Carlo Favero

• DPhil (Econ, OXON)
• Professor (Full) at Bocconi University

Alberto Alesina was the Nathaniel Ropes Professor of Political Economy at Harvard University, from where he got his PhD, taught for more than three decades and where he also served as chairman of the Department of Economics from 2003 to 2006. Alberto was a member of the National Bureau of Economic Research (NBER) and the director of the NBER Politi...

This text provides graduate students of macroeconomics, econometrics, and monetary economics with discussion and practical illustrations of the techniques used in applied macroeconometrics. Until the 1970s, there was consensus regarding both the theoretical foundations and the empirical specification of applied macroeconometric modelling, commonly...

This paper puts forward a proposal to complete the ECB Transmission Protection Instrument (TPI) with the aim of making it more effective in anchoring the yields of European sovereign debts to Member States’ fundamentals. We use a model in which yields fluctuate within bands, which we specify following two alternative approaches: stochastic and dete...

We study the drift and cyclical components in U.S. Treasury bonds. We find that bond yields are drifting because they reflect the drift in monetary policy rates. Empirically, modeling the monetary policy drift using demographics and productivity trends, plus long-term inflation expectations, leads to cyclical deviations of bond prices from their dr...

Italy is characterized by a large sectoral imbalance (government debt) that has generated a pervasive country-risk premium and affected financial markets and the real economy. In this regard, ITFIN is a quarterly econometric model for the Italian economy that adopts a stock-flow consistent framework to describe sectoral and macroeconomic dynamics....

We review the debate surrounding the macroeconomic effects of deficit reduction policies (austerity). The discussion about "austerity" in general has distracted commentators and policymakers from a very important result, namely the enormous difference, on average, between expenditure- and tax-based austerity plans. Spending-based austerity plans ar...

Two broad classes of consumption dynamics - long-run risks and rare disasters - have proven successful in explaining the equity premium puzzle when used in conjunction with recursive preferences. We show that bounds a-là Gallant, Hansen and Tauchen (1990) that restrict the volatility of the Stochastic Discount Factor by conditioning on a set of ret...

The literature on fiscal multipliers is far from having reached an agreed upon conclusion. One result, however, seems very robust: in OECD economies, fiscal consolidations based upon expenditure cuts are much less costly than those performed on the tax side. The purpose of this paper is twofold. First, we review recent evidence which considers mult...

Using data from 16 OECD countries from 1981 to 2014 we study the effects on output of fiscal adjustments as a function of the composition of the adjustment—that is, whether the adjustment is mostly based on spending cuts or on tax hikes—and of the state of the business cycle when the adjustment is implemented. We find that both the “how” and the “w...

Population-wide increase in life expectancy is a source of aggregate risk. Longevity-linked securities are a natural instrument to reallocate that risk. This paper extends the standard Campbell–Viceira (2005) strategic asset allocation model by including a longevity-linked investment possibility. Model estimation, based on prices for standardized a...

Before the financial crisis, fiscal policy often played a secondary role to monetary policy, with the manipulation of interest rates to hit inflation targets being the main instrument of macroeconomic management. However, after the financial crisis and the subsequent euro crisis, fiscal policy has been brought back to the fore. In the past, the lim...

Interest rates are very persistent. Modeling the persistent component of interest rates has important consequence for forecasting. Factor models of the term structure are restricted VAR models that project over a long-horizon the one-period risk-free rate to obtain yields at longer horizon as the sum of the expected future monetary policy and the t...

We find strong evidence of country interdependence in the pricing of default risk, which suggests that a crisis can easily propagate from countries with weak fiscal fundamentals to other fiscally sounder member States. Interest rate interdependence differs between countries with high interest rates – high yielders – and countries with low interest...

The conventional wisdom is (i) that fiscal austerity was the main culprit for the recessions experienced by many countries, especially in Europe, since 2010 and (ii) that this round of fiscal consolidation was much more costly than past ones. The contribution of this paper is a clarification of the first point and, if not a clear rejection, at leas...

This paper studies whether fiscal corrections cause large output losses. We find that it matters crucially how the fiscal correction occurs. Adjustments based upon spending cuts are much less costly in terms of output losses than tax-based ones. Spending-based adjustments have been associated with mild and short-lived recessions, in many cases with...

We perform a cross‐country comparison of stock market risk. Stock market risk is defined as the standard deviation of cumulative stock market returns. We model stock market returns in a VAR(1) system jointly with bond returns and a set of predictive variables. Our results provide evidence of a strong negative horizon effect for US stock market retu...

Observed policy rates are smooth. Why should central banks smooth interest rates? We investigate if model uncertainty and parameters instability are a valid reason. We do so by implementing a novel ´´thick recursive modelling´´ approach within the framework of small structural macroeconomic models. At each point in time we estimate all models gener...

This paper proposes a framework to evaluate the impact of longevity-linked securities on the risk-return trade-off for traditional portfolios. Generalized unexpected raise in life expectancy is a source of aggregate risk in the insurance sector balance sheets. Longevity-linked securities are a natural instrument to reallocate these risks by making...

This paper proposes an extension to global vector autoregressive (GVAR) models to capture time-varying interdependence among financial variables. Government bond spreads in the euro area feature a time-varying pattern of co-movement that poses a serious challenge for econometric modelling and forecasting. This pattern of the data is not captured by...

We study the properties of unconditional Hansen and Jagannathan (1991) bounds in the presence of conditioning information as the horizon increases. We provide evidence that long-horizon predictability translates into a tight lower bound on the variance of the stochastic discount factor (SDF). We then look at different asset pricing models and we sh...

Fiscal consolidations achieved by means of spending cuts are much less costly in terms of output losses than tax-based ones. The difference cannot be explained by accompanying policies, including monetary policy, and it is mainly due to the different response of business confidence and private investment. We obtain these results by studying the eff...

In this paper, we provide new evidence on the determinants of sovereign yield spreads and ‘market sentiment’ effects in the eurozone in order to evaluate the rationale for a common Eurobond jointly guaranteed by eurozone Member States. We find that default risk is the main driver of yield spreads, suggesting small gains from greater liquidity. Fisc...

This paper addresses the issue of forecasting term structure. We provide a unified state-space modeling framework that encompasses different existing discrete-time yield curve models. Within such a framework we analyze the impact of two modeling choices, namely the imposition of no-arbitrage restrictions and the size of the information set used to...

In this paper we relate the very persistent component of interest rates to a specific demographic variable, MYt, the proportion of middle-aged to young population. We first reconsider the results in Fama (2006) to document how MYt captures the long run component identified by Fama in his analysis of the one-year spot rate. Using MYt to model this l...

Unstability in the comovement among bond spreads in the euro area is an important feature for dynamic econometric modelling and forecasting. This paper proposes a non-linear GVAR approach to spreads in the euro area where the changing interdepence among these variables is modelled by making each country spread function of a global variable determin...

This paper estimates the impact of longevity risk on pension systems by combining the prediction based on a Lee-Carter (1992) mortality model with the projected pension payments for different cohorts of retirees. We measure longevity risk by the difference between the upper bound of the total old-age pension expense and its mean estimate. This diff...

In this paper, we provide new evidence on the determinants of sovereign yield spreads and contagion effects in the euro area in order to evaluate the rationale for a common Eurobond jointly guaranteed by euro-area Member States. We find that default risk is the main driver of yield spreads, suggesting small gains from greater liquidity. Fiscal fund...

This paper argues that the richer frequency and variety of fiscal policy shocks available in an international sample, which makes the use of this evidence attractive, should be analyzed recognizing the heterogeneity that exists across different countries. The main conclusion of the authors’ empirical analysis is that the question “what is the fisca...

In this paper we propose a model to forecast future mortality that includes information on the limits to life and on progress in medicine. We apply the model to forecasting future mortality and survival rates for the males population in England andWales. Our proposal extends the benchmark stochastic mortality model along two dimensions. First, we t...

This article illustrates how the information component determining long-horizon US stock market returns can be related to a demographic variable, MY the ratio of middle-aged to young adults. In fact, MY can be seen as the major determinants of a slowly evolving time-varying mean of the dividend/price ratio. A forecasting model for stock market retu...

The term structure of stock market risk depends on the predictability of stock market returns at different horizons. Intuitive reasoning, formal modeling and empirical evidence show that demographic trends are a slow-moving information variable, whose forecasting power is low at high frequency but becomes high at low frequencies, when the effect of...

This paper proposes a characteristic function-based method to estimate the time-changed Levy models, which take into account both stochastic volatility and infinite activity jumps. The method facilitates computation and overcomes problems related to the discretization error and to the non-tractable probability density. Estimation results and option...

This paper argues in favor of empirical models built by including in fiscal VAR models structural shocks identified via the narrative method. We first show that "narrative" shocks are orthogonal to the relevant information set a fiscal VAR. We then derive impulse responses to these shocks. The use of narrative shocks does not require the inversion...

This paper documents the existence of a slowly evolving trend in the log dividend-price ratio, DPt , determined by a demographic variable, MYt: the middle-aged to young ratio. Deviations of DPt from this long-run component explain transitory but persistent fluctuations in stock market returns. The relation between MYt and DPt is a prediction of an...

The currently available empirical evidence shows remarkable differences between various estimates of the effects on U.S output of an exogenous shift in Federal tax liabilities. Shocks identified via the narrative method, imply a multiplier of about three over . an horizon of three years. Tax shocks identified in fiscal VAR models deliver a much sma...

The dynamic dividend growth model linking the log dividend yield to future expected dividend growth and stock market returns has been extensively used in the literature for forecasting stock returns. The empirical evidence on the performance of the model is mixed as its strength varies with the sample choice. This model is derived on the assumption...

Empirical estimates of monetary policy reaction functions feature a very high estimated degree of monetary policy inertia. This evidence is very hard of reconcile with the alternative evidence of low predictability of monetary policy rates. In this paper we examine the potential relevance of the problem of weak instruments to correctly identify the...

Dynamic Stochastic General Equilibrium (DSGE) models are now considered attractive by the profession not only from the theoretical perspective but also from an empirical standpoint. As a consequence of this development, methods for diagnosing the fit of these models are being proposed and implemented. In this article we illustrate how the concept o...

We consider the fiscal multiplier and spillover in an environment in which two countries are caught simultaneously in a liquidity trap. Using an optimizing two-country sticky price model, we show that the fiscal multiplier and spillover are contrary to those predicted in textbook economics. For the country with government expenditure, the fiscal mu...

This chapter concentrates on the Econometrics of Monetary Policy. We describe the evolution of models estimated to evaluate the macroeconomic impact of the effect of monetary policy . We argue that the main challenge for the econometrics of monetary policy is the combination of theoretical models and information from the data to construct empirical...

The long-run relationship between money and prices in the euro area embedded in traditional money demand models with income and interest rates broke down after 2001. We develop a money demand model where investors hold a diversified portfolio with money, domestic and foreign stocks and long-term bonds in which, in addition to the classical wealth e...

The European Economic and Monetary Union (EMU) has created a new economic area, larger and closer with respect to the rest of the world. Area-specific shocks are thus more important in EMU than country-specific shocks used to be in the previous states, e.g. in Germany. It is thus not surprising that the models built by the staff of the European Cen...

The paper explores the determinants of yield differentials between sovereign bonds in the Euro area. There is a common trend in yield differentials, which is correlated with a measure of aggregate risk. In contrast, liquidity differentials display sizeable heterogeneity and no common factor. We propose a simple model with endogenous liquidity deman...

The dynamic dividend growth model (Campbell&Shiller, 1988) linking the log dividend yield to future expected dividend growth and stock market returns has been extensively used in the literature for forecasting stock returns. The empirical evidence on the performance of the model is mixed as its strength varies with the sample choice. This model is...

Despite the fact that the correlation between policy rates in the U.S. and in the euro area has been low—at least over the past three decades—long term interest rates in the two regions have been highly correlated. More recently (since the early 1990s) their levels have also converged. Decomposing long-rates in their underlying factors-real rat...

This paper addresses the issue of forecasting the term structure. We provide a unified state-space modelling framework that encompasses different existing discrete-time yield curve models. Within such framework we analyze the impact on forecasting performance of two crucial modelling choices, i.e. the imposition of no-arbitrage restrictions and the...

A shift in taxes or in government spending (a ”fiscal shock”) at some point in time puts a constraint on the path of taxes and spending in the future, since the government intertemporal budget constraint will eventually have to be met. This simple fact is surprisingly overlooked in analyses of the effects of fiscal policy based on Vector AutoRegres...

The expectations model of the term structure has been subjected to numerous empirical tests and almost invariably rejected, with the failure generally attributed to systematic expectations errors or to shifts in risk premia. Rules for monetary policy designed along the lines of Taylor [1993. Discretion versus policy rules in practice. Carnegie-Roch...

In this paper, we study the performance of Italian listed family firms in the period 1998-2003. We measure their performance by using both accounting and market data. We first study the relative performance of family firms compared to widely held firms. Then we investigate whether performance is affected by the type of family firm (i.e., whether th...

Many have questioned the empirical relevance of the Calvo-Yun model. This paper adds a term structure to three widely studied macroeconomic models (Calvo-Yun, hybrid and Svensson). We back out from observations on the yield curve the underlying macroeconomic model that most closely matches the level, slope and curvature of the yield curve. With eac...

We explain co-movements between stock markets by explicitly considering the distinction between interdependence and contagion. We propose and implement a full-information approach on data for US and Germany to provide answers to the following questions:(i)Is there long-term interdependence between US and German stock markets?(ii)Is there short-term...

Recent financial research has provided evidence on the predictability of asset returns. In this paper we consider the results contained in Pesaran and Timmerman (1995), which provided evidence on predictability of excess returns in the US stock market over the sample 1959–1992. We show that the extension of the sample to the nineties weakens consid...

We examine monetary policy in the euro area from both theoretical and empirical perspectives. We discuss what theory tells us the strategy of Central banks should be and contrasts it with the one employed by the ECB. We review accomplishments (and failures) of monetary policy in the euro area and suggest changes that would increase the correlation...

Consumption is striking back. Some recent evidence indicates that the well-known asset pricing puzzles generated by the difficulties of matching fluctuations in asset prices with high frequency fluctuations in consumption might be solved by considering consumption in the long-run. A first strand of the literature concentrates on multiperiod differe...

The empirical analysis of monetary policy requires the construction of instruments for future expected inflation. Dynamic factor models have been applied rather successfully to inflation forecasting. In fact, two competing methods have recently been developed to estimate large-scale dynamic factor models based, respectively, on static and dynamic p...

How Brazil's monetary and fiscal policies survived a series of severe economic shocks and the policy lessons for other countries. Inflation targeting—when central bank policies set specific inflation rate objectives—is widely used by both developed and developing countries around the world (although not by the United States or the European Central...

This paper brings together two strands of the empirical macro literature: the reduced-form evidence that the yield spread helps in forecasting output and the structural evidence on the difficulties of estimating the effect of monetary policy on output in an intertemporal Euler equation. We show that including a short-term interest rate and inflatio...

This paper starts from the observation that parameter instability and model uncertainty are relevant problems for the analysis of monetary policy in small macroeconomic models. We propose to deal with these two problems by implementing a novel "thick recursive modelling" approach. At each point in time we estimate all models generated by the combin...

In this paper, we assess the possibility of producing unbiased forecasts for fiscal variables in the Euro area by comparing a set of procedures that rely on different information sets and econometric techniques. In particular, we consider autoregressive moving average models, Vector autoregressions, small-scale semistructural models at the national...

How to replicate the observed smooth behavior of the federal funds rate with a small scale macroeconomic model? This paper compares the descriptive performance of a calibrated fully backward looking model with that of a calibrated hybrid framework. It turns out that the Fed's monetary policy conduct can be very well described with a hybrid New-Keyn...

Forecasts are an inherent part of economic science and the quest for perfect foresight occupies economists and researchers in multiple fields. The release of economic forecasts (and its revisions) is a popular and often publicized event, with a multitude of institutions and think-tanks devoted almost exclusively to that task. The European Central B...

In this paper, we assess the possibility of producing unbiased forecasts for fiscal variables in the Euro area by comparing a set of procedures that rely on different information sets and econometric techniques. In particular, we consider autoregressive moving average models, Vector autoregressions, small-scale semistructural models at the national...

We explore the determinants of yield differentials between sovereign bonds in the Euro area. There is a common trend in yield differentials, which is correlated with a measure of the international risk factor. In contrast, liquidity differentials display sizeable heterogeneity and no common factor. We present a model that predicts that yield differ...

We employ Markov-switching regression methods to estimate fiscal policy feedback rules in the U.S. for the period 1960-2002. Our approach allows to capture policy regime changes endogenously. We reach three main conclusions. First, fiscal policy may be characterized, according to Leeper (1991) terminology, as active from the 1960s throughout the 19...

In this paper we concentrate on the hypothesis that the empirical rejections of the Expectations Theory(ET) of the term structure of interest rates can be caused by improper modelling of expectations. Our starting point is an interesting anomaly found by Campbell-Shiller(1987), when by taking a VAR approach they abandon limited information approach...