time varying smooth transition autoregressive models nonlinear regime switching behavior and structural change are often perceived as competing alternatives to linearity in this article we study the so called time varying smooth transition autoregressive tv star model which can be used both for describing simultaneous nonlinearity and structural change and for distinguishing between these features two modeling strategies for empirical specification of tv star models are developed monte carlo simulations show that neither of the two strategies dominates the other a specific to general to specific procedure is best suited for obtaining a first impression of the importance of nonlinearity and or structural change for a particular time series a specific to general procedure is most useful in careful specification of a model with nonlinear and or time varying properties an empirical application to a large dataset of u s macroeconomic time series illustrates the relative merits of both modeling strategies

the inflation tax in a real business cycle model money is incorporated into a real business cycle model using a cash in advance constraint the model economy is used to analyze whether the business cycle is different in high inflation and low inflation economies and to analyze the impact of variability in the growth rate of money in addition the welfare cost of the inflation tax is measured and the steady state properties of high and low inflation economies are compared

forecasting recessions the puzzle of the enduring power of the yield curve for over two decades researchers have provided evidence that the yield curve specifically the spread between long and short term interest rates contains useful information for signaling future recessions despite these findings forecasters appear to have generally placed too little weight on the yield spread when projecting declines in the aggregate economy indeed we show that professional forecasters are worse at predicting recessions a few quarters ahead than a simple real time forecasting model that is based on the yield spread this relative forecast power of the yield curve remains a puzzle the appendix is included online as supplementary material

seasonal cycles business cycles and the comovement of inventory investment and output the importance of inventory investment in the business cycle is well known its role in the seasonal cycle is less well known the authors examine the variation of inventory investment and its comovement with output over the seasonal and business cycles they measure the deterministic and stochastic seasonal components of monthly inventory data and find seasonality contributes about 75 percent of the total variance similar to the proportion found in gdp the authors find that inventory investment and output exhibit high correlation with similar magnitudes at seasonal and business cycle frequencies these findings are consistent with the idea that seasonal cycles and business cycles are propagated through similar mechanisms and suggest that inventory investment may play as important a role in the seasonal cycle as it does in the business cycle

a multicountry characterization of the nonstationarity of aggregate output the authors compute the scaled varlogram the variances of kth differences scaled by the variance of first differences of the log of annual per capita real aggregate output gdp or gnp as measured by 1 the long series for the united states and united kingdom 2 angus maddison s 1982 long series for twelve countries and 3 the postwar ifs data for thirty two countries simulations show that the scaled varlogram of real output is nearly always more consistent with the data being generated by parsimonious difference stationary than trend stationary univariate processes in fact the data reveal some excess nonstationarity relative to parsimonious arima models the power of the scaled varlogram to discriminate between trend stationary and difference stationary processes is somewhat greater than that of a dickey fuller type f test copyright 1990 by ohio state university press

the brevity and violence of contractions and expansions abstract early studies of business cycles argued that contractions in economic activity were briefer shorter and more violent rapid than expansions this paper systematically investigates this claim and in the process discovers a robust new business cycle fact contractions in employment are briefer and more violent than expansions but we cannot reject the null of equal brevity and violence for expansions and contractions in output the difference arises because employment typically lags output around peaks but they coincide in their troughs we discuss the performance of existing business cycle models in accounting for this fact and conclude that none can fully account for it we then show that a business cycle model with asymmetric adjustment costs on employment and a choice of when to scrap old technologies can account for the business cycle fact both qualitatively and quantitatively

wage stickiness and the non neutrality of money a cross industry analysis abstract the paper provides an empirical test of sticky wage models of business fluctuations by focusing on industry level cross sectional implications that emerge this breaks the observational equivalence existing at the aggregate level between rational expectations long term contracting and imperfect information models the specific implication tested is whether output responses to nominal disturbances industry phillips curve slopes are inversely related to wage indexation elasticities the phillips curve slopes are found to vary across industries for the canadian economy but bear no relationship to indexation elasticities casting doubt on the role of nominal wage rigidity in generating the observed non neutrality of money

changes in the behavior of output in the united kingdom 1856 1990 abstract this paper reports evidence of major increases in the persistence of output as well as contributions of low frequency components to the variance of output growth for the united kingdom during 1856 1990 these results are contrary to those obtained by jaeger 1990

measuring business cycles a modern perspective in the first half of this century special attention was given to two features of the business cycle 1 the comovement of many individual economic series and 2 the different behavior of the economy during expansions and contractions both of these attributes were ignored in many subsequent business cycle models which were often linear representations of a single macroeconomic aggregate however recent theoretical and empirical research has revived interest in each attribute separately notably dynamic factor models have been used to obtain a single common factor from a set of macroeconomic variables and nonlinear models have been used to describe the regime switching nature of aggregate output we survey these two strands of research and then provide some suggestive empirical analysis in an effort to unite the two literatures and to assess their usefulness in a statistical characterization of business cycle dynamics

the distribution of money balances and the nonneutrality of money recent monetary models with explicit microfoundations are made tractable by assuming that agents have access to centralized markets after one round of decentralized trade given quasi linear preferences this makes the distribution of money degenerate which keeps the models simple but precludes the discussion of distributional effects of monetary policy we generalize these models by assuming two rounds of trade before agents can readjust their money holdings to study a range of new distributional effects analytically we show that unexpected symmetric lump sum money injections may increase short run output and welfare whereas asymmetric injections may increase long run output and welfare

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

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

have postwar economic fluctuations been stabilized previous investigations of whether the volatility of the u s economy diminished after world war ii have been inconclusive because of questionable prewar macroeconomic aggregates we examine more broadly the hypothesis of the stabilization of the postwar economy by focusing on the duration of business cycles rather than their amplitude in the process we avoid the debate about the quality of prewar aggregates using distribution free statistics we find clear evidence of postwar duration stabilization in terms of a shift toward longer expansions and shorter contractions moreover we find no shift in whole cycle durations which suggests a reallocation of the business cycle away from contraction and toward expansion

federal reserve interest rate targeting rational expectations and the term structure abstract the amount of information in the yield curve for forecasting future changes in short rates varies with the maturity of the rates involved indeed spreads between certain long and short rates appear unrelated to future changes in the short rate contrary to the rational expectations hypothesis of the term structure this paper estimates a daily model of federal reserve interest rate targeting behavior which accompanied by the maintained hypothesis of rational expectations explains the varying predictive ability of the yield curve and elucidates the link between fed policy and the term structure

an international housing market in the british isles evidence from business and medium term cycles using a friedman test it has been averred that there is an international market in housing inter alia adams z and fuss r 2010 macroeconomic determinants of international housing markets journal of housing economics

the cross industry effects of unanticipated money in an equilibrium business cycle model abstract this paper examines the differential real effects of monetary policy across industries the purpose is to test whether these differential effects can be accounted for by an incomplete information rational expectations model of the business cycle in the lucas barro tradition such a model implies a positive relation across markets between the variability of market specific shocks and the reduced form output effect of a monetary shock this proposition is tested using industry level post war u s data and support is found the exploration also uncovers other interesting industry level and aggregate results

liquidity loanable funds and real activity abstract this paper develops a general equilibrium model of two traditional explanations of the monetary black box linking money and real activity the liquidity effect and the loanable funds effect these effects are modeled with a monetary production economy in which central bank injections of cash are funnelled into the economy through the credit market since only borrowers have direct access to the newly injected cash monetary injections cause nominal interest rates to fall if firms are borrowers then monetary injections also increase current and future real activity

changes in business cycles evidence and explanations this paper shows that the volatility of annual real macroeconomic indicators for the united states and the average severity of recessions have declined only slightly between the pre world war i and post world war ii eras recessions have however become somewhat less frequent and more uniform it argues that the advent of macroeconomic policy after world war ii can account for both the observed continuity and change countercyclical monetary policy and automatic stabilizers have prolonged postwar expansions and prevented severe depressions at the same time policy induced booms and recessions have led to continued volatility of the postwar economy

are output fluctuations transitory according to the conventional view of the business cycle fluctuations in output represent temporary deviations from trend the purpose of this paper is to question this conventional view if fluctuations in output are dominated by temporary deviations from the natural rate of output then an unexpected change in output today should not substantially change one s forecast of output in say five or ten years our examination of quarterly postwar united states data leads us to be skeptical about this implication the data suggest that an unexpected change in real gnp of 1 percent should change one s forecast by over 1 percent over a long horizon

money prices interest rates and the business cycle the mechanisms governing the relationship of money prices and interest rates to the business cycle are the most studied and most disputed topics in macroeconomics in this paper we first document key empirical aspects of this relationship we then ask how well three benchmark rational expectations macroeconomic models a real business cycle model a sticky price model and a liquidity effect model account for these central facts while the models have diverse successses and failures none can account for the fact that real and nom inal interest rates are inverted leading indicators of real economic activity that is none of the models captures the post war u s business cycle fact that a high real or nominal interest rate in the current quarter predicts a low level of real economic activity two to four quarters in the future i introduction the positive correlation of monetary aggregates and real economic activity over the course of many business cycles is a key empirical fact about the u s economy indeed the dynamic dimension of this covariation is so strong and stable that a monetary variable has long been included in the commerce department s index of leading economic indica tors while this pattern of cyclical comovement is widely agreed upon its interpretation is not some macroeconomists view money as purely passive with a positive response to varying levels of economic activity producing the positive correlation others view changes in the quantity of money as an important perhaps dominant source of economic fluctua tions frequently the real effects of monetary changes are suggested to arise from frictions in commodity labor or financial markets in economic theories that describe the influence of these frictions the transmission mechanism from monetary changes to real activity is typically viewed as involving interest rates and the price level the primary goal of this paper is to evaluate three models that explain the link between money prices interest rates and the business cycle we do this in three steps first we docu ment the cyclical behavior of these variables in the united states over the postwar period second we construct three quantitative rational expectations models of macroeconomic activity i a real business cycle model with endogenous money ii a model of commodity market frictions with mon etary non neutralities arising from gradual adjustment of goods prices and iii a model of financial market frictions with monetary non neutralities arising from gradual adjust ments of portfolios finally we compare the models predic tion for the business cycle behavior of money prices and interest rates with the data in exploring the predictions of these models we take the stock of money to be one of several exogenous variables in the system all of our models are capable of generating a forecasting role for money relative to real economic activity similar to that found in the u s data in the real business model monetary changes can forecast real activity because productivity is related to many underlying sources of shocks and because these real shocks also affect the money stock in the models with sticky prices and liquidity effects short hand names for the models with frictions in the com modity and financial markets monetary changes have an additional direct positive effect on aggregate output the outline of the paper is as follows section ii describes the data and documents its business cycle characteristics section iii outlines the three macroeconomic models and develops the particular quantitative versions of the models used in our analysis our main empirical results are pre sented in section iv and section v summarizes our results and concludes

international evidence on output fluctuation and shock persistence we estimate output growth rate spectra for 58 countries the spectra exhibit diverse shapes to study the sources of this diversity we estimate the short run business cycle and long run frequency components of the sampled series for most oecd countries the bulk of the spectral mass is in the business cycle frequency band and the magnitude of this cyclical component increases with income for the developing countries however the spectral mass is not concentrated in the business cycle frequency band and the income cycle relationship is not as strong we also estimate two frequency domain measures of shock persistence and find both measures to vary considerably across countries with the u s having the lowest estimates for the oecd countries most of the variation in the variance ratio statistic appears to be explained by the variation in the long term growth component

output growth and its volatility the gold standard through the great moderation this study examines the relationship between u s output growth and its volatility over the period 1876 i to 2012 ii we adjust the data for outliers and structural breaks we employ generalized autoregressive conditional heteroskedasticity garch and exponential garch egarch specifications normality and homoskedasticity appear only in the garch or egarch model that corrects for the outliers when including the break in the mean equation high volatility persistence remains after also accommodating the breaks in the variance equation the integrated garch effect proves spurious either for the symmetric or the asymmetric model finally our empirical results suggest that the finding of higher output growth volatility stimulating output growth and higher output growth reducing its volatility obtained from the symmetric garch in mean garch m model also proves spurious as a result of the emergence of an asymmetric effect our more appropriately specified asymmetric egarch m model suggests positive volatility in mean and level effects in the long period real gross national product series

swedish business cycles 1861 1988 abstract we examine swedish business cycle data for 1861 1988 in the time domain as well as in the frequency domain there is evidence of a business cycle in the form of considerable spectral mass for cycles between three and eight years the variability of the series varies considerably over time for most series it is highest in the inter war period relative variability is fairly stable over time cross section ratios between moving standard deviations for the series do not change much comovements are also stable over time correlation coefficients do not change much either

anticipated inflation and the capital stock in a cash in advance economy abstract an economy is constructed in which the steady state capital stock is inversely related to the rate of inflation as a result that is directly opposite the usual conclusion

did leaving the gold standard tame the business cycle evidence from nber reference dates and real gnp most probable break point ushering in an era of longer u s expansions both absolutely and relative to subsequent recessions their analysis is based on cycle durations as defined by national bureau of economic research nber reference dates however much of macroeconomic analysis is based on i growth cycles i e periods when the economy s production is above or below trend rather than absolute increases or decreases in economic activity and ii aggregate time series volatility as the prime indicator of macroeconomic stability in light of this we reevaluate the march 1933 break point first using hp filtered quarterly gross national product gnp our analysis of growth cycle durations still implies a break point near 1933 second we test for structural breaks in the volatility of gnp growth rates and deviations from trends these tests suggest a structural break considerably later than

on the periodic structure of the business cycle this article tests whether an economic recovery is equally likely to occur in any month of the year i test this hypothesis with a homogeneous markov switching regime model and use the turning point dates for business cycles marked by the national bureau of economic research and romer i tend to find unequal probabilities to switch from recession to expansions in particular the spring and the month of december appear to have higher incidence of economic recovery my results also imply that recessions and expansions are on average longer or shorter depending on what time of the year they start this suggests the presence of a seasonal pattern in business cycle durations though such a notion of seasonality is quite different from the common one based on unobserved component linear time series models i investigate issues that go beyond linear dependence between seasonality and business cycles

has fiscal policy helped stabilize the postwar u s economy abstract in this paper i consider whether postwar fiscal policy has helped stabilize the u s economy i do this by adding to the stochastic growth model fiscal policy feedback rules estimated from postwar data these rules allow fiscal policies to respond to current and lagged output and labor hours i use the estimated policy rules to see if postwar fiscal policy reduces output volatility and or lengthens expansions and shortens recessions i find that fiscal policy in general provides little stability on either count i also find that the endogenous feedback links by themselves can provide some stabilization

are supply shocks important for real exchange rates a fresh view from the frequency domain abstract this paper re examines the role of supply shocks for real exchange rate fluctuations and contributes by exploiting insights from the frequency domain perspective in contrast to the existing literature our empirical findings point towards an important role played by supply productivity shocks in driving us real effective exchange rate fluctuations at low frequencies while real demand shocks matter mostly at high and medium frequencies in addition we propose an approach to structurally decompose the persistence of the real exchange rate and find that supply shocks explain up to half of its persistence

international evidence on the size of the random walk in output this paper contributes three extensions of cochrane s work on measuring the relative stability of long term growth it estimates variance ratios for nine oecd countries over the period 1871 1985 presents an improved approximation to the distribution of the variance ratio and considers the comovements of long growth cycles across countries the evidence indicates that the relative stability of long term growth found by cochrane is unique to the united states relative to the united states most countries have more variable dynamics at low frequencies and smoother dynamics at frequencies traditionally associated with business cycles

international evidence on the persistence of economic fluctuations abstract this paper presents new evidence on the persistence of fluctuations in real gnp we estimate two measures of persistence nonparametrically using post war quarterly data from canada france germany italy japan the united kingdom and the united states we compare these estimates with monte carlo results from various ar 2 processes for six out of seven countries the point estimates indicate that a 1 shock to output should change the long run unvariate forecast of output by well over 1 low order arma models yield similar conclusions finally we examine the persistence in relative outputs of different countries

volatility and persistence of fluntuations individual production series in italy 1890 1985 the analysis is focused on possible time related changes in the cyclical behaviour of production using a set of individual production series disaggregate data are used to analyse whether short run fluctuations have actually become less extreme or erratic in time and whether the tendency of shocks to have permanent or transitory effects has changed between the pre war and post war eras a third aspect of cyclical trends examined concerns the correlation of short term changes across sectors the main finding of the paper is that there has been little change in the behaviour of the individual series over time in fluctuation size persistence and frequency thus a reduction in variability appears also to be due to a problem of statistical measurement rather then suggesting as the standard literature does that demand shocks were unimportant in the post war period which implies that supply shocks were more important an estimate of the italian experience gives evidence of the importance of both causes

spatial growth volatility and age structured human capital dynamics in europe abstract we study dynamic output co movements in europe in a spatial setting where proportion of human capital and its appropriation pattern in production define distance among countries significant spatial output and shock correlations are found suggesting possible welfare enhancing cross country policy coordination

two illustrations of the quantity theory of money of two central implications of the quantity theory of money that a given change in the rate of change in the quantity of money induces i an equal change in the rate of price inflation and ii an equal change in nominal rates of interest the illustrations were obtained by comparing moving averages of the three variables in question using quarterly u s time series for the period 1953 77 readers may find the results of interest as additional confirmation of the quantity theory as an example of one way in which the quantity theoretic relationships can be uncovered via atheoretical methods from time series which are subject to a variety of other forces or as a measure of the extent to which the inflation and interest rate experience of the postwar period can be understood in terms of purely classical monetary forces the theoretical background of the study is reviewed very briefly as it is familiar material in the next section the data processing methods are described and rationalized in section ii the illustrations

monetary policy in a financial crisis what are the economic effects of an interest rate cut when an economy is in the midst of a financial crisis under what conditions will a cut stimulate output and employment and raise welfare under what conditions will a cut have the opposite effects we answer these questions in a general class of open economy models where a financial crisis is modeled as a time when collateral constraints are suddenly binding we find that when there are frictions in adjusting the level of output in the traded good sector and in adjusting the rate at which that output can be used in other parts of the economy then a cut in the interest rate is most likely to result in a welfare reducing fall in output and employment when these frictions are absent a cut in the interest rate improves asset positions and promotes a welfare increasing economic expansion