why do we smile on the determinants of the implied volatility function abstract we report simple regressions and granger causality tests in order to understand the pattern of implied volatilities across exercise prices we employ all calls and puts transacted between 16 00 and 16 45 on the spanish ibex 35 index from january 1994 to april 1996 transaction costs proxied by the bid ask spread seem to be a key determinant of the curvature of the volatility smile moreover time to expiration the uncertainty associated with the market and the relative market momentum are also important variables in explaining the smile

tracking the slowdown in long run gdp growth using a dynamic factor model that allows for changes in both the long run growth rate of output and the volatility of business cycles we document a significant decline in long run output growth in the united states our evidence supports the view that most of this slowdown occurred prior to the great recession we show how to use the model to decompose changes in long run growth into its underlying drivers at low frequencies a decline in the growth rate of labor productivity appears to be behind the recent slowdown in gdp growth for both the united states and other advanced economies when applied to real time data the proposed model is capable of detecting shifts in long run growth in a timely and reliable manner

did bank distress stifle innovation during the great depression we find a negative relationship between bank distress and the level quality and trajectory of firm level innovation during the great depression particularly for r d firms operating in capital intensive industries however we also show that because a sufficient number of r d intensive firms were located in counties with lower levels of bank distress or were operating in less capital intensive industries the negative effects were mitigated in aggregate although depression era bank distress was associated with the stifling of innovation our results also help to explain why technological development was still robust following one of the largest shocks in the history of the u s banking system

examining structural breaks and growth rates in international health expenditures over the last decade there has been a growing interest in examining health expenditures in this paper we study the behaviour of health expenditures in the g3 countries usa the uk and japan and three european countries the uk switzerland and spain over the period 1960 2000 from a different perspective in that we examine 1 whether there is a common structural break in health expenditures across the g3 and european countries 2 whether structural breaks have slowed down health expenditure growth rates in these countries or vice versa our main findings are that 1 health expenditures share a common break in both bivariate and trivariate cases and structural breaks and break intervals suggest that either one or a combination of events second oil price shock the 1987 stock market crash and or recessions have contributed to the commonality of break in health expenditures in the g3 while the oil price shocks have been instrumental in the commonality of breaks for the european countries 2 except for the uk structural breaks have slowed down growth rates in health expenditures for the usa japan switzerland and spain

pricing vxx option with default risk and positive volatility skew abstract this paper proposes and makes a comparative study of alternative models for vxx option pricing factors such as mean reversion jumps default risk and positive volatility skew are taken into consideration in particular default risk is characterized by jump to default framework and the positive volatility skew issue is addressed by stochastic volatility of volatility and jumps daily calibration is conducted and comparative study of the models is performed to check whether they properly fit market prices and generate reasonable positive volatility skews and deltas overall jump to default extended lrj model with positive correlated stochastic volatility called jdlrjsv in the paper serves as the best model in all the required aspects

co2 emissions and economic activity a short to medium run perspective abstract this paper looks at the short to medium run impact of economic activity on co2 emissions in the united states shifting the existing focus away from the long run environmental kuznets curve ekc our novel methodological approach combines discrete wavelet transforms with dynamic factor models this allows us to i estimate economic and emissions cycles at different frequencies and ii let economic activity be estimated from many different economic variables rather than focussing on a small number as in existing studies from our results one might at first conclude that emissions are not linked to economic activity in the short run however when looking at the cycles uncovered at timescales of length one to three years we see that there are indeed strong linkages policymakers therefore cannot be exclusively long termist when evaluating the impact of economic policy on the environment

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

nowcasting the real time informational content of macroeconomic data abstract a formal method is developed for evaluating the marginal impact that intra monthly data releases have on current quarter forecasts nowcasts of real gross domestic product gdp growth the method can track the real time flow of the type of information monitored by central banks because it can handle large data sets with staggered data release dates each time new data are released the nowcasts are updated on the basis of progressively larger data sets that reflecting the unsynchronized data release dates have a jagged edge across the most recent months

does neoclassical theory account for the effects of big fiscal shocks evidence from world war ii much debate surrounds the usefulness of the neoclassical growth model for assessing the macroeconomic impact of fiscal shocks we test the theory using data from world war ii which is by far the largest fiscal shock in the history of the united states we take observed changes in fiscal policy during the war as inputs into a parameterized dynamic general equilibrium model and compare the values of all variables in the model to the actual values of these variables in the data our main finding is that the theory quantitatively accounts for macroeconomic activity during this big fiscal shock

retrospectives x efficiency in a 1966 article in the american economic review harvey leibenstein introduced the concept of x efficiency the gap between ideal allocative efficiency and actually existing efficiency leibenstein insisted that absent strong competitive pressure firms are unlikely to use their resources efficiently and he suggested that x efficiency is pervasive leibenstein of course was attacking a fundamental economic assumption that firms minimize costs the x efficiency article created a firestorm of criticism at the forefront of leibenstein s powerful critics was george stigler who was very protective of classical price theory in terms of rhetorical success stigler s combination of brilliance and bluster mostly carried the day while leibenstein s response to stigler was well reasoned it never resonated with many economists and leibenstein remains undeservedly underappreciated leibenstein s challenge is as relevant today as it ever was

okun s law and productivity innovations a long tradition in macroeconomics dating back to arthur okun 1965 and walter oi 1962 regards cyclical productivity fluctuations as an artifact a residual generated from the incomplete and lagged response of employment and labor hours to demand driven fluctuations in real output in okun s version a one percent decline in output relative to trend is divided up into a reduction of 1 3 point in productivity and 2 3 point in aggregate hours the latter is further subdivided into a reduction of 1 3 point in the employment rate with the remaining adjustment taking the form of lower hours per employee and in the labor force participation rate hereafter lfpr yet this tradition of regarding cyclical productivity fluctuations as a byproduct of demand driven output cycles has been almost forgotten over the past three decades as a result of widespread adoption of the real business cycle rbc model in which productivity shocks are treated as exogenous as unexplained as unrelated to aggregate demand and as the sole driver of business cycles even in the more enlightened modern macro work on dynamic stochastic general equilibrium models aggregate demand and sticky prices have reappeared but most recent papers still include an autonomous technology shock as one of several causes of short term business cycle fluctuations revisiting and rethinking the business cycle

short term gdp forecasting with a mixed frequency dynamic factor model with stochastic volatility in this article we develop a mixed frequency dynamic factor model in which the disturbances of both the latent common factor and of the idiosyncratic components have time varying stochastic volatilities we use the model to investigate business cycle dynamics in the euro area and present three sets of empirical results first we evaluate the impact of macroeconomic releases on point and density forecast accuracy and on the width of forecast intervals second we show how our setup allows to make a probabilistic assessment of the contribution of releases to forecast revisions third we examine point and density out of sample forecast accuracy we find that introducing stochastic volatility in the model contributes to an improvement in both point and density forecast accuracy supplementary materials for this article are available online

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

health care expenditure and gdp are they broken stationary in this paper we analyse the stationarity of the real per capita health care expenditure hce and real per capita gdp for a sample of oecd countries allowing for the presence of multiple structural breaks one novelty of the paper is that it permits the presence of structural breaks that affect both the level and the slope of the time series after the cross section dependence is accounted for we have found that these variables can be characterised as stationary processes evolving around a broken trend

infrastructure investment a review essay economists try not to be faddists but they often cannot help themselves while work on a topic should mirror the prospective importance of the topic that situation seems to occur with disappointing frequency instead the usual pattern is that some reasonably important topic will be totally ignored for the longest time then recognized and then the subject of a flurry of work all out of proportion to its likely long run importance nowhere has this speculative bubble of economic research been more clearly illustrated than with infrastructure investment macroeconomists havelong felt that the stock of public capital is an important factor input in the production of total output macroeconomists have known that u s productivity growth slowed dramatically in about 1973 and macroeconomists should have known that united states investment in public capital has been down since the late 1960s yet analysis of the u s productivity slowdown completely ignored infrastructure investment for the first fifteen years of this slowdown concentrating instead on energy prices social regulation the composition of the work force research and development different rates of obsolescence of the private capital stock and any number of other matters the public capital stock was hardly ever even mentioned as a potential factor in the productivity slowdown aschauer changed all that he wrote a series of papers 1989a 1989b 1989c that put these two movements together econometrically infrastructure investment turned down and aggregate productivity turned down slightly later both in the united states and in some other developed countries his work hit the magic button those who had worried about the productivity puzzle for fifteen years welcomed a new suspect those who were worried about low rates of u s national saving welcomed a new way to make their argument even more forcefully than with official figures on saving and investment which do not count infrastructure investment as investment political liberals and liberal politicians saw a way to rescue government spending and projects from the assaults of reaganism and even a way to avoid oth

a new factor to explain implied volatility smirk in this paper we find empirical evidence of a new smirk factor obtained from the jump structure of the risk neutral distribution of the underlying levy process as an application we show how to price a barrier style contract

drift and breaks in labor productivity abstract we use endogenous break tests and the stock watson tvp mub methodology to investigate changes in the equilibrium rate of growth of labor productivity in the u s the eurozone the u k australia and japan since wwii results for the u s well capture the conventional wisdom of a golden era of high productivity growth the 1950s and 1960s a marked deceleration starting from the beginning of the 1970s and a strong growth resurgence starting from mid 1990s results for the eurozone point towards a deceleration since the early 1980s with the equilibrium rate of growth of output per hour falling to 0 9 in 2004 4

a nonlinear approach to testing the unit root null hypothesis an application to international health expenditures in this article we examine the unit root null hypothesis for per capita total health expenditures hes per capita private hes and per capita public hes for 29 organization for economic co operation and development oecd countries the novelty of our work is that we use a new nonlinear unit root test that allows for one structural break in the data series we find that for around 45 of the countries we are able to reject the unit root hypothesis for each of the three he series moreover using monte carlo simulations we show that our proposed unit root model has better size and power properties than the widely used augmented dickey fuller adf and lagrange multiplier lm type tests

health care expenditure and integration in the countries of the european union national health care differs between the member states of the european union in the quality and quantity demanded and supplied reflecting different economic structures and health care organization and delivery systems since health care expenditure depends primarily on the level of economic development and the structure of the population only convergence in economic performance and the standards of living can lead to convergence of health expenditure standards

the quiet revolution that transformed women s employment education and family the modern economic role of women emerged in four phases the first three were evolutionary the last was revolutionary phase i occurred from the late nineteenth century to the 1920s phase ii was from 1930 to 1950 phase iii extended from 1950 to the late 1970s and phase iv the quiet revolution began in the late 1970s and is still ongoing three aspects of women s choices distinguish the evolutionary from the revolutionary phases horizon identity and decision making the evolutionary phases are apparent in time series data on labor force participation the revolutionary phase is discernible using time series evidence on women s more predictable attachment to the workplace greater identity with career and better ability to make joint decisions with their spouses each of these series has a sharp break or inflection point signifying social and economic change these changes moreover coincide by birth cohort or period the relationship between the development of modern labor economics and the reality of women s changing economic role is explored the paper concludes by assessing whether the revolution has stalled or is being reversed women who graduated college in the early 1980s did not opt out but recent cohorts are too young to evaluate this abstract was borrowed from another version of this item

a new coincident index of business cycles based on monthly and quarterly series maximum likelihood factor analysis of time series is possible even when some series are quarterly and others are monthly treating quarterly series as monthly series with missing observations and replacing them with artificial observations independent of the model parameters one can apply the kalman filter to a state space representation of a factor model and evaluate the likelihood function an application to quarterly real gdp and monthly coincident business cycle indicators gives a new coincident index of business cycles the new index is essentially the smoothed estimate of latent monthly real gdp and should improve upon the stock watson index

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

lessons from the 1930s great depression this paper provides a survey of the great depression comprising both a narrative account and a detailed review of the empirical evidence focusing especially on the experience of the united states we examine the reasons for and flawed resolution of the american banking crisis as well as the conduct of fiscal and monetary policy we also consider the pivotal role of the gold standard in the international transmission of the slump and leaving gold as a route to recovery policy lessons for today from the great depression are discussed as are some implications for macroeconomics

the fiscal role of conscription in the u s world war ii effort an often overlooked role of conscription is as a method of lump sum taxation in times of war conscription of military personnel allows the fiscal authority to minimize wartime government expenditure and hence minimize tax distortions associated with war finance this paper presents a simple dynamic general equilibrium model to articulate this view and calibrates the model to the u s world war ii experience analysis of the calibrated model indicates that the welfare value of conscription as a fiscal policy tool is quantitatively large despite the fact that the american involvement lasted only four years conscription is worth approximately 2 of annual aggregate consumption in perpetuity

the finite moment log stable process and option pricing we document a surprising pattern in s p 500 option prices when implied volatilities are graphed against a standard measure of moneyness the implied volatility smirk does not flatten out as maturity increases up to the observable horizon of two years this behavior contrasts sharply with the implications of many pricing models and with the asymptotic behavior implied by the central limit theorem clt we develop a parsimonious model which deliberately violates the clt assumptions and thus captures the observed behavior of the volatility smirk over the maturity horizon calibration exercises demonstrate its superior performance against several widely used alternatives

inferring volatility dynamics and risk premia from the s p 500 and vix markets abstract we estimate a flexible affine model using an unbalanced panel containing s p 500 and vix index returns and option prices and analyze the contribution of vix options to the model s in and out of sample performance we find that they contain valuable information on the risk neutral conditional distributions of volatility at different time horizons which is not spanned by the s p 500 market this information allows enhanced estimation of the variance risk premium we gain new insights on the term structure of the variance risk premium present a trading strategy exploiting these insights and show how to improve s p 500 return forecasts

measuring the international dimension of output volatility abstract this paper studies output fluctuations in a panel of oecd economies with the aim to decompose the evolution in output volatility into domestic and international factors to this end we use a factor augmented dynamic panel model with both domestic and international shocks and spillovers between countries through trade linkages changes in the volatility of output growth can be due to time varying sensitivity to these shocks changes in the propagation mechanism or shifts in the variances of shocks we explicitly model cross sectional dependence in the variance equation by specifying a common factor structure in the volatility of domestic shocks the results show that while the size of international shocks and spillovers does not decrease in most countries the volatilities of domestic shocks share a clear common decreasing trend hence the great moderation appears to be mainly driven by a decline in the volatility of domestic shocks rather than smaller international shocks

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

extracting a robust u s business cycle using a time varying multivariate model based bandpass filter we develop a flexible business cycle indicator that accounts for potential time variation in macroeconomic variables the coincident economic indicator is based on a multivariate trend cycle decomposition model and is constructed from a moderate set of us macroeconomic time series in particular we consider an unobserved components time series model with a common cycle that is shared across different time series but adjusted for phase shift and amplitude the extracted cycle can be interpreted as a model based bandpass filter and is designed to emphasize the business cycle frequencies that are of interest to applied researchers and policymakers stochastic volatility processes and mixture distributions for the irregular components and the common cycle disturbances enable us to account for the heteroskedasticity present in the data forecasting results are presented for a set of different specifications point forecasts from the preferred model indicate a future recession with the uncertainty over the business cycle growing quickly as the forecast horizon increases copyright 2010 john wiley sons ltd

good booms bad booms credit booms usually precede financial crises however some credit booms end in a crisis bad booms and others do not good booms we document that while all booms start with an increase of total factor productivity tfp and labor productivity lp such growth falls much faster subsequently for bad booms we then develop a simple framework to explain this firms finance investment opportunities with short term collateralized debt if agents do not produce information about the collateral quality a credit boom develops accommodatingfirms with lower quality projects and increasing the incentives of lenders to acquire information about the collateral eventually triggering a crisis when the average quality of investment opportunities also grows the credit boom may not end in a crisis because the gradual adoption of low quality projects is not strong enough to induce information about collateral finally we also test the main predictions of the model

is it one break or ongoing permanent shocks that explains u s real gdp the relative importance of permanent versus cyclical shocks to gdp has been found to depend on the presence or absence of a single break in mean growth we estimate unobserved components models conditional on a trend break having occurred in any specified quarter and use the bayesian model averaging to combine the conditional estimates we estimate a break occurred around 2006 1 allowing for a break significantly reduces estimates of trend variance however enough spread remains in the posterior distribution to indicate that available data does not definitively settle the question of the relative importance of trend versus cycle

nonparametric tests of alternative option pricing models using all reported trades and quotes on the 30 most active cboe option classes from august 23 1976 through august 31 1978

is public expenditure productive abstract this paper considers the relationship between aggregate productivity and stock and flow government spending variables the empirical results indicate that i the nonmilitary public capital stock is dramatically more important in determining productivity than is either the flow of nonmilitary or military spending ii military capital bears little relation to productivity and iii a core infrastructure of streets highways airports mass transit sewers water systems etc has most explanatory power for productivity the paper also suggests an important role for the net public capital stock in the productivity slowdown of the last fifteen years

fluctuations in uncertainty this review article tries to answer four questions i what are the stylized facts about uncertainty over time ii why does uncertainty vary iii do fluctuations in uncertainty matter and iv did higher uncertainty worsen the great recession of 2007 2009 on the first question both macro and micro uncertainty appears to rise sharply in recessions on the second question the types of exogenous shocks like wars financial panics and oil price jumps that cause recessions appear to directly increase uncertainty and uncertainty also appears to endogenously rise further during recessions on the third question the evidence suggests uncertainty is damaging for short run investment and hiring but there is some evidence it may stimulate longer run innovation finally in terms of the great recession the large jump in uncertainty in 2008 potentially accounted for about one third of the drop in gdp

earnings inequality and the business cycle abstract economists have long viewed recessions as contributing to increasing inequality however this conclusion is largely based on data from a period in which inequality was increasing over time this paper examines the connection between long run trends and cyclical variation in earnings inequality we develop a model in which cyclical and trend inequality are related and find that in our model recessions tend to amplify long run trends i e they involve more rapidly increasing inequality when long run inequality is increasing and more rapidly decreasing inequality when long run inequality is decreasing in support of this prediction we present evidence that during the first half of the 20th century when earnings inequality was generally declining earnings disparities indeed appeared to fall more rapidly in downturns at least among workers at the top of the earnings distribution

the sources of growth in a technologically progressive economy the united states 1899 1941 we develop new aggregate tfp growth estimates for the united states between 1899 and 1941 and sectoral estimates at the most disaggregated level so far 38 industries we include hard to measure services and a refined measure of sectoral labour quality growth the resulting dataset supersedes kendrick 1961 showing tfp growth lower than previously thought broadly based across industries and strongly variant intertemporally the four great inventions that gordon 2016 highlighted were important but less dominant in tfp growth than their predecessors in the british industrial revolution the findings also make it unlikely the 1930s had the twentieth century s highest tfp growth

the implied volatility smirk in the vxx options market abstractthe vxx option market has grown in popularity alongside the vxx etn market in activity and size of oustanding positions yet there is no complete vxx option pricing model this paper is the

measuring our ignorance one book at a time new indicators of technological change 1909 1949 abstract new indicators of technological change in the us based on information drawn from the catalogue of the library of congress for the period 1909 1949 are developed and used to pinpoint the relationship first between technical change and economic activity and second between fluctuations in innovative activity and the great depression although links between technological change output and productivity are found results suggest that the slowdown in technological progress in the early 1930s did not contribute significantly to the great depression on the other hand the remarkable acceleration in innovations after 1934 did play a role in the recovery

learning and shifts in long run productivity growth abstract an extensive literature has analyzed the macroeconomic effects of shocks to the level of aggregate productivity however there has been little corresponding research on sustained shifts in the growth rate of productivity in this paper we examine the effects of shocks to productivity growth in a dynamic general equilibrium model where agents do not directly observe whether shocks are transitory or persistent we show that an estimated kalman filter model using real time data describes economists long run productivity growth forecasts in the united states extremely well and that filtering has profound implications for the macroeconomic effects of shifts in productivity growth

job polarization an historical perspective this paper uses historical labour market data for belgium for the period 1846 2011 to illustrate how the employment impacts of the ongoing digital revolution after 1980 compare to those of the second industrial revolution before 1980 our analyses show that the period 1846 1947 was characterized by economy wide skill upgrading due to an increase in the demand for skilled relative to unskilled workers because of skill biased technological change sbtc the period 1947 81 is characterized by particularly high labour market turbulence in part due to a gradual switch from economy wide skill upgrading to job polarization consequently the impact of the ongoing digital revolution on labour markets after 1980 is not uniquely characterized by exceptionally high labour market turbulence but by the nature of changes in the composition of jobs namely a process of job polarization to explain job polarization the paper discusses the hypothesis of routine biased technological change rbtc that has recently emerged in the academic literature

valuation of vix derivatives abstract we conduct an extensive empirical analysis of vix derivative valuation models before during and after the 2008 2009 financial crisis since the restrictive mean reversion and heteroskedasticity features of existing models yield large distortions during the crisis we propose generalisations with a time varying central tendency jumps and stochastic volatility analyse their pricing performance and implications for term structures of vix futures and volatility skews we find that a process for the log of the observed vix combining central tendency and stochastic volatility reliably prices vix derivatives we also uncover a significant risk premium that shifts the long run volatility level

let s take a break trends and cycles in us real gdp abstract trend cycle decompositions for us real gdp such as the unobserved components models the beveridge nelson decomposition the hodrick prescott filter and others yield very different cycles which bear little resemblance to the nber chronology ascribes much movements to the trend leaving little to the cycle and some imply a negative correlation between the noise to the cycle and the trend we argue that these features are artifacts created by the neglect of a change in the slope of the trend function once this is accounted for all methods yield the same cycle with a trend that is non stochastic except for a few periods around 1973 the cycle is more important in magnitude than previously reported and it accords well with the nber chronology our results are corroborated using an alternative trend cycle decomposition based on a generalized unobserved components models with errors having a mixture of normals distribution for both the slope of the trend function and the cyclical component

long run implications of investment specific technological change an attempt is made to disentangle its effects from the more traditional hicksneutral form of technological progress the balanced growth path for the model is characterized and calibrated to u s national income and product account nipa data the quantitative analysis suggests that investment specific technological change accounts for the major part of growth jel e13 030 041 047

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

do financial variables help forecasting inflation and real activity in the euro area abstract this paper uses a large data set consisting of 447 monthly macroeconomic time series concerning the main countries of the euro area to simulate out of sample predictions of the euro area industrial production and the harmonized inflation index and to evaluate the role of financial variables in forecasting we considered two models which allow forecasting based on large panels of time series forni et al rev econom statist 82 2000 540 mimeo 2001b and stock and watson mimeo 1999 performance of both models were compared to that of a simple univariate ar model results show that multivariate methods outperform univariate methods for forecasting inflation at one three six and twelve months and industrial production at one and three months we find that financial variables do help forecasting inflation but do not help forecasting industrial production

does innovation cause stock market runups evidence from the great crash this article examines the stock market s changing valuation of corporate patentable assets between 1910 and 1939 it shows that the value of knowl edge capital increased significantly during the 1920s compared to the 1910s as investors responded to the quality of technological inventions innovation was an important driver of the late 1920s stock market runup and the great crash did not reflect a significant revaluation of knowledge capital relative to physical capital although substantial quantities of influential patents were accumulated during the post crash recovery high technology firms did not earn significant excess returns over low technology firms for most of the 1930s

commodity booms and busts in emerging economies abstract emerging economies particularly those dependent on commodity exports are prone to highly disruptive economic cycles this paper proposes a small open economy model for a net commodity exporter to quantitatively study the triggers of these cycles the economy consists of two sectors one of which produces commodities with prices subject to exogenous international fluctuations these fluctuations affect both the competitiveness of the economy and its borrowing terms as higher commodity prices are associated with lower spreads between the country s borrowing rate and world interest rates both effects jointly result in strongly positive effects of commodity price increases on gdp consumption and investment and a negative effect on the total trade balance furthermore they generate excess volatility of consumption over output and a large volatility of investment besides explicitly incorporating a double role of commodity prices the model structure nests the various candidate sources of shocks proposed in previous work on emerging economy business cycles estimating the model on argentine data we find that the contribution of commodity price shocks to fluctuations in post 1950 output growth is in the order of 38 in addition commodity prices account for around 42 and 61 of the variation in consumption and investment growth respectively we find transitory productivity shocks to be an important driver of output fluctuations exceeding the contribution of shocks to the trend which though smaller is not negligible

are health expenditures and gdp characterized by asymmetric behaviour evidence from 11 oecd countries in this article we examine whether per capita health expenditures and per capita gdp for 11 oecd countries can be characterized by asymmetric behaviour we achieve this goal by using the nonparametric triples test suggested by randles et al 1980 we examine two forms of asymmetries namely deepness and steepness our main finding is that for 6 out of 11 countries namely for the usa the uk japan spain finland and iceland either per capita health expenditures or per capita gdp are characterized by asymmetric behaviour this finding to some extent casts doubt on those studies that model the relationship between health and gdp using unit root and cointegration tests that assume symmetric disturbances

the sources of british economic growth since the industrial revolution not the same old story this paper updates the classic growth accounting research of the early 1980s taking account of improved data that has subsequently become available the picture of long run growth which results from incorporating many revisions is considerably different the long run path of productivity growth is now that of a roller coaster with twin peaks in the third quarters of the 19th and 20th centuries rather than a u shape productivity growth appears to have been very slow to accelerate in the industrial revolution the notion of an edwardian climacteric is not persuasive and the current productivity slowdown stands out as unprecedented

long term supply side implications of the great depression we compare the experiences of the us and uk during and after the great depression with particular attention to overall productivity growth industrial organization the growth of human capital and protectionism we discover many implications of the great depression experience and policies for post war economic activities we conclude that one should never waste a good crisis in the implementation of one so wn economic policies labour market policies should encourage the formation of human capital and it is dangerous to assume that other countries will not change in an economic crisis