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

rational inattentiveness in a forecasting experiment while standard theory assumes rational optimizing agents under full information the latter is rarely found in reality information has to be acquired and processed both involving costs in rational inattentiveness models agents update their information set only when the benefit outweighs the information cost we test the rational inattentiveness model in a controlled laboratory environment our design is a forecasting task with costly information and a clear cost benefit structure while we find numerous deviations from the model predictions on the individual level the aggregate results are consistent with rational inattentiveness and sticky information models rejecting simpler behavioral heuristics

information school choice and academic achievement evidence from two experiments we examine a natural experiment and a field experiment that provided direct information on school test scores to lower income families in a public school choice plan receiving information significantly increases the fraction of parents choosing higher performing schools parents with high scoring alternatives nearby were more likely to choose nonguaranteed schools with higher test scores using random variation from each experiment we find that attending a higher scoring school increases student test scores the results imply that school choice will most effectively increase academic achievement for disadvantaged students when parents have easy access to test score information and good options from which to choose

how well do experts predict interbank loan rates and spreads abstract this study examines blue chip forecasts of the 3 month london interbank offered rate libor federal funds rate ffr and libor ffr for 1988 2008 we show that the interest rate spread forecasts while directionally accurate imply asymmetric symmetric loss

the federal funds rate and the channels of monetary transmission the authors show that the interest rate on federal funds is extremely informative about future movements of real macroeconomic variables then they argue that the reason for this forecasting success is that the funds rate sensitively records shocks to the supply of bank reserves that is the funds rate is a good indicator of monetary policy actions finally using innovations to the funds rate as a measure of changes in policy the authors present evidence consistent with the view that monetary policy works at least in part through credit i e bank loans as well as through money i e bank deposits copyright 1992 by american economic association

openness central bank independence and the sacrifice ratio traditional explanations of the negative correlation between openness and inflation presume that an inverse relationship between the degree of openness and the sacrifice ratio reduces the inflation bias of descretionary monetary policy temple 2002 concludes however that such a relationship fails to emerge in cross country data our analysis of the same cross country data considered by temple indicates that once the degree of central bank independence and its interaction with greater openness and the sacrifice ratio in addition increased openness lessens the positive effect of central bank independence on the sacrifice ratio

erratum to why has u s inflation become harder to forecast the article journal of money credit and banking supplement to vol 39 no 1 february 2007 contains errors in figures 2 4 and tables 4 5 associated with a coding error in our program for estimating the uc sv model we thank ling hu of platinum grove asset management for finding this error and bringing it to our attention the corrected uc sv rows for tables 4 and 5 are given below corrected versions of figures 2 4 and corrected replication files can be found at http www princeton edu mwatson

asymmetric forecast densities for u s macroeconomic variables from a gaussian copula model of cross sectional and serial dependence most existing reduced form macroeconomic multivariate time series models employ elliptical disturbances so that the forecast densities produced are symmetric in this article we use a copula model with asymmetric margins to produce forecast densities with the scope for severe departures from symmetry empirical and skew t distributions are employed for the margins and a high dimensional gaussian copula is used to jointly capture cross sectional and multivariate serial dependence the copula parameter matrix is given by the correlation matrix of a latent stationary and markov vector autoregression var we show that the likelihood can be evaluated efficiently using the unique partial correlations and estimate the copula using bayesian methods we examine the forecasting performance of the model for four u s macroeconomic variables between 1975 q1 and 2011 q2 using quarterly real time data we find that the point and density forecasts from the copula model are competitive with those from a bayesian

do landowners respond to land retirement incentives evidence from the conservation reserve enhancement program previous research on incentive responsivness in voluntary land retirement programs has utilized either hypothetical contingent response methods or actual aggregate enrollment data both of which suffer from potential biases in this paper we analyze program participation in the binary choice setting of the conservation reserve enhancement program crep using data from six states our results suggest that landowners react positively to the incentives that are offered and that increases in one time incentives offered at the time of signup are a more cost effective means to increase enrollment than increases in the incentives offered on an annual basis

information rigidities and the news adjusted output gap a vector autoregressive model of actual output and expected output obtained from surveys is used to test for information rigidities and to provide a characterisation of output dynamics that accommodates these information structures news on actual and expected outputs is decomposed to identify innovations understood to have short lived effects and these are used with the model to derive a news adjusted output gap measure the approach is applied to us data over 1970q1 2014q2 and the new gap measure is shown to provide a good leading indicator of inflation

the open economy consequences of u s monetary policy a failure to identify movements in the federal funds rate that are both unpredictable and independent of other determinants of open economy variables may lead to attenuation bias in the estimated effects of u s monetary policy on the exchange rate and foreign variables using a u s monetary policy measure which isolates unpredictable and independent federal funds rate changes we quantify the magnitude of the attenuation bias for the exchange rate and foreign variables the exchange rate appreciation following a monetary contraction is up to 4 times larger than a recursively identified var estimate there is stronger evidence of foreign interest rate pass through the expenditure reducing effects of a u s monetary policy contraction dominate any expenditure switching effects leading to a positive conditional correlation of international outputs and prices we compare our results with those obtained using identification based upon 1 non recursive var restrictions and 2 restrictions derived from high frequency asset price behavior

why has u s inflation become harder to forecast we examine whether the u s rate of price inflation has become harder to forecast and to the extent that it has what changes in the inflation process have made it so the main finding is that the univariate inflation process is well described by an unobserved component trend cycle model with stochastic volatility or equivalently an integrated moving average process with time varying parameters this model explains a variety of recent univariate inflation forecasting puzzles and begins to explain some multivariate inflation forecasting puzzles as well

real time density forecasts from bayesian vector autoregressions with stochastic volatility central banks and other forecasters are increasingly interested in various aspects of density forecasts however recent sharp changes in macroeconomic volatility including the great moderation and the more recent sharp rise in volatility associated with increased variation in energy prices and the deep global recession pose significant challenges to density forecasting accordingly this paper examines with real time data density forecasts of u s gdp growth unemployment inflation and the federal funds rate from bayesian vector autoregression bvar models with stochastic volatility the results indicate that adding stochastic volatility to bvars materially improves the real time accuracy of density forecasts this article has supplementary material online

term structures of inflation expectations and real interest rates i use a statistical model to combine various surveys to produce a term structure of inflation expectations inflation expectations at any horizon and an associated term structure of real interest ra

factor models and time varying parameter framework for forecasting exchange rates and inflation a survey a survey of models used for forecasting exchange rates and inflation reveals that the factor based and time varying parameter or state space models generate superior forecasts relative to all other models this survey also finds that models based on taylor rule and portfolio balance theory have moderate predictive power for forecasting exchange rates the evidence on the use of bayesian model averaging approach in forecasting exchange rates reveals limited predictive power but strong support for forecasting inflation overall the evidence overwhelmingly points to the context of the forecasts relevance of the historical data data transformation choice of the benchmark selected time horizons sample period and forecast evaluation methods as the crucial elements in selecting forecasting models for exchange rate and inflation

performance of monetary policy with internal central bank forecasting abstract recent models of monetary policy have analyzed the desirability of different optimal and ad hoc interest rules under the restrictive assumption that forecasts of the private sector and the central bank are homogeneous this paper studies the implications of heterogeneity in forecasting by the central bank and private agents for the performance of interest rules in a framework of econometric learning

stock returns over the fomc cycle we document that since 1994 the equity premium is earned entirely in weeks 0 2 4 and 6 in federal open market committee fomc cycle time that is even weeks starting from the last fomc meeting we causally tie this fact to the fed by studying intermeeting target changes fed funds futures and internal board of governors meetings the fed has affected the stock market via unexpectedly accommodating policy leading to large reductions in the equity premium evidence suggests systematic informal communication of fed officials with the media and financial sector as a channel through which news about monetary policy has reached the market

inflation persistence the nairu and the great recession the rate of inflation fell far less over the period 2007 2013 than in the period 1979 1985 despite similar large increases in the unemployment rate this paper asks why possible explanations include a change in the persistence of inflation changes in nairu and other shocks a change in the persistence of inflation with inflation more anchored in the period 2007 2013 than in the period 1979 1985 is found to be important the level and change in the nairu cannot be precisely estimated but the data suggest an increase of nearly 1 percentage point since 2007

macroeconomic forecasting and structural change the aim of this paper is to assess whether explicitly modeling structural change increases the accuracy of macroeconomic forecasts we produce real time out of sample forecasts for inflation the unemployment rate and the interest rate using a time varying coefficients var with stochastic volatility tv var for the us the model generates accurate predictions for the three variables in particular for inflation the tv var outperforms in terms of mean square forecast error all the competing models fixed coefficients vars time varying ars and the na ove random walk model these results are also shown to hold over the period commonly referred to as the great moderation

effective use of survey information in estimating the evolution of expected inflation the evolution of the term structure of expected u s inflation is modeled using survey data to provide timely information on structural change not contained in lagged inflation data to capture shifts in subjective perceptions the model is adaptive to long horizon survey expectations however even short horizon survey expectations inform shifting endpoint estimates that capture the lag between inflation and the perceived inflation target which anchors inflation expectations results show movements of the perceived target are an important source of inflation persistence and suggest historical u s monetary policy was not fully credible for much of the postwar sample

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

information rigidity and the expectations formation process a simple framework and new facts we propose a new approach to test the full information rational expectations hypothesis which can identify whether rejections of the null arise from irrationality or limited information this approach quantifies the economic significance of departures from the null by quantifying the underlying degree of information rigidity applying this approach to u s and international data of professional forecasters and other agents yields pervasive evidence consistent with models of imperfect information furthermore the proposed approach sheds new light on policies such as inflation targeting and those leading to the great moderation affecting expectations finally we document evidence of state dependence in the expectations formation process

monetary policy surprises and interest rates choosing between the inflation revelation and excess sensitivity hypotheses author affiliation willem thorbecke george mason university and senior fellow research institute of economy trade and industry 1 3 1 kasumigaseki chiyoda ku tokyo 100 8901 japan tel 81 3 35018286 e mail wthorbec gmu edu corresponding author hanjiang zhang department of finance mccombs school of business university of texas at austin 1 university station b6000 austin tx 78712 usa e mail hanjiang zhang mccombs utexas edu acknowledgment we thank the co editor kent kimbrough two anonymous referees and seminar participants at the research institute of economy trade and industry for many helpful comments we also thank andrew swiston for generously providing us data on unexpected changes in the federal funds rate target 1 introductionwhy do increases in the federal reserve s fed s target for the federal funds rate raise interest rates on long term treasury securities one might expect that contractionary monetary policy would raise short term rates because of a liquidity effect and reduce long term rates by lowering expected inflation yet cook and hahn 1989 reported that increases in the fed s target for the federal funds rate from september 1974 to september 1979 raised interest rates at all horizons similarly kuttner 2001 found that unanticipated increases in the federal funds rate target over the june 1989 to february 2000 period increased interest rates at all maturities one interpretation of the results of cook and hahn 1989 and kuttner 2001 is that contractionary monetary policy raises longer term real interest rates the nominal interest rate equals the real interest rate plus the expected inflation rate if contractionary monetary policy lowers expected inflation or leaves it unchanged then evidence that it increases the nominal interest rate implies that it must also be increasing the real interest rate romer and romer 2000 provided an alternative explanation for these findings they showed that the fed has substantially more information about future inflation than is available from commercial forecasts their results imply that the optimal strategy for individuals with access to both the fed s forecasts and commercial forecasts would be to rely exclusively on the fed s forecasts they also demonstrated that federal reserve policy actions reveal some of the fed s private information about inflation an increase in the federal funds rate target could thus increase interest rates by raising expectations of future inflation gurkaynak sack and swanson 2005a presented evidence indicating that increases in the federal funds rate target have the opposite effect lowering expected inflation from 1990 2002 they found that unexpected increases in the funds rate target lower the one year forward rate 10 years ahead they also found that real long term forward rates derived from inflation indexed treasury securities do not respond to monetary policy surprises while the compensation for inflation responds with a significant negative coefficient to positive innovations in the federal funds rate target they interpreted these findings to mean that surprise increases in the federal funds rate target lower future expected inflation their conclusion is thus exactly the opposite of romer and romer s 2000 information revelation explanation ellingsen and soderstrom 2001 presented a model that encompasses the models of romer and romer 2000 and gurkaynak sack and swanson 2005a in their model unanticipated changes in the central bank rate can occur because the central bank has private information about the economy or because the central bank changes its preferences for inflation stabilization relative to output stabilization romer and romer focused on the first effect and gurkaynak sack and swanson focused on the second campbell 1995 noted that the effect of funds rate increases on inflation expectations should depend on the fed s credibility in fighting inflation

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

time series copulas for heteroskedastic data we propose parametric copulas that capture serial dependence in stationary heteroskedastic time series we suggest copulas for first order markov series and then extend them to higher orders and multivariate series we derive the copula of a volatility proxy based on which we propose new measures of volatility dependence including co movement and spillover in multivariate series in general these depend upon the marginal distributions of the series using exchange rate returns we show that the resulting copula models can capture their marginal distributions more accurately than univariate and multivariate generalized autoregressive conditional heteroskedasticity models and produce more accurate value at risk forecasts

a theory of ambiguity credibility and inflation under discretion and asymmetric information this paper develops a positive theory of credibility ambiguity and inflation under discretion and asymmetric information the monetary policymaker maximizes his own politically motivated objective function that is positively related to economic stimulation through monetary surprises and negatively related to monetary growth the relative importance he assigns to each target shifts stochastically through time his current preference trade off is known to him but not to the public when choosing the state contingent path of money growth for the present and the future the policymaker compares the benefits from current stimulation with the costs associated with higher future inflation expectations current monetary growth conveys information to the public about future money growth because there is persistence in the policymaker s objectives although expectations are rational information is imperfect because monetary control procedures are imprecise as a result the public cannot correctly distinguish persistent changes of emphasis on different policy objectives from transitory monetary control errors the public becomes aware of changes gradually by observing past monetary growth credibility is defined in terms of the speed with which the public recognizes changes in the objectives of the policymaker credibility is lower the noisier monetary control and the more stable the objectives of the policymaker looser monetary control and a higher degree of time preference on the part of the policymaker induce him to produce higher and more variable monetary growth when the policymaker is free to determine the accuracy of monetary control he does not always choose the most effective control available in spite of the fact that monetary surprises always have an expected value of zero the reason is that ambiguous control procedures enable the policymaker to generate positive surprises when he cares more than on average about economic stimulation he leaves the inevitable negative surprises for periods in which he cares more about inflation prevention this result provides an explanation for the fed s preference for ambiguity recently documented by goodfriend 1986 the policymaker is more likely to pick more ambiguous control procedures the more uncertain his objectives and the higher his time preference the paper also provides a theoretical underpinning for the well documented crosscountry positive correlation between the level and the variability of inflation

one size fits all monetary policy and asymmetric household debt cycles in u s states i investigate the nonlinear effects of monetary policy through differences in household debt across u s states after constructing a novel indicator of inflation for the states i compute state specific monetary policy stances as deviations from an aggregate taylor rule i find that the effectiveness of monetary policy is curtailed during periods of large household debt imbalances moreover a common u s monetary policy does not fit all it may have asymmetric effects on the economic performance across states particularly at times of high dispersion in the household debt imbalances as it may have been the case around the great recession

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

term premia and inflation uncertainty empirical evidence from an international panel dataset this paper provides cross country empirical evidence on bond risk premia i construct a panel of zero coupon nominal government bond yields spanning ten industrialized countries and nearly two decades i hence compute forward rates and then use two different methods to decompose these forward rates into expected future short term interest rates and term premiums the first method uses an affine term structure model with macroeconomic variables as unspanned risk factors the second method uses surveys i find that term premium estimates declined across countries over the sample period especially in countries that appear to have reduced inflation uncertainty by making substantial changes in the monetary policy frameworks of their central banks during the recent financial crisis term premiums have remained flat and even declined further in some countries perhaps reflecting the effects of quantitative easing actions by many central banks

real time macroeconomic forecasting with a heteroskedastic inversion copula there is a growing interest in allowing for asymmetry in the density forecasts of macroeconomic variables in multivariate time series this can be achieved with a copula model where both serial a

monetary policy and long term interest rates in germany abstract in this paper we provide new empirical evidence on the relationship between short and long run interest rates for germany we find a positive correlation after a supply and demand shock and a negative correlation after a monetary policy shock this finding is consistent with the theory of ellingsen and soderstrom american economic review 2001 91 5 1594 1607

measuring inflation expectations uncertainty using high frequency data inflation expectations play a key role in determining future economic outcomes the associated uncertainty provides a direct gauge of how well anchored the inflation expectations are we construct a model based measure of inflation expectations uncertainty by augmenting a standard unobserved components model of inflation with information from noisy and possibly biased measures of inflation expectations obtained from financial markets this new model based measure of inflation expectations uncertainty is more accurately estimated and can provide valuable information for policymakers using u s data we find significant changes in inflation expectations uncertainty during the great recession

measuring the level and uncertainty of trend inflation abstract firmly anchored inflation expectations are widely viewed as playing a central role for the conduct of monetary policy this paper presents estimates of trend inflation based on information contained in monthly data on realized inflation survey expectations and the term structure of interest rates in order to assess whether inflation expectations are anchored a timevarying volatility of trend shocks is estimated as well while there is some commonality in inflation and survey based estimates of trend inflation yield based trend estimates embed a highly persistent component orthogonal to trend inflation trimmed mean inflation rates and survey forecasts are most indicative of trend inflation

core inflation and trend inflation abstract this paper examines empirically whether the measurement of trend inflation can be improved by using disaggregated data on sectoral inflation to construct indexes akin to core inflation but with a time varying distributed lags of weights where the sectoral weight depends on the timevarying volatility and persistence of the sectoral inflation series and on the comovement among sectors the modeling framework is a dynamic factor model with time varying coefficients and stochastic volatility as in del negro and otrok 2008 and is estimated using u s data on seventeen components of the personal consumption expenditure inflation index

global factors and trend inflation abstract we develop an empirical model to study the influence of global factors in driving trend inflation and the inflation gap we apply our model to 7 developed economies and 21 emerging market economies our results suggest that while global factors can have a sizeable influence on the inflation gap they play only a marginal role in driving trend inflation much of the influence of global factors in the inflation gap may be reflecting commodity price shocks finally we find the effect of global factors to be greater in our sample of emerging market economies relative to the developed economies there is some evidence which suggest propagation mechanisms which may reflect institutional structures or policy choices can explain the greater role for global factors in driving trend inflation in emerging market economies

evidence on nominal wage rigidity from a panel of u s manufacturing industries we provide a set of stylized facts on the response of industry nominal wage growth to aggregate and industry specific influences using annual data for 450 u s manufacturing industries over the period 1958 to 1989 we find support for the canonical wage contracts model the response of nominal wage growth to expected inflation is estimated to be between 0 6 and 0 8 this estimate holds for several sectors within manufacturing the response of nominal wage growth to unexpected inflation is around 0 1 indicating a striking departure from the classical assumption of full indexation we also find support for the multisector wage indexation models the estimated profit sharing elasticity is positive as hypothesized in these models the instrumental variable estimates of the profit sharing elasticity are typically between 0 1 and 0 2 copyright 1996 by ohio state university press

stochastic search variable selection in vector error correction models with an application to a model of the uk macroeconomy this paper develops methods for stochastic search variable selection currently popular with regression and vector autoregressive models for vector error correction models where there are many possible restrictions on the cointegration space we show how this allows the researcher to begin with a single unrestricted model and either do model selection or model averaging in an automatic and computationally efficient manner we apply our methods to a large uk macroeconomic model

macroeconomic forecasting performance under alternative specifications of time varying volatility summary this paper compares alternative models of time varying volatility on the basis of the accuracy of real time point and density forecasts of key macroeconomic time series for the usa we consider bayesian autoregressive and vector autoregressive models that incorporate some form of time varying volatility precisely random walk stochastic volatility stochastic volatility following a stationary ar process stochastic volatility coupled with fat tails garch and mixture of innovation models the results show that the ar and var specifications with conventional stochastic volatility dominate other volatility specifications in terms of point forecasting to some degree and density forecasting to a greater degree copyright 2014 john wiley sons ltd

inflationary expectations and rationality revisited abstract we find evidence indicating cointegration between each of three survey measures of inflation expectations and actual inflation using johansen s framework we confirm weak form rationality for each survey and estimate significant speeds of adjustment for both inflation and inflation expectations

the effect of changes in the federal funds rate target on market interest rates in the 1970s abstract this paper examines the influence of monetary policy on interest rates by estimating the effect of changes in the federal funds rate target the federal reserve s policy instrument on market interest rates in the 1970s we find that changes in the target caused large movements in short term rates and smaller but significant movements in intermediate and long term rates we hypothesize that the similarity of the reactions of three six and twelve month rates to changes in the target offers a possible explanation for the lack of support for the expectations theory from studies that have tested the theory using these rates

combining forecast densities from vars with uncertain instabilities recursive weight forecast combination is often found to an ineffective method of improving point forecast accuracy in the presence of uncertain instabilities we examine the effectiveness of this strategy for forecast densities using many vector autoregressive var and autoregressive ar models of output growth inflation and interest rates our proposed recursive weight density combination strategy based on the recursive logarithmic score of the forecast densities produces well calibrated predictive densities for us real time data by giving substantial weight to models that allow for structural breaks in contrast equal weight combinations produce poorly calibrated forecast densities for great moderation data copyright 2010 john wiley sons ltd

why are professional forecasters biased agency versus behavioral explanations professional forecasters may not simply aim to minimize expected squared forecast errors in models with repeated forecasts the pattern of forecasts reveals valuable information about the forecasters even before the outcome is realized rational forecasters will compromise between minimizing errors and mimicking prediction patterns typical of able forecasters simple models based on this argument imply that forecasts are biased in the direction of forecasts typical of able forecasters our models of strategic bias are rejected empirically as forecasts are biased in directions typical of forecasters with large mean squared forecast errors this observation is consistent with behavioral explanations of forecast bias

the long run information effect of central bank communication abstract why do long run interest rates respond to central bank communication whereas existing explanations imply a common set of signals drives short and long run yields we show that news on economic uncertainty can have increasingly large effects along the yield curve to evaluate this channel we use the publication of the bank of england s inflation report from which we measure a set of high dimensional signals the signals that drive long run interest rates do not affect short run rates and operate primarily through the term premium this suggests communication plays an important role in shaping perceptions of long run uncertainty

federal reserve information and the behavior of interest rates this paper tests for the existence of asymmetric information between the federal reserve and the public by examining federal reserve and commercial inflation forecasts it demonstrates that the federal reserve has considerable information about inflation beyond what is known to commercial forecasters it also shows that monetary policy actions provide signals of the federal reserve s information and that commercial forecasters modify their forecasts in response to those signals these findings may explain why long term interest rates typically rise in response to shifts to tighter monetary policy jel e52 e43 d82 asymmetric information between the federal reserve and the public is a phenomenon that is often posited but rarely tested numerous models of central bank behavior for example show that the existence of asymmetric information has important implications for the effectiveness of policy and the consequences of dynamic inconsistency yet there

competence implies credibility the credibility of monetary policy under discretion has been traditionally linked to the central bank s conservatism we show that another trait of the central bank cb her competence at doing her job or reputation thereof can be just as important to make her policy credible and transparent we analyze a static barro and gordon 1983 s game where the effects of monetary policy depend on an unknown state of the economy the cb forms her own private and imprecise view of this state that she may announce to p in a cheap talk game to explain and motivate her policy intentions the precision of the noise in the cb s view measures her competence the more accurate her assessment the clearer an idea she has about what to do the fineness of the equilibrium message space measures monetary policy s transparency in any equilibrium of the cheap talk game the cb credibly announces one of finite inflation targets that differ by at least a multiple of the inflation bias competence ratio if this ratio is too large the cb can credibly communicate only the direction of monetary policy as the cb s competence rises and this ratio falls p knows that the cb puts increasing weight on pursuing her objective targets relative to surprising expectations to stimulate output therefore the equilibrium message space becomes finer a more competent cb is also less likely to erroneously observe extreme realizations of the shocks so she is more able tofine tune expectations at times of business as usual

central bank communication and monetary policy a survey of theory and evidence over the last two decades communication has become an increasingly important aspect of monetary policy these real world developments have spawned a huge new scholarly literature on central bank communication mostly empirical and almost all of it written in this decade we survey this ever growing literature the evidence suggests that communication can be an important and powerful part of the central bank s toolkit since it has the ability to move financial markets to enhance the predictability of monetary policy decisions and potentially to help achieve central banks macroeconomic objectives however the large variation in communication strategies across central banks suggests that a consensus has yet to emerge on what constitutes an optimal communication strategy

macroeconomic effects of inflation target uncertainty shocks abstract we study the macroeconomic effects of a time varying inflation target it which stochastic volatility follows an autoregressive process we show that the quantitative economic effects of it uncertainty shocks depend crucially on the taylor rule type adopted by the monetary authority following this kind of disturbance a less severe recession and deflation is observed under a more reactive interest rate rule while an empirical plausible degree of interest rate smoothing leads output unemployment and inflation to react more strongly causing the recession to be more severe and deflationary

what can survey forecasts tell us about information rigidities a lot we derive common and conflicting predictions from models in which agents face information constraints and then assess their validity using surveys of consumers firms central bankers and professional forecasters we document that mean forecasts fail to completely adjust on impact to shocks leading to statistically and economically significant deviations from the null of full information the dynamics of forecast errors after shocks are consistent with the predictions of models with information rigidities the conditional responses of forecast errors and disagreement among agents can also be used to differentiate between some of the most prominent models of information rigidities

on credible monetary policy and private government information credible and optimal monetary policies are considered in environments in which the government observes a signal that is correlated with the state of the economy when the signal is public information it is optimal for monetary policy to be conditioned upon it the extent to which such conditioning should occur when the signal is the private information of the government depends upon the government s incentives to misrepresent information it is shown that in some cases the ramsey policy is incentive compatible in others it is not in the latter cases policy must be constrained to be incentive compatible this may result in penalty phases along the equilibrium path following apparent mistakes by the policy maker it may result in the optimal monetary policy making no use of the signal journal of economic literature classification numbers c73 e52 e58

monetary policy expectations at the zero lower bound we show that conventional dynamic term structure models dtsms estimated on recent u s data severely violate the zero lower bound zlb on nominal interest rates and deliver poor forecasts of future short rates in contrast shadow rate dtsms account for the zlb by construction capture the resulting distributional asymmetry of future short rates and achieve good forecast performance these models provide more accurate estimates of the most likely path for future monetary policy including the timing of policy liftoff from the zlb and the pace of subsequent policy tightening we also demonstrate the benefits of including macroeconomic factors in a shadow rate dtsm when yields are constrained near the zlb

on the accuracy of time series interest rate and survey forecasts of inflation there has been much work examining and evaluating different methodologies in forecasting inflation for example fama 1975 1977 develops an interest rate model to predict the 1 monthahead rate of inflation using the cpi fama and gibbons 1982 1984 modify the interest rate model to account for a nonconstant real rate of interest and compare it to a univariate timeseries forecasting model and to the livingston forecasts carlson 1977a 1977b and others also analyze the consensus forecasts from the livingston survey pertaining to multiperiod forecasts of inflation pearce 1979 considered the livingston survey and time series forecasts our purpose in this paper is to investigate further the relative forecasting ability of three different methodologies in contrast to previous studies that have generally used the cpi to measure inflation our analysis uses the implicit gnp deflator this modification is motivated largely by the fact that calculations of the cpi inflat n rate often are distorted greatly by changes in relative prices e g blinder 1980 fischer 1981 this paper compares the accuracy of three different inflation forecasting procedures these include a univariate time series model an interest rate model based on the methodology of fama and gibbons and the median forecasts derived from the american statistical association national bureau of economic research survey the evidence presented is based on ex ante forecasts of quarterly inflation rates using the gnp deflator for the period 1970 11984 11 based on the evidence presented the general conclusion is that the survey forecasts provide the most accurate inflation forecasts

openness the sacrifice ratio and inflation is there a puzzle abstract the standard time inconsistency based explanation for the negative correlation between openness and inflation requires an inverse relationship between the sacrifice ratio and openness but daniels et al 2005 openness central bank independence and the sacrifice ratio journal of money credit and banking 37 2 371 379 have provided evidence that controlling for central bank independence reveals a positive relationship this paper embeds the time inconsistency approach within a model of a multisector imperfectly competitive open economy in this setting greater openness raises the sacrifice ratio but reduces the inflation bias thus failure to observe an inverse relationship between openness and the sacrifice ratio does not necessarily imply that the time inconsistency approach is irrelevant to understanding the openness inflation relationship

addressing participant inattention in federal programs a field experiment with the conservation reserve program voluntary land conservation programs depend upon the willingness of land owners to participate since participation requires commitment to long term contracts most studies on participation focus on changes to the pecuniary incentives facing land owners this study presents a large scale field experiment within the usda s conservation reserve program crp that examines whether informational outreach including behavioral nudges could improve land owners willingness to participate the experiment evaluates the impact of three types of reminder letters on the rate at which land is offered into the crp we find that for the most well informed group farms with expiring crp contracts the reminder letters did improve participation we interpret this result as evidence of inattentive behavior we do not detect any differences in the estimated treatment effects among the basic reminder letter and the letters augmented with peer comparisons and social norm messaging nor do we detect any treatment effect among currently unenrolled farms from a policy perspective these results imply that the usda can generate additional crp offers among farms with expiring contracts at an average cost of 39 per additional offer assuming a twenty five million acre program reminder letters sent during every sign up period would result in re enrollment offers from an additional 420 000 acres using simulations based on offers from prior crp sign ups we estimate that these additional offers in the crp auction would reduce program costs depending on the year of simulation the outreach effort achieves a benefit cost ratio of between 20 1 and 90 1

potential foreign competition in us manufacturing abstract trade barriers are falling and firms are competing in increasingly open international markets the data reveal considerable heterogeneity across industries in the intertemporal path of import shares against this backdrop we focus on an issue that is increasingly important for competition policy analysis potential foreign competition inadequate attention to this aspect could result in a biased picture of total competition leading to misguided antitrust decisions drawing on the conceptual framework outlined by landes and posner harvard law review 94 1981 937 we measure potential foreign competition by the intertemporal response of industry import share to industry specific and aggregate economic factors and our estimates indicate wide variation across industries in this dimension a particularly striking finding is that highly concentrated industries which are more likely to be subject to antitrust scrutiny have a greater degree of potential foreign competition than industries with low concentration even though the extent of actual foreign competition is similar across these groups of industries

market distortions and government transparency in this paper we investigate how government transparency depends on economic distortions we first consider an abstract class of economies in which a benevolent policy maker is privately informed about the exogenous state of the economy and contemplates whether to release this information our key result is that distortions limit communication even if transparency is ex ante pareto superior to opaqueness it cannot constitute an equilibrium when distortions are sufficiently high we next confirm this broad insight in two applied contexts in which monopoly power and income taxes are the specific sources of distortions jel d82 e61

common drifting volatility in large bayesian vars the general pattern of estimated volatilities of macroeconomic and financial variables is often broadly similar we propose two models in which conditional volatilities feature comovement and study them using u s macroeconomic data the first model specifies the conditional volatilities as driven by a single common unobserved factor plus an idiosyncratic component we label this model bvar with general factor stochastic volatility bvar gfsv and we show that the loss in terms of marginal likelihood from assuming a common factor for volatility is moderate the second model which we label bvar with common stochastic volatility bvar csv is a special case of the bvar gfsv in which the idiosyncratic component is eliminated and the loadings to the factor are set to 1 for all the conditional volatilities such restrictions permit a convenient kronecker structure for the posterior variance of the var coefficients which in turn permits estimating the model even with large datasets while perhaps misspecifi

do farmers value the environment evidence from a conservation reserve program auction the paper uses data from one conservation reserve program crp auction to elicit farmers attitudes toward the environment by analyzing their bids the crp pays farmers to remove chosen plots of land from agricultural production and put them to a conservation use an interesting aspect of this auction is that winners are determined by a combination of low bids and environmental scores of individual plots using decision theoretic approach to model this auction we show that farmers condition their bids on the strength of their environmental scores and that they value environmental benefits especially those that increase future soil productivity of their land

monetary policy and market interest rates this thesis contains four chapters each of which examines different aspects of the uncertainty facing monetary policymakers monetary policy and market interest rates investigates how interest rates set on financial markets respond to policy actions taken by the monetary authorities the reaction of market rates is shown to depend crucially on market participants interpretation of the factors underlying the policy move these theoretical predictions find support in an empirical analysis of the u s financial markets predicting monetary policy using federal funds futures prices examines how prices of federal funds futures contracts can be used to predict policy moves by the federal reserve although the futures prices exhibit systematic variation across trading days and calendar months they are shown to be fairly successful in predicting the federal funds rate target that will prevailafter the next meeting of the federal open market committee from 1994 to 1998 monetary policy with uncertain parameters examines the effects of parameter uncertainty on the optimal monetary policy strategy under certain parameter configurations increasing uncertainty is shown to lead to more aggressive policy in contrast to the accepted wisdom should central banks be more aggressive examines why a certain class of monetary policy models leads to more aggressive policy prescriptions than what is observed in reality these counterfactual results are shown to be due to model restrictions rather than central banks being too cautious in their policy behavior an unrestricted model taking the dynamics of the economy and multiplicative parameter uncertainty into account leads to optimal policy prescriptions which are very close to observed federal reserve behavior

econometric modeling of regional electricity spot prices in the australian market abstract wholesale electricity markets are increasingly integrated via high voltage interconnectors and inter regional trade in electricity is growing to model this we consider a spatial equilibrium model of price formation where constraints on inter regional flows result in three distinct equilibria in prices we use this to motivate an econometric model for the distribution of observed electricity spot prices that captures many of their unique empirical characteristics the econometric model features supply and inter regional trade cost functions which are estimated using bayesian monotonic regression smoothing methodology a copula multivariate time series model is employed to capture additional dependence both cross sectional and serial in regional prices the marginal distributions are nonparametric with means given by the regression means the model has the advantage of preserving the heavy right hand tail in the predictive densities of price we fit the model to half hourly spot price data in the five interconnected regions of the australian national electricity market the fitted model is then used to measure how both supply and price shocks in one region are transmitted to the distribution of prices in all regions in subsequent periods finally to validate our econometric model we show that prices forecast using the proposed model compares favorably with those from some benchmark alternatives

does the federal reserve possess an exploitable informational advantage abstract this paper provides evidence that the federal reserve has an informational advantage over the public that can be exploited to improve activist monetary policy the informational superiority does not result from the fed having earlier access to publicly released financial data instead this advantage is generated by confidential supervisory knowledge about troubled non publicly traded institutions as a result this information can remain confidential for an extended period since these banks have neither the desire to fully disclose the extent of their financial troubles nor the requirement to do so the informational advantage is both statistically significant and economically important providing a potential justification for activist monetary policy

the persistence of treatment effects with norm based policy instruments evidence from a randomized environmental policy experiment during a 1977 fireside chat president jimmy carter famously appealed to american hom eowners to set their thermostats at 65 degrees to help conserve supplies of natural gas and fuel oil norm based strategies are commonly used to influence a range of private behaviors with public consequences including alcohol and drug use gambling and resource consump tion in the last decade these strategies increas ingly emphasize the use of social comparisons to motivate behavioral changes efforts to use such comparisons build upon leon festinger s 1954 social comparison theory which posits that individuals validate the appropriateness of an action or thought through comparison to others a subsequent literature in social psychol ogy argues that strategies based on this theory provide an effective means to promote environ mental conservation see e g tim kurz ngaire donaghue and ian walker 2005 p wesley schultz et al 2007 noah j goldstein robert b cialdini and vladas griskevicius 2008 jessica m nolan et al 2008 in this literature the work by schultz et al 2007 has proven most influential and forms the basis of opower s well cited social comparison approach for

a new model of inflation trend inflation and long run inflation expectations a knowledge of the level of trend inflation is key to many current policy decisions and several methods of estimating trend inflation exist this paper adds to the growing literature which uses survey based long run forecasts of inflation to estimate trend inflation we develop a bivariate model of inflation and long run forecasts of inflation which allows for the estimation of the link between trend inflation and the long run forecast thus our model allows for the possibilities that long run forecasts taken from surveys can be equated with trend inflation that the two are completely unrelated or anything in between by including stochastic volatility and time variation in coefficients it extends existing methods in empirically important ways we use our model with a variety of inflation measures and survey based forecasts for several countries we find that long run forecasts can provide substantial help in refining estimates and fitting and forecasting inflation the same evidence indicates it is less helpful to simply equate trend inflation with the long run forecasts

forecast uncertainty ex ante and ex post u s inflation and output growth survey respondents who make point predictions and histogram forecasts of macro variables reveal both how uncertain they believe the future to be ex ante as well as their ex post performance macroeconomic forecasters tend to be overconfident at horizons of a year or more but overestimate i e are underconfident regarding the uncertainty surrounding their predictions at short horizons ex ante uncertainty remains at a high level compared to the ex post measure as the forecast horizon shortens there is little evidence of a link between individuals ex post forecast accuracy and their ex ante subjective assessments

is there a dead spot new evidence on fomc decisions before elections using new data that chronicle the fed s internal forecast of the output gap from 1973 to 1998 this paper tests for an electoral cycle in the decisions of the federal open market committee fomc the paper provides evidence of a dead spot in the committee s decisions before presidential elections for given values of these internal forecasts the fomc is less likely to decide to tighten monetary policy in the year preceding a presidential election than at other times

monetary policy in a data rich environment abstract most empirical analyses of monetary policy have been confined to frameworks in which the federal reserve is implicitly assumed to exploit only a limited amount of information despite the fact that the fed actively monitors literally thousands of economic time series this article explores the feasibility of incorporating richer information sets into the analysis both positive and normative of fed policymaking we employ a factor model approach developed by stock j h watson m w diffusion indices journal of business economic statistics 2002 20 2 147 forecasting inflation 1999 journal of monetary economics 44 2 293 that permits the systematic information in large data sets to be summarized by relatively few estimated factors with this framework we reconfirm stock and watson s result that the use of large data sets can improve forecast accuracy and we show that this result does not seem to depend on the use of finally revised as opposed to real time data we estimate policy reaction functions for the fed that take into account its data rich environment and provide a test of the hypothesis that fed actions are explained solely by its forecasts of inflation and real activity finally we explore the possibility of developing an expert system that could aggregate diverse information and provide benchmark policy settings

is the fed s news perception different from the private sector s the recent literature on monetary policy has dedicated considerable attention to modelling agents processing of information about the future in real time this paper contributes to this growing st

behavioral economics and public policy a pragmatic perspective the debate about behavioral economics the incorporation of insights from psychology into economics is often framed as a question about the foundational assumptions of economic models this paper presents a more pragmatic perspective on behavioral economics that focuses on its value for improving empirical predictions and policy decisions i discuss three ways in which behavioral economics can contribute to public policy by oering new policy tools improving predictions about the eects

price level uncertainty and instability in the united kingdom abstract was uk inflation more stable and or less uncertain before 1914 or after 1945 we address these questions by estimating a statistical model with changing volatilities in transient and persistent components of inflation three conclusions emerge first since periods of high and low volatility occur in both eras neither features uniformly greater stability or lower uncertainty when comparing peaks with peaks and troughs with troughs however we find clear evidence that the price level was more stable before world war i we also find some evidence for lower uncertainty at pre 1914 troughs but its statistical significance is borderline

the term structure of inflation expectations we use information in the term structure of survey based forecasts of inflation to estimate a factor hidden in the nominal yield curve we construct a model that accommodates forecasts over multiple horizons from multiple surveys and treasury real and nominal yields by allowing for differences between risk neutral subjective and objective probability measures we establish that model based inflation expectations are driven by inflation output and one latent factor we find that this factor affects inflation expectations at all horizons but has almost no effect on the nominal yields that is the latent factor is hidden we show that this hidden factor is not related to either current and past inflation or the standard set of macro variables studied in the literature consistent with the theoretical property of a hidden factor our model outperforms a standard macro finance model in its forecasting of inflation and yields

comment on the long run information effect of central bank communication by stephen hansen michael mcmahon and matthew tong abstract hansen et al 2019 highlight an uncertainty effect on long term interest rates particularly term premia of central bank communication using novel measures constructed directly from the text of the bank of england s inflation report this comment takes a more in depth look at these narrative measures showing that the measures identified as being important for explaining the short rate expectations and term premia components of interest rates are equally important for explaining overall interest rate movements at all maturities furthermore the signals identified as being important for long term rates and term premia are indeed correlated with perceptions of uncertainty but are also related to changes in longer horizon economic forecasts this suggests a more balanced view of central bank communications transmitting to long term interest rates through both short rate expectations and uncertainty

relationship between oil price and exchange rate by fda and copula this article investigates the relationship between daily crude oil prices and exchange rates functional data analysis is used to show the clustering pattern of exchange rates and oil prices over the time period through high dimensional visualizations we select exchange rates for important currencies related to crude oil prices by using the objective bayesian variable selection method the selected sample data exhibits non normal distribution with fat tails and skewness under the non normality of the return series we use copula functions that do not require to assume the bivariate normality to consider marginal distribution in particular our study applies the popular and powerful statistical methods such as gaussian copula partial correlations and gaussian copula marginal regression we find evidence of significant dependence for all considered pairs except for the mexican peso brent our empirical results also show that the rise in the west texas intermediate wti oil price returns is asso

energy conservation nudges and environmentalist ideology evidence from a randomized residential electricity field experiment nudges are being widely promoted to encourage energy conservation we show that while the electricity conservation nudge of providing feedback to households on own and peers home electricity usage works with liberals it can backfire with conservatives our regression estimates predict that a democratic household that pays for electricity from renewable sources that donates to environmental groups and that lives in a liberal neighborhood reduces its consumption by 3 percent in response to this nudge a republican household that does not pay for electricity from renewable sources and that does not donate to environmental groups increases its consumption by 1 percent

the fomc versus the staff where can monetary policymakers add value a key issue in monetary policymaking is the appropriate division of labor between the profes sional staff of the central bank and the appointed policymakers lars e o svensson 1999 argues that the appropriate role of a policymaking group such as the federal open market com mittee fomc in the united states is to make judgments about social welfare taking as given the likely outcomes of different policies as esti mated by the staff in this division the staff is relied upon to assess current and prospective economic conditions and to forecast the effects of different policies policymakers only role is to decide which of the various options should be chosen