decades in ation starts out low in the 1960s rises for a time before peaking in the 1970s or early 1980s and then falls back to initial levels this similarity in the behavior of trend in ation suggests that any explanation of long run in ation trends ought to apply across oecd countries ireland 1999 shows that a simple time inconsistency model of monetary policy modifled to allow for a time varying nairu can explain long run trends in u s in ation in this paper we show that this result cannot serve as an explanation of the common trend in oecd in ation as it flts the data only in the u s we investigate two important variants of the hypothesis i that time inconsistency was an important component of central bank behavior in earlier decades but has become less signiflcant in recent years and ii that time inconsistency problems drive u s in ation which afiects in ation rates in other countries as a result of central bankers attempts to manage nominal exchange rate movements vis a vis the u s dollar we flnd that the flrst hypothesis flts the data no better than the baseline model we flnd some support for the international spillovers version of the model but the behavior of non u s central bankers with respect to domestic unemployment rates is not well described by the time inconsistency mechanism

horizons of understanding a review of ray fair s estimating how the macroeconomy works ray fair s estimating how the macroeconomy works is the latest in a series of books by fair that build estimate and apply his macroeconometric model to study the u s economy in this book fair updates the model to incorporate the most recent data and uses it to analyze several important empirical questions such as whether the u s economy moved into a new age of high productivity in the last half of the 1990s and the dynamics of prices output and unemployment this review places his work in the context of the historical evolution of aggregate econometric models compares it with the current developments in the estimation of dynamic stochastic general equilibrium models and discusses some salient aspects of fair s contributions

testing for indeterminacy an application to u s monetary policy reply this paper considers a prototypical new keynesian model in which the equilibrium is undetermined if monetary policy is passive the likelihood based estimation of dynamic equilibrium models is extended to allow for indeterminacies and sunspot fluctuations we construct posterior weights for the determinacy and indeterminacy region of the parameter space and estimates for the propagation of fundamental and sunspot shocks according to the estimated model u s monetary policy post 1982 is consistent with determinacy whereas the pre volcker policy is not we find that before 1979 indeterminacy substantially altered the propagation of shocks

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

monetary policy trend inflation and the great moderation an alternative interpretation with positive trend inflation the taylor principle does not guarantee a determinate equilibrium we provide new theoretical results on determinacy in new keynesian models with positive trend inflation and new empirical findings on the federal reserve s reaction function before and after the volcker disinflation to find that i while the fed likely satisfied the taylor principle before volcker the us economy was still subject to self fulfilling fluctuations in the 1970s ii the us economy switched to determinacy during the volcker disinflation and iii the switch reflected changes in the fed s response to macroeconomic variables and the decline in trend inflation jel e12 e23 e31 e32 e52

shocks and government beliefs the rise and fall of american inflation working paper 2004 22 september 2004 abstract the authors use a bayesian markov chain monte carlo algorithm to estimate a model that allows temporary gaps between a true expectational phillips curve and the monetary authority s approximating nonexpectational phillips curve a dynamic programming problem implies that the monetary authority s inflation target evolves as its estimated phillips curve moves the authors estimates attribute the rise and fall of post world war ii inflation in the united states to an intricate interaction between the monetary authority s beliefs and economic shocks shocks in the 1970s altered the monetary authority s estimates and made it misperceive the tradeoff between inflation and unemployment that misperception caused sharp rise in inflation in the 1970s the authors estimates indicate that policy makers updated their beliefs continuously by the 1980s policy makers beliefs about the phillips curve had changed enough to account for fed chairman paul volcker s conquest of u s inflation in the early 1980s jel classification e3 e5 key words updating beliefs policy evaluation self confirming equilibrium nash inflation ramsey outcomes i introduction today many statesmen and macroeconomists believe that inflation can largely be determined by a government monetary authority then why did the federal reserve board preside over high us inflation during the late 1960s and the 1970s and why under paul volcker did it rapidly bring inflation down during the early 1980s this paper answers these questions by estimating a model that features a particular process that makes a procession of economic shocks induce the monetary authority to alter its model of inflation unemployment dynamics the phillips curve at each date t the monetary authority updates its beliefs about the phillips curve and then recomputes a first period action recommended by a phelps problem a discounted dynamic programming problem that minimizes the expected value of a discounted quadratic loss function of inflation and unemployment 1 the monetary authority pursues the same objectives at each date using the same structural model with only its estimates of that model changing over time 2 this model of the systematic part of inflation puts the monetary authority s beliefs about the phillips curve front and center 3 we assume that the monetary authority s model of the phillips curve deviates in two subtle but important ways from what it would be in a rational expectations model e g kydland and prescott 1977 the first deviation is that while the true phillips curve is like kydland and prescott s we assume that the monetary authority omits the public s expected rate of inflation from its phillips curve by itself this omission need not prevent the outcomes of our model from coinciding with those of kydland and prescott s nor need it imply that the government s model is wrong in a way that could be detected from even an infinite sample whether the monetary authority s model is wrong in a statistically detectable way depends on how we allow the monetary authority to reestimate the parameters of its model in particular if the monetary authority were to believe that the coefficients of its phillips curve are constant over time then its estimates would converge to ones that support a self confirming equilibrium sce after convergence its estimated phillips curve would correctly describe occurrences along the sce path for inflation and unemployment such an after convergence version of our model has little hope of explaining the rise and fall of us inflation that model would have inflation fluctuating randomly around a constant sce level that coincides with kydland and prescott s time consistent suboptimal i e excessive level 4 this outcome motivates our second subtle deviation from a rational expectations equilibrium

bias in federal reserve inflation forecasts is the federal reserve irrational or just cautious abstract inflation forecasts of the federal reserve seem to have systematically under predicted inflation from the fourth quarter of 1968 until volcker s appointment as chairman and to systematically over predict it afterwards until the second quarter of 1998 furthermore under quadratic loss commercial forecasts seem to have information not contained in those forecasts to investigate the cause of this apparent irrationality this paper recovers the loss function implied by federal reserve s inflation forecasts the results suggest that the cost of having inflation above an implicit time varying target was larger than the cost of having inflation below it for the period since volcker and that the opposite was true for the pre volcker era once these asymmetries are taken into account the federal reserve s inflation forecasts are found to be rational

the uncertainty multiplier and business cycles abstract i study a business cycle model where agents learn about the fundamentals by accumulating capital during recessions agents invest less and this generates noisier estimates of macroeconomic conditions and an increase in uncertainty the endogenous increase in aggregate uncertainty further reduces economic activity and thus gives rise to a multiplier effect that amplifies aggregate fluctuations to discipline learning dynamics i parametrize the model so that it matches not only standard business cycle moments but also survey data on macroeconomic forecasts i find that the uncertainty multiplier amplifies output standard deviation by 16

shifts in us federal reserve goals and tactics for monetary policy a role for penitence during the fi rst period starting in the mid 1920s the federal reserve offi cial during the fi rst period starting in the mid 1920s the federal reserve offi cial policy was to support high quality bank lending but not speculative lending this policy was to support high quality bank lending but not speculative lending this goal was set aside once in 1927 in an episode that many observers then blamed for goal was set aside once in 1927 in an episode that many observers then blamed for the economic collapse that followed the fi nancial crash of 1929 the fed was then the economic collapse that followed the fi nancial crash of 1929 the fed was then reluctant to increase the funds available to banks through the early 1930s even as reluctant to increase the funds available to banks through the early 1930s even as the great depression ravaged the economy the fed s concern with the volume and the great depression ravaged the economy the fed s concern with the volume and quality of lending in the setting of monetary policy did eventually wither however quality of lending in the setting of monetary policy did eventually wither however this only seems to have happened after the publication of friedman and schwartz this only seems to have happened after the publication of friedman and schwartz 1963 a revisionist history of the great depression that blamed its depth on the 1963 a revisionist history of the great depression that blamed its depth on the fed s inappropriate focus on productive lending fed s inappropriate focus on productive lending in the second period after the experience of post world war ii infl ation the in the second period after the experience of post world war ii infl ation the federal reserve in the 1950s was highly concerned with infl ation and was willing to federal reserve in the 1950s was highly concerned with infl ation and was willing to raise interest rates and bring on recessions to nip even modest infl ation rates in the raise interest rates and bring on recessions to nip even modest infl ation rates in the bud this brought withering criticism for the federal reserve on the grounds that bud this brought withering criticism for the federal reserve on the grounds that the recessions of 1957 and 1960 had been unnecessary by the mid 1960s some fed the recessions of 1957 and 1960 had been unnecessary by the mid 1960s some fed offi cials seem to have developed an aversion to creating recessions as a method of offi cials seem to have developed an aversion to creating recessions as a method of

new keynesian models and monetary policy a re examination of the stylized facts using an empirical new keynesian model with optimal discretionary monetary policy we estimate key parameters the central bank s preference parameters the degree of forwardlooking behavior in the determination of inflation and output and the variances of inflation and output shocks to match some broad characteristics of u s data the parameterization we obtain implies a small concern for output stability but a large preference for interest rate smoothing and a small degree of forward looking behavior in price setting but a large degree of forward looking in the determination of output our methodology also allows us to carefully examine the consequences of alternative parameterizations and to provide intuition for our results

the quest for prosperity without inflation abstract in recent years activist monetary policy rules responding to inflation and the level of economic activity have been advanced as a means of achieving effective output stabilization without inflation advocates of such policies suggest that their flexibility may yield substantial stabilization benefits while avoiding the excesses of overzealous discretionary fine tuning such as is thought to characterize the experience of the 1960s and 1970s in this study i present evidence suggesting that these conclusions are misguided using an estimated model i show that when informational limitations are properly accounted for activist policies would not have averted the great inflation but instead would have resulted in worse macroeconomic performance than the actual historical experience the problem can be attributed in large part to the counterproductive reliance of these policies on the output gap the analysis suggests that the dismal economic outcomes of the great inflation may have resulted from an unfortunate pursuit of activist policies in the face of bad measurement specifically overoptimistic assessments of the output gap associated with the productivity slowdown of the late 1960s and early 1970s

escaping nash inflation an ordinary differential equation ode gives the mean dynamics that govern the convergence to self confirming equilibria of self referential systems under discounted least squares learning another ode governs escape dynamics that recurrently propel away from a self confirming equilibrium in a model with a unique self confirming equilibrium the escape dynamics make the government discover too strong a version of the natural rate hypothesis the escape route dynamics cause recurrent outcomes close to the ramsey commitment inflation rate in a model with an adaptive government

inferring monetary policy objectives with a partially observed state accounting for the uncertainty inherent in real time perceptions of the state of the economy is believed to be critical for the analysis of historical monetary policy we investigate this claim through the lens of a small scale new keynesian model with optimal discretionary policy and partial information about the state the model is estimated using maximum likelihood on us data over the volcker greenspan bernanke regime a comparison of our estimates to those from a version of the model with complete information reveals that under partial information i the federal reserve demonstrates a significant concern for stabilizing fluctuations in the output gap and ii the discrepancy between optimal and observed policy behavior is smaller

on the convergence of genetic learning in a double auction market abstract we study the learning behavior of a population of buyers and a population of sellers whose members are repeatedly randomly matched to engage in a sealed bid double auction the agents are assumed to be boundedly rational and choose their strategies by imitating successful behavior and adding innovations triggered by random errors or communication with other agents this process is modelled by a two population genetic algorithm a general characterization of the equilibria in mixed population distributions is given and it is shown analytically that only one price equilibria are attractive for the ga dynamics simulation results confirm these findings and imply that in cases with random initialization with high probability the gain of trade is equally split between buyers and sellers

the history of the phillips curve consensus and bifurcation while the early history of the phillips curve up to 1975 is well known less well understood is the post 1975 fork in the road the left fork developed a theory of policy responses to supply shocks in the context of price stickiness in the non shocked sector its econometric implementation interacts shocks with backward looking inertia the right fork approach emphasizes forward looking expectations that can jump in response to anticipated policy changes the left fork approach is better suited to explaining the postwar us inflation process while the right fork approach is essential for understanding behaviour in economies with unstable macroeconomic environments the history of the phillips curve pc has evolved in two phases before and after 1975 with a widespread consensus about the pre 1975 evolution which is well understood bifurcation begins in 1975 when the pc literature split down two forks of the road with little communication or interaction between the two forks the major contribution of this paper and hence the source of bifurcation in its subtitle is to examine contrast and test the contributions of the two post 1975 forks the pre 1975 history is straightforward and is covered in section i the initial discovery of the negative inflation unemployment relation by phillips popularized by samuelson and solow was followed by a brief period in which policy makers assumed that they could exploit the trade off to reduce unemployment at a small cost of additional inflation then the natural rate revolution of friedman phelps and lucas overturned the policy exploitable trade off in favour of long run monetary neutrality those who had implemented the econometric version of the trade off pc in the 1960s reeled in disbelief when sargent demonstrated the logical failure of their test of neutrality and finally were condemned to the wreckage of keynesian economics by lucas and sargent following the twist of the inflation unemployment correlation from negative in the 1960s to positive in the 1970s the architects of neutrality and the opponents of the keynesian trade off emerged triumphant with two major caveats that their own models based on information barriers were unconvincing and that their core result that business cycles were driven by monetary or price surprises floundered without supporting evidence after 1975 the evolution of the pc literature split in two directions each of which has largely failed to recognize the other s contributions section ii reviews the left fork of the road the revival of the pc trade off in a coherent and integrated dynamic aggregate supply and demand framework that emerged in the late 1970s in econometric tests in theoretical contributions and in intermediate macro textbooks this approach which i have called mainstream is resolutely keynesian because the inflation rate is dominated by persistence and inertia in the form of long lags on past inflation an important difference between the mainstream approach and other post 1975 developments is that the role of past inflation is not limited to the formation of expectations but also includes a pure persistence effect due to fixed duration wage and price contracts and lags between

optimal interest rate smoothing this paper considers the desirability of the observed tendency of central banks to adjust interest rates only gradually in response to changes in economic conditions it shows in the context of a simple model of optimizing private sector behaviour that assignment of an interest rate smoothing objective to the central bank may be desirable even when reduction of the magnitude of interest rate changes is not a social objective in itself this is because a response of policy to irrelevant lagged variables may be desirable owing to the way it steers private sector expectations of future policy

figuring out the fed beliefs about policymakers and gains from transparency in this paper i use a markov chain monte carlo algorithm to estimate a model of private sector behavior that does not feature private sector knowledge of the monetary policymaking process and instead leaves firms and households uncertain about how monetary policy is set the private sector entertains two competing views of monetary policymaking which i estimate firms and households use bayes law on a rolling data sample to distinguish between those two models i use this setup to study the evolution of beliefs about the federal reserve and the possible gains from transparency

does the time consistency problem explain the behavior of inflation in the united states abstract this paper derives the restrictions imposed by barro and gordon s theory of time consistent monetary policy on a bivariate time series model for inflation and unemployment and tests those restrictions using quarterly us data from 1960 through 1997 the results show that the data are consistent with the implications of the theory for the long run behavior of the two variables indicating that the theory can explain the initial rise and subsequent fall of inflation over the past four decades the results also suggest that the theory must be extended to account more fully for the short run dynamics that appear in the data

indeterminacy change points and the price puzzle in an estimated dsge model abstract we extend lubik and schorfheide s 2004 testing for indeterminacy an application to u s monetary policy american economic review 94 190 217 likelihood based estimation of dynamic stochastic general equilibrium dsge models under indeterminacy to encompass a sample period the includes both determinacy and indeterminacy by implementing a change point methodology chib s 1998 estimation and comparison of multiple change point models journal of econometrics 86 221 241 by letting the data provide estimates of the dates of the determinacy regimes and allowing the estimates of structural parameters to be the same across regimes we obtain more precise estimates of the differences in characteristics such as the impulse responses across the regimes the most striking finding about the indeterminacy regime which is estimated to coincide with the great inflation of the 1970s is that it exhibits the price puzzle in that the inflation rate rises immediately and in a sustained manner following a positive interest rate shock thus the price puzzle might have been a genuine phenomenon under indeterminacy rather than a false finding to be excised through specification search and parameter restrictions

what are the effects of fiscal policy shocks we propose and apply a new approach for analyzing the effects of fiscal policy using vector autoregressions specifically we use sign restrictions to identify a government revenue shock as well as a government spending shock while controlling for a generic business cycle shock and a monetary policy shock we explicitly allow for the possibility of announcement effects i e that a current fiscal policy shock changes fiscal policy variables in the future but not at present we construct the impulse responses to three linear combinations of these fiscal shocks corresponding to the three scenarios of deficit spending deficit financed tax cuts and a balanced budget spending expansion we apply the method to us quarterly data from 1955 to 2000 we find that deficit financed tax cuts work best among these three scenarios to improve gdp with a maximal present value multiplier of five dollars of total additional gdp per each dollar of the total cut in government revenue 5 years after the shock copyright 2009 john wiley sons ltd

the great inflation was not asymmetric international evidence the rise and fall of inflation during the great inflation were events of approximately equal duration in developed economies relying on data driven methods this paper shows the american experience in which inflation fell more quickly than it rose was anomalous this suggests that theories explaining the asymmetry in the american data may not be so applicable to a broader sample of countries

benefits from u s monetary policy experimentation in the days of samuelson and solow and lucas a policy maker knows two models of ination unemplo yment dynamics one implies an exploitable trade o the other does not the policy maker s prior probability over the two models is part of his state vector bayes law converts the prior probability into a posterior probability at each date and gives the policy maker an incentive to experiment for two models calibrated to u s data through the early 1960s we isolate the component of government policy that is due to experimentation by comparing the outcomes from two bellman equations the rst of which experiments and learns the second of which learns but doesn t experiment we interpret the second as an anticipated utility model and study how well its outcomes approximate those from the experiment and learn bellman equation the approximation is good for our calibrations the benets from purposeful experimentation are small

is the fed too timid monetary policy in an uncertain world estimates of the taylor rule using historical data from the past decade or two suggest that monetary policy in the u s can be characterized as having reacted in a moderate fashion to output and in

why inflation rose and fell policy makers beliefs and u s postwar stabilization policy this paper provides an explanation for the run up of u s inflation in the 1960s and 1970s and the sharp disinflation in the early 1980s which standard macroeconomic models have difficulties in addressing i present a model in which rational policymakers learn about the behavior of the economy in real time and set stabilization policy optimally conditional on their current beliefs the steady state associated with the self confirming equilibrium of the model is characterized by low inflation however prolonged episodes of high inflation ending with rapid disinflations can occur when policymakers underestimate both the natural rate of unemployment and the persistence of inflation in the phillips curve i estimate the model using likelihood methods the estimation results show that the model accounts remarkably well for the evolution of policymakers beliefs stabilization policy and the postwar behavior of inflation and unemployment in the united states

learning by doing and the value of optimal experimentation abstract recent research on learning by doing has provided the limit properties of beliefs and actions for a class of learning problems in which experimentation is an important aspect of optimal decision making however under these conditions the optimal policy cannot be derived analytically because bayesian learning about unknown parameters introduces a nonlinearity in the dynamic optimization problem this paper utilizes numerical methods to characterize the optimal policy function for a learning by doing problem that is general enough for practical economic applications the optimal policy is found to incorporate a substantial degree of experimentation under a wide range of initial beliefs about the unknown parameters dynamic simulations indicate that optimal experimentation dramatically improves the speed of learning and the stream of future payoffs furthermore these simulations reveal that a policy which separates control and estimation and does not incorporate experimentation frequently induces a long lasting bias in the control and target variables while these sequences tend to converge steadily under the optimal policy they frequently exhibit non stationary behavior when estimation and control are treated separately

dynamic inconsistencies counterfactual implications of a class of rational expectations models a number of recent papers have developed dynamic macroeconomic models that incorporate rational expectations and optimizing foundations while the theoretical motivation behind these models is sound the dynamic implications of many of the specifications that assume rational expectations and optimizing behavior can be seriously at odds with the data for both inflation and real side variables exhibit gradual and hump shaped responses to real and monetary shocks for models that are intended for monetary policy analysis these dynamic shortcomings should be considered quite serious when monetary policy has only short run effects on real variables the inability to approximately capture the short run responses of inflation or real variables to policy shocks makes a model unsuitable for policy analysis this paper identifies a simple feature common to many dynamic specifications for prices and real variables that causes the problem the paper also discusses several potential solutions to the problem including alterations to the expectations assumption to the order of differencing implicit in the model and to the underlying behavioral assumptions this abstract was borrowed from another version of this item

macroeconomic stability and the preferences of the fed a formal analysis 1961 98 the rate of inflation in the u s has declined from an average of 4 5 in the period 1960 79 to an average of 3 6 in 1980 98 between those two periods the standard deviations of inflation and the output gap have also declined these facts can be attributed to the interaction of three possible factors a shift in central bank preferences a reduction in the variability of aggregate supply shocks and a more efficient conduct of monetary policy in this paper we identify the relative roles of these factors our framework is based on the estimation of a small structural macro model for the u s economy jointly with the first order conditions which solve the intertemporal optimization problem faced by the fed overall our results indicate that the policy preferences of the fed and in particular the implicit inflation target have changed drastically with the advent of the volcker greenspan era in addition we find that the variance of supply shocks has been lower and monetary policy has been conducted more efficiently during this period

the role of model uncertainty and learning in the u s postwar policy response to oil prices abstract this paper studies optimal monetary policy in a framework that explicitly accounts for policymakers uncertainty about the channels of transmission of oil prices into the economy more specifically using postwar us data i examine the evolution of the policy recommendations originating from an optimal linear regulator problem that encompasses model uncertainty and learning as proposed by cogley and sargent 2005b in this environment i find that one of the underlying models dominates the robust interest rate response to oil prices and i show that this result is due to the instability of this specification in the sample period under analysis

the nairu unemployment and monetary policy this paper examines the precision of conventional estimates of the nairu and the role of the nairu and unemployment in forecasting inflation the authors find that although there is a clear empirical phillips relation the nairu is imprecisely estimated forecasts of inflation are insensitive to the nairu and there are other leading indicators of inflation that are at least as good as unemployment this suggests deemphasizing the nairu in public discourse about monetary policy and instead drawing on a richer variety of leading indicators of inflation

the role of uncertainty in the term structure of interest rates a garch atsm approach this article examines the roles of uncertainties regarding various macro variables in determining risk premiums of bond yields we develop a multivariate garch var to quantify uncertainties regarding inflation real activities and monetary policy as time varying conditional variances we jointly estimate the multivariate garch and no arbitrage bond pricing equations using a maximum likelihood method the results indicate that the inflation uncertainty is the largest contributor to the dynamics of long term yields since the 1980s while the monetary policy uncertainty also plays noticeable roles