Search

Begin New Search Topic Economics Publishing Institution Board of Governors of the Federal Reserve System

61. On the Application of Automatic Differentiation to the Likelihood Function for Dynamic General Equilibrium Models

Author:
Houtan Bastani and Luca Guerrieri
Publication Date:
02-2008
Content Type:
Working Paper
Institution:
Board of Governors of the Federal Reserve System
Abstract:
A key application of automatic differentiation (AD) is to facilitate numerical optimization problems. Such problems are at the core of many estimation techniques, including maximum likelihood. As one of the first applications of AD in the field of economics, we used Tapenade to construct derivatives for the likelihood function of any linear or linearized general equilibrium model solved under the assumption of rational expectations. We view our main contribution as providing an important check on finite-difference (FD) numerical derivatives. We also construct Monte Carlo experiments to compare maximum-likelihood estimates obtained with and without the aid of automatic derivatives. We find that the convergence rate of our optimization algorithm can increase substantially when we use AD derivatives.
Topic:
Economics and Markets
Political Geography:
United States

62. Cross-Border Returns Differentials

Author:
Stephanie E. Curcuru, Tomas Dvorak, and Francis E. Warnock
Publication Date:
02-2008
Content Type:
Working Paper
Institution:
Board of Governors of the Federal Reserve System
Abstract:
Were the U.S. to persistently earn substantially more on its foreign investments ("U.S. claims") than foreigners earn on their U.S. investments ("U.S. liabilities"), the likelihood that the current environment of sizeable global imbalances will evolve in a benign manner increases. However, using a monthly dataset on the foreign equity and bond portfolios of U.S. investors and the U.S. equity and bond portfolios of foreign investors, we find that the returns differential for portfolio securities is near zero, far smaller than previously reported. Examining all U.S. claims and liabilities (portfolio securities as well as direct investment and banking), we find that previous estimates of large differentials are biased upward. The bias owes to computing implied returns from an internally inconsistent dataset of revised data; original data produce a much smaller differential. We also attempt to reconcile our finding of a near zero returns differential with observed patterns of cumulated current account deficits, the net international investment position, and the net income balance. Overall, we find no evidence that the U.S. can count on earning substantially more on its claims than it pays on its liabilities.
Topic:
Economics and International Trade and Finance
Political Geography:
United States

63. Cross-border Bank Acquisitions: Is there a Performance Effect?

Author:
Ricardo Correa
Publication Date:
03-2008
Content Type:
Working Paper
Institution:
Board of Governors of the Federal Reserve System
Abstract:
This paper uses a unique database that includes deal and bank balance sheet information for 220 cross-border acquisitions between 1994 and 2003 to analyze the characteristics and performance effects of international takeovers on target banks. A discrete choice estimation shows that banks are more likely to get acquired in a cross-border deal if they are large, bad performers, in a small country, and when the banking sector is concentrated. Post-acquisition performance for target banks does not improve in the first two years relative to domestically-owned financial institutions. This result is explained by a decrease in the banks' net interest margin in developed countries and an increase in overhead costs in emerging economies.
Topic:
Economics, International Trade and Finance, and Markets

64. Do Differences in Financial Development Explain the Global Pattern of Current Account Imbalances?

Author:
Joseph W. Gruber and Steven B. Kamin
Publication Date:
03-2008
Content Type:
Working Paper
Institution:
Board of Governors of the Federal Reserve System
Abstract:
This paper addresses the popular view that differences in financial development explain the pattern of global current account imbalances. One strain of thinking explains the net flow of capital from developing to industrial economies on the basis of the industrial economies' more advanced financial systems and correspondingly more attractive assets. A related view addresses why the United States has attracted the lion's share of capital flows from developing to industrial economies; it stresses the exceptional depth, breadth, and safety of U.S. financial markets.
Topic:
Economics, International Trade and Finance, and Markets
Political Geography:
United States

65. A Solution to the Default Risk-Business Cycle Disconnect

Author:
Enrique G. Mandoza and Vivian Z. Yue
Publication Date:
03-2008
Content Type:
Working Paper
Institution:
Board of Governors of the Federal Reserve System
Abstract:
Models of business cycles in emerging economies explain the negative correlation between country spreads and output by modeling default risk as an exogenous interest rate on working capital. Models of strategic default explain the cyclical properties of sovereign spreads by assuming an exogenous output cost of default with special features, and they underestimate debt-output ratios by a wide margin. This paper proposes a solution to this default risk-business cycle disconnect based on a model of sovereign default with endogenous output dynamics. The model replicates observed V-shaped output dynamics around default episodes, countercyclical sovereign spreads, and high debt ratios, and it also matches the variability of consumption and the countercyclical fluctuations of net exports. Three features of the model are key for these results: (1) working capital loans pay for imported inputs; (2) imported inputs support more efficient factor allocations than when these inputs are produced internally; and (3) default on the foreign obligations of firms and the government occurs simultaneously.
Topic:
Economics, International Trade and Finance, and Markets

66. Bank Integration and Financial Constraints: Evidence from U.S. Firms

Author:
Ricardo Correa
Publication Date:
03-2008
Content Type:
Working Paper
Institution:
Board of Governors of the Federal Reserve System
Abstract:
This paper uses data on publicly-traded firms in the U.S. to analyze the effect of interstate bank integration on the financial constraints borrowers face. A firm-level investment equation is estimated in order to test if bank integration reduces the sensitivity of capital expenditures to the level of internal funds. The staggered deregulation of cross-state bank acquisitions that took place in the U.S. between 1978 and 1994 helps estimate the model. Integration decreases financing constraints for bank-dependent firms. The change in firms' access to external finance is explained by an increase in the share of locally headquartered geographically diversified banks.
Topic:
Economics and International Trade and Finance
Political Geography:
United States

67. Predicting Cycles in Economic Activity

Author:
Jane Haltmaier
Publication Date:
04-2008
Content Type:
Working Paper
Institution:
Board of Governors of the Federal Reserve System
Abstract:
Predicting cycles in economic activity is one of the more challenging but important aspects of economic forecasting. This paper reports the results from estimation of binary probit models that predict the probability of an economy being in a recession using a variety of financial and real activity indicators. The models are estimated for eight countries, both individually and using a panel regression. Although the success of the models varies, they are all able to identify a significant number of recessionary periods correctly.
Topic:
Economics and Markets

68. Emerging Market Business Cycles Revisited: Learning about the Trend

Author:
Emine Boz, Christian Daude, and Ceyhun Bora Durdu
Publication Date:
04-2008
Content Type:
Working Paper
Institution:
Board of Governors of the Federal Reserve System
Abstract:
The data reveal that emerging markets do not differ from developed countries with regards to the variance of permanent TFP shocks relative to transitory. They do differ, however, in the degree of uncertainty agents face when formulating expectations. Based on these observations, we build an equilibrium business cycle model in which the agents cannot perfectly distinguish between the permanent and transitory components of TFP shocks. When formulating expectations, they assign some probability to TFP shocks being permanent even when they are purely transitory. This is sufficient for the model to produce "permanent-like" effects in response to transitory shocks. The imperfect information model calibrated to Mexico predicts a higher variability of consumption relative to output and a strongly negative correlation between the trade balance and output, without the predominance of trend shocks. The same model assuming perfect information and calibrated to Canada accounts for developed country business cycle regularities. The estimated relative variance of trend shocks in these two models is similar.
Topic:
Economics, Emerging Markets, and Markets
Political Geography:
Canada and Mexico

69. Interpreting Long-Horizon Estimates in Predictive Regressions

Author:
Erik Hjalmarsson
Publication Date:
04-2008
Content Type:
Working Paper
Institution:
Board of Governors of the Federal Reserve System
Abstract:
This paper analyzes the asymptotic properties of long-horizon estimators under both the null hypothesis and an alternative of predictability. Asymptotically, under the null of no predictability, the long-run estimator is an increasing deterministic function of the short-run estimate and the forecasting horizon. Under the alternative of predictability, the conditional distribution of the long-run estimator, given the short-run estimate, is no longer degenerate and the expected pattern of coefficient estimates across horizons differs from that under the null. Importantly, however, under the alternative, highly endogenous regressors, such as the dividend-price ratio, tend to deviate much less than exogenous regressors, such as the short interest rate, from the pattern expected under the null, making it more difficult to distinguish between the null and the alternative.
Topic:
Economics

70. Competitive Search Equilibrium in a DSGE Model

Author:
David M. Arseneau and Sanjay K. Chugh
Publication Date:
04-2008
Content Type:
Working Paper
Institution:
Board of Governors of the Federal Reserve System
Abstract:
We show how to implement a competitive search equilibrium in a fully-specified DSGE environment. Competitive search, an equilibrium concept well-understood in labor market theory, offers an alternative to the commonly-used Nash bargaining in search-based macro models. Our simulation-based results show that business cycle fluctuations under competitive search equilibrium are virtually identical to those under Nash bargaining for a broad range of calibrations of Nash bargaining power. We also prove that business cycle fluctuations under competitive search equilibrium are exactly identical to those under Nash bargaining restricted to the popularly-used Hosios condition for search efficiency. This latter result extends the efficiency properties of competitive search equilibrium to a DSGE environment. Our results thus provide a foundation for researchers interested in studying business cycle fluctuations using search-based environments to claim that the sometimes-awkward assumption of bargaining per se does not obscure interpretation of results.
Topic:
Economics and Markets

71. Why Do U.S. Cross-Listings Matter?

Author:
Francis E. Warnock, John Ammer, Sara B. Holland, and David C. Smith
Publication Date:
05-2008
Content Type:
Working Paper
Institution:
Board of Governors of the Federal Reserve System
Abstract:
This paper investigates the underlying determinants of home bias using a comprehensive sample of U.S. investor holdings of foreign stocks. We document that U.S. cross-listings are economically important, as U.S. ownership in a foreign firm roughly doubles upon cross-listing in the United States. We explore the cross-sectional variation in this "cross-listing effect" and show that increases in U.S. investment are largest in firms from weak accounting backgrounds and in firms that are otherwise informationally opaque, indicating that U.S. investors value the improvements in disclosure associated with cross-listing. We confirm that relative equity valuations rise for cross-listed stocks, and provide evidence suggesting that valuation increases are due in part to increases in U.S. shareholder demand and in part to the fact that the equities become more attractive to non-U.S. shareholders.
Topic:
Economics, International Trade and Finance, and Markets
Political Geography:
United States

72. Jackknifing Stock Return Predictions

Author:
Erik Hjalmarsson and Benjamin Chiquoine
Publication Date:
06-2008
Content Type:
Working Paper
Institution:
Board of Governors of the Federal Reserve System
Abstract:
We show that the general bias reducing technique of jackknifing can be successfully applied to stock return predictability regressions. Compared to standard OLS estimation, the jackknifing procedure delivers virtually unbiased estimates with mean squared errors that generally dominate those of the OLS estimates. The jackknifing method is very general, as well as simple to implement, and can be applied to models with multiple predictors and overlapping observations. Unlike most previous work on inference in predictive regressions, no specific assumptions regarding the data generating process for the predictors are required. A set of Monte Carlo experiments show that the method works well in finite samples and the empirical section finds that out-of-sample forecasts based on the jackknifed estimates tend to outperform those based on the plain OLS estimates. The improved forecast ability also translates into economically relevant welfare gains for an investor who uses the predictive regression, with jackknifed estimates, to time the market.
Topic:
Economics, International Trade and Finance, and Markets

73. Predicting Global Stock Returns

Author:
Erik Hjalmarsson
Publication Date:
06-2008
Content Type:
Working Paper
Institution:
Board of Governors of the Federal Reserve System
Abstract:
I test for stock return predictability in the largest and most comprehensive data set analyzed so far, using four common forecasting variables: the dividend- and earnings-price ratios, the short interest rate, and the term spread. The data contain over 20,000 monthly observations from 40 international markets, including 24 developed and 16 emerging economies. In addition, I develop new methods for predictive regressions with panel data. Inference based on the standard fixed effects estimator is shown to suffer from severe size distortions in the typical stock return regression, and an alternative robust estimator is proposed. The empirical results indicate that the short interest rate and the term spread are fairly robust predictors of stock returns in developed markets. In contrast, no strong or consistent evidence of predictability is found when considering the earnings- and dividend-price ratios as predictors.
Topic:
Economics, International Trade and Finance, and Markets

74. Trade Elasticity of Substitution and Equilibrium Dynamics

Author:
Martin Bodenstein
Publication Date:
06-2008
Content Type:
Working Paper
Institution:
Board of Governors of the Federal Reserve System
Abstract:
The empirical literature provides a wide range of estimates for trade elasticities at the aggregate level. Furthermore, recent contributions in international macroeconomics suggest that low (implied) values of the trade elasticity of substitution may play an important role in understanding the disconnect between international prices and real variables. However, a standard model of the international business cycle displays multiple locally isolated equilibria if the trade elasticity of substitution is sufficiently low. The main contribution of this paper is to compute and characterize some dynamic properties of these equilibria. While multiple steady states clearly signal equilibrium multiplicity in the dynamic setup, this is not a necessary condition. Solutions based on log-linearization around a deterministic steady state are of limited to no help in computing the true dynamics. However, the log-linear solution can hint at the presence of multiple dynamic equilibria.
Topic:
Economics, International Trade and Finance, and Markets

75. How Long Can the Unsustainable U.S. Current Account Deficit Be Sustained?

Author:
Steven B. Kamin, Carol C. Bertaut, and Charles P. Thomas
Publication Date:
07-2008
Content Type:
Working Paper
Institution:
Board of Governors of the Federal Reserve System
Abstract:
This paper addresses three questions about the prospects for the U.S. current account deficit. Is it sustainable in the long term? If not, how long will it take for measures of external debt and debt service to reach levels that could prompt some pullback by global investors? And if and when such levels are breached, how readily would asset prices respond and the current account start to narrow?
Topic:
Economics, Foreign Exchange, Government, International Political Economy, and Political Economy
Political Geography:
United States

76. An Anatomy of Credit Booms: Evidence From Macro Aggregates and Micro Data

Author:
Enrique G. Mendoza and Marco E. Terrones
Publication Date:
07-2008
Content Type:
Working Paper
Institution:
Board of Governors of the Federal Reserve System
Abstract:
This paper proposes a methodology for measuring credit booms and uses it to identify credit booms in emerging and industrial economies over the past four decades. In addition, we use event study methods to identify the key empirical regularities of credit booms in macroeconomic aggregates and micro-level data. Macro data show a systematic relationship between credit booms and economic expansions, rising asset prices, real appreciations, widening external deficits and managed exchange rates. Micro data show a strong association between credit booms and firm-level measures of leverage, firm values, and external financing, and bank-level indicators of banking fragility. Credit booms in industrial and emerging economies show three major differences: (1) credit booms and the macro and micro fluctuations associated with them are larger in emerging economies, particularly in the nontradables sector; (2) not all credit booms end in financial crises, but most emerging markets crises were associated with credit booms; and (3) credit booms in emerging economies are often preceded by large capital inflows but not by financial reforms or productivity gains.
Topic:
Economics, Emerging Markets, International Trade and Finance, and Markets

77. Simple Monetary Rules Under Fiscal Dominance

Author:
Ricardo Nunes, Michael Kumhof, and Irina Yakadina
Publication Date:
07-2008
Content Type:
Working Paper
Institution:
Board of Governors of the Federal Reserve System
Abstract:
This paper asks whether an aggressive monetary policy response to inflation is feasible in countries that suffer from fiscal dominance, as long as monetary policy also responds to fiscal variables. We find that if nominal interest rates are allowed to respond to government debt, even aggressive rules that satisfy the Taylor principle can produce unique equilibria. But following such rules results in extremely volatile inflation. This leads to very frequent violations of the zero lower bound on nominal interest rates that make such rules infeasible. Even within the set of feasible rules the optimal response to inflation is highly negative, and more aggressive inflation fighting is inferior from a welfare point of view. The welfare gain from responding to fiscal variables is minimal compared to the gain from eliminating fiscal dominance.
Topic:
Economics, Government, and Political Economy

78. Foreign Exposure to Asset-Backed Securities of U.S. Origin

Author:
Daniel O. Beltran, Laurie Pounder, and Charles Thomas
Publication Date:
08-2008
Content Type:
Working Paper
Institution:
Board of Governors of the Federal Reserve System
Abstract:
The financial turmoil which began in August 2007 originated, in part, because investors reassessed the quality of the assets underlying many asset-backed securities (ABS), particularly U.S. mortgages. The prominence of European banks in the early stages of the turmoil created the perception that foreigners held an outsized share of risky U.S. securities and prompted questions of why Europeans were so exposed. This paper evaluates that perception by quantifying foreign exposure to ABS with U.S. underlying collateral. Using the latest survey data on foreign portfolio holdings of U.S. securities, we find that the ultimate losses that foreigners could incur arising from U.S. underlying assets are small relative to most scale variables, although initial total mark-to-market losses are estimated to be significantly larger. Among other reasons for this difference between ultimate and initial losses, we demonstrate that the securitization chain can amplify mark-to-market price declines in the presence of uncertainty or illiquidity. Finally, we show that, relative to the size of the market, foreigners’ holdings of U.S. mortgage-backed securities do not appear to be elevated compared with their holdings of other U.S. assets.
Topic:
Economics, Financial Crisis, Financial Markets, and Mortgages
Political Geography:
United States and North America

79. Optimal Monetary Policy with Distinct Core and Headline Inflation Rates

Author:
Martin Bodenstein, Christopher J. Erceg, and Luca Guerrieri
Publication Date:
08-2008
Content Type:
Working Paper
Institution:
Board of Governors of the Federal Reserve System
Abstract:
In a stylized DSGE model with an energy sector, the optimal policy response to an adverse energy supply shock implies a rise in core inflation, a larger rise in headline inflation, and a decline in wage inflation. The optimal policy is well-approximated by policies that stabilize the output gap, but also by a wide array of “dual mandate” policies that are not overly aggressive in stabilizing core inflation. Finally, policies that react to a forecast of headline inflation following a temporary energy shock imply markedly different effects than policies that react to a forecast of core, with the former inducing greater volatility in core inflation and the output gap.
Topic:
Economics, Energy Policy, Inflation, and Supply
Political Geography:
Global Focus

80. Constructive Data Mining: Modeling Argentine Broad Money Demand

Author:
Neil R. Ericsson and Steven B. Kamin
Publication Date:
09-2008
Content Type:
Working Paper
Institution:
Board of Governors of the Federal Reserve System
Abstract:
his paper assesses the empirical merits of PcGets and Autometrics–two recent algorithms for computer-automated model selection–using them to improve upon Kamin and Ericsson’s (1993) model of Argentine broad money demand. The selected model is an economically sensible and statistically satisfactory error correc- tion model, in which cointegration between money, inflation, the interest rate, and exchange rate depreciation depends on the inclusion of a “ratchet” variable that cap- tures irreversible effects of inflation. Short-run dynamics differ markedly from the long run. Algorithmically based model selection complements opportunities for the researcher to contribute value added in the empirical analysis.
Topic:
Economics, Markets, Finance, and Inflation
Political Geography:
Argentina and South America