debt leases taxes and the endogeneity of corporate tax status we provide evidence that corporate tax status is endogenous to financing decisions which induces a spurious relation between measures of financial policy and many commonly used tax proxies using a forward looking estimate of before financing corporate marginal tax rates we document a negative relation between operating leases and tax rates and a positive relation between debt levels and tax rates this is the first unambiguous evidence supporting the hypothesis that low tax rate firms lease more and have lower debt levels than high tax rate firms many theories of capital structure imply that all else equal the incentive to use debt financing increases with a firm s marginal tax rate due to the tax deductibility of interest expense e g modigliani and miller 1963 deangelo and masulis 1980 conversely leasing models generally predict that firms with low marginal tax rates employ relatively more leases than do firms with high marginal tax rates the logic behind the leasinlg prediction is that leases allow for the transfer of tax shields from firms that cannot fully utilize the associated tax deduction lessees to firms that can lessors e g myers dill and bautista 1976 smith and wakeman 1985 ross westerfield and jaffe 1996 despite these straightforward predictions empirically testing for tax effects is difficult because a spurious relation exists between the financing decision and many commonly used tax proxies specifically both interest expense and lease payments are tax deductible thus a firm that finances its operations with debt or leases reduces its taxable income potentially lowering its expected marginal tax rate if not properly addressed this endogeneity of the tax rate can bias an experiment in favor of finding a negative

measuring contagion between energy market and stock market during financial crisis a copula approach abstract in this paper we apply time varying copulas to investigate whether a contagion effect existed between energy and stock markets during the recent financial crisis using the wti oil spot price the s p500 index the shanghai stock market composite index and the shenzhen stock market component index returns evidence was found for a significantly increasing dependence between crude oil and stock markets after the failure of lehman brothers thus supporting the existence of contagion in the sense of forbes and rigobon s 2002 definition moreover increased tail dependence and symmetry characterize all the paired markets this indicates that significant increases in tail dependence are an actual dimension of the contagion phenomenon and that crude oil and stock prices are linked to the same degree regardless of whether markets are booming or crashing during the sample period finally the contagion effect is found to be much weaker for china than the us the empirical results have potentially important implications for risk management

assessing nominal income rules for monetary policy with model and data uncertainty nominal income rules for monetary policy have long been debated but two issues are of particular recent interest first there are questions about the performance of such rules over a range of plausible empirical models especially models with and without explicit rational inflation expectations second there are questions about the performance of these rules in real time using the type of data that is actually available contemporaneously to policy makers rather than final revised data this paper determines optimal monetary policy rules in the presence of such model uncertainty and real time data uncertainty and finds only a limited role for nominal output growth

a model free test for contagion between crude oil and stock markets this paper extends hong et al 2007 s model free test to analyze the contagion a simulation experiment reveals that our test has reasonable size and good power in finite sample we use this test and find the strong evidence of contagion between crude oil and stock markets

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

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

estimating the natural rate of unemployment and testing the natural rate hypothesis how should one measure the natural rate of unemployment this paper proposes a systems procedure as an alternative to nairu the natural rate is treated as an unobserved state variable in a system that includes measurement equations for the unemployment rate the rate of wage growth and the rate of inflation the model is derived from a version of the wage bargaining model of blanchard and embodies a version of the natural rate hypothesis the model is estimated by embedding the kalman filter within the full information maximum likelihood procedure for us data the estimated model implies substantial post war variation in the natural rate and a negative but weak effect of inflation surprises on unemployment copyright 1999 john wiley sons ltd

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

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

the dynamic effects of aggregate demand and supply disturbances we interpret fluctuations in gnp and unemployment as due to two types of disturbances disturbances that have a permanent effect on output and disturbances that do not we interpret the first as supply disturbances the second as demand disturbances demand disturbances have a hump shaped mirror image effect on output and unemployment the effect of supply disturbances on output increases steadily over time peaking after two years and reaching a plateau after five years

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

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

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

hedging with futures does anything beat the naive hedging strategy this paper investigates out of sample performance of the naive hedging strategy relative to that of the minimum variance hedging strategy in which the covariance parameters are estimated from 18 e

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

dynamic correlation analysis of financial contagion evidence from asian markets we apply a dynamic conditional correlation model to nine asian daily stock return data series from 1990 to 2003 the empirical evidence confirms a contagion effect by analyzing the correlation coefficient series we identify two phases of the asian crisis the first shows an increase in correlation contagion the second shows a continued high correlation herding statistical analysis of the correlation coefficients also finds a shift in variance during the crisis period casting doubt on the benefit of international portfolio diversification evidence shows that international sovereign credit rating agencies play a significant role in shaping the structure of dynamic correlations in the asian markets

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

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

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

output gaps and monetary policy in the emu area abstract several considerations suggest that the ecb may respond to emu wide output gaps in setting policy estimated reaction functions indicate that central banks respond to output gaps a taylor rule in which the central bank responds to inflation and the gap accounts for recent movements in interest rates in the emu area and optimal control exercises conducted in estimated econometric models suggest that reacting to the gap may be optimal even if the central bank cares solely about inflation in this paper we obtain point estimates with associated confidence bands of the emu wide output gap using uc models

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

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

forecasting output gaps in the g 7 countries the role of correlated innovations and structural breaks trend gdp and output gaps play an important role in fiscal and monetary policy formulation often including the need for forecasts in this article we focus on forecasting trend gdp and output gaps with beveridge nelson trend cycle decompositions trend cycle decompositions and investigate how these are affected by assumptions concerning correlated innovations and structural breaks we evaluate expanding window one step ahead forecasts indirectly for the g 7 countries on the basis of real gdp growth rate forecasts we find that correlated innovations affect real gdp growth rate forecasts positively while allowing for structural breaks works for some countries but not for all in the face of uncertainty the evidence supports that in making forecasts of trends and output gap policy makers should focus on allowing for the correlation of shocks as an order of priority higher than unknown structural breaks

analyst coverage and corporate tax aggressiveness abstract we examine the impact of analyst coverage on corporate tax aggressiveness to address endogeneity concerns we perform a difference in differences analysis using a setting which causes exogenous decreases in analyst coverage our tests identify a negative causal effect of analyst coverage on tax aggressiveness suggesting that higher analyst coverage constrains corporate tax aggressiveness further cross sectional variation tests find that this constraining effect on tax aggressiveness is more pronounced in firms with lower investor recognition and firms with more opaque information environments our results are consistent with the notion that higher analyst coverage increases the visibility of aggressive tax planning behavior as well as heightens analysts demand for more transparent information which in turn reduces tax aggressiveness

measuring the nairu evidence from seven economies several specifications of state space models are used to obtain estimates of the nairu for the g7 except japan plus australia over the past 28 years a phillips curve type regression is shown to deliver estimates that do not mimic low frequency movements in unemployment rates even when a drift is included in the specification of the nairu standard errors around the estimates are extremely large using information about the behavior of unemployment in addition to inflation alleviates both these shortcomings

corporate tax aggression and debt we provide a tradeoff model of the capital structure that allows leverage to be a function of a firm s choice of tax aggressiveness the model s testable implications are supported empirically debt use is inversely related to corporate tax aggression for most firms and the relation is economically important this substitution effect is especially evident for firms exhibiting high tax shelter prediction scores the effect attenuates for benign forms of tax avoidance and during the recent credit crisis period for the most profitable firms debt and tax aggression are complements our results extend the empirical findings of graham and tucker 2006

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

hours per capita and productivity evidence from correlated unobserved components models recent studies debate the effect of a permanent productivity shock on hours per capita within a structural var context this paper examines the issue using a correlated unobserved components uc framework the estimates show that permanent shocks to productivity are negatively correlated with transitory shocks to hours this result is robust for non stationary or levels stationary specifications of hours model comparisons indicate that the data do not favor imposing var type restrictions on the uc models copyright 2008 john wiley sons ltd

economic consequences of increasing the conformity in accounting for uncertain tax benefits abstract commentary during the development of fasb interpretation no 48 suggests the interpretation could be costly for firms because new disclosure requirements could be used by the irs to more effectively challenge uncertain tax positions stock returns around fin 48 pronouncements suggest investors were not concerned about an increase in tax costs and investors responded favorably to initial disclosures required under fin 48 however we document a significant negative market reaction to subsequent news of a senate inquiry into these disclosures consistent with investors revising their beliefs over the potential for additional tax costs

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