Measurement Error in General Equilibrium: The Aggregate Effects of Noisy Economic Indicators

I analyze the business cycle implications of noisy economic indicators in the context of a dynamic general equilibrium model. Two main results emerge. First, measurement error in preliminary data releases can have a quantitatively important effect on economic fluctuations. For instance, under efficient signal-extraction, the introduction of accurate economic indicators would make aggregate output 10 to 30 percent more volatile than suggested by the post-war experience of the U.S. economy. Second, the sign -- but not the magnitude -- of the measurement error effect depends crucially on the signal processing capabilities of agents. In particular, if agents take the noisy data at face value, significant improvements in the quality of key economic indicators would lead to considerably less cyclical volatility.

[1]  Charles M. Kahn,et al.  THE SOLUTION OF LINEAR DIFFERENCE MODELS UNDER RATIONAL EXPECTATIONS , 1980 .

[2]  David E. Runkle,et al.  Are preliminary announcements of the money stock rational forecasts , 1984 .

[3]  N. Gregory Mankiw,et al.  News or Noise : An Analysis of GNP Revisions , 2007 .

[4]  R. Hall Market Structure and Macroeconomic Fluctuations , 1987 .

[5]  E. Prescott Theory ahead of business-cycle measurement , 1986 .

[6]  Sergio Rebelo,et al.  Production, Growth and Business Cycles: Technical Appendix , 2002 .

[7]  Andrew John,et al.  Coordinating Coordination Failures in Keynesian Models , 1988 .

[8]  Ricardo J. Caballero,et al.  The Role of External Economies in U.S. Manufacturing , 1989 .

[9]  Michael Waldman,et al.  The Macroeconomic Effects of False Announcements , 1990 .

[10]  Glenn D. Rudebusch,et al.  Forecasting Output with the Composite Leading Index: A Real-Time Analysis , 1991 .

[11]  Marianne Baxter,et al.  Productive externalities and business cycles , 1991 .

[12]  James E. Kennedy An analysis of revisions to the industrial production index , 1993 .

[13]  Timothy Cogley,et al.  Output Dynamics in Real-Business-Cycle Models , 1993 .

[14]  Susanto Basu,et al.  Are Apparent Productive Spillovers a Figment of Specification Error? , 1994 .

[15]  R. King Quantitative Theory and Econometrics , 1995 .

[16]  Kenneth Kasa Signal extraction and the propagation of business cycles , 1995 .

[17]  Edward C. Prescott,et al.  The Computational Experiment: an Econometric Tool , 1996 .

[18]  Do Noisy Data Exacerbate Cyclical Volatility? , 1999 .