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A dynamic multivariate model for use in formulating policy

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Author Info
Tao Zha

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Abstract

A policy action by the Federal Reserve consists of using any one of various instruments, such as the federal funds rate and different measures of money, to pursue its multiple objectives. Because of long and variable lags in the effects of policy actions, the process of anticipating the future is indispensable in formulating sound monetary policy. For the same reason, projecting policy effects accurately is a challenging task. An essential step is to develop good forecasting models. ; This article presents a forecasting model that seems to overcome conceptual and empirical difficulties encountered in other models and promises to provide policymakers with a more useful tool for anticipating policy effects. For clarity, the author concentrates on changes in the federal funds rate and on only one of the Fed's objectives - low and stable inflation. The model introduces new techniques that offer two distinctive advantages. One is the ability to forecast the values of key macroeconomic variables such as inflation beyond a period over which these values are known. The other is the model's explicit structure that allows empirically coherent ways to assess the uncertainty of forecasts.

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Publisher Info
Article provided by Federal Reserve Bank of Atlanta in its journal Economic Review.

Volume (Year): (1998)
Issue (Month): Q 1 ()
Pages: 16-29
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Handle: RePEc:fip:fedaer:y:1998:i:q1:p:16-29:n:v.83no.1

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Related research
Keywords: Forecasting ; Econometric models;

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January. [Downloadable!] (restricted)
  2. Diebold, Francis X, 1998. "The Past, Present, and Future of Macroeconomic Forecasting," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 175-92, Spring. [Downloadable!] (restricted)
    Other versions:
  3. Ben S. Bernanke & Frederic S. Mishkin, 1997. "Inflation Targeting: A New Framework for Monetary Policy?," NBER Working Papers 5893, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
  4. Stephen G. Cecchetti, 1995. "Inflation Indicators and Inflation Policy," NBER Chapters, in: NBER Macroeconomics Annual 1995, Volume 10, pages 189-236 National Bureau of Economic Research, Inc. [Downloadable!]
    Other versions:
  5. Staiger, Douglas & Stock, James H & Watson, Mark W, 1997. "The NAIRU, Unemployment and Monetary Policy," Journal of Economic Perspectives, American Economic Association, vol. 11(1), pages 33-49, Winter. [Downloadable!] (restricted)
  6. Roberto Chang, 1997. "Is low unemployment inflationary?," Economic Review, Federal Reserve Bank of Atlanta, issue Q I, pages 4-13. [Downloadable!]
  7. Marco A. Espinosa-Vega & Steven Russell, 1997. "History and theory of the NAIRU: a critical review," Economic Review, Federal Reserve Bank of Atlanta, issue Q 2, pages 4-25. [Downloadable!]
  8. Christopher A. Sims & Tao A. Zha, 1998. "Does monetary policy generate recessions?," Working Paper 98-12, Federal Reserve Bank of Atlanta. [Downloadable!]
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Lutz Kilian & Tao Zha, 1999. "Quantifying the half-life of deviations from PPP: The role of economic priors," Working Paper 99-21, Federal Reserve Bank of Atlanta. [Downloadable!]
    Other versions:
  2. Marco Del Negro, 2001. "Turn, turn, turn: Predicting turning points in economic activity," Economic Review, Federal Reserve Bank of Atlanta, issue Q2, pages 1-12. [Downloadable!]
  3. Marco Del Negro & Christopher Otrok, 2005. "Monetary policy and the house price boom across U.S. states," Working Paper 2005-24, Federal Reserve Bank of Atlanta. [Downloadable!]
  4. John C. Robertson & Ellis W. Tallman, 1999. "Improving forecasts of the federal funds rate in a policy model," Working Paper 99-3, Federal Reserve Bank of Atlanta. [Downloadable!]
  5. Lutz Kilian & Tao Zha, 2002. "Quantifying the uncertainty about the half-life of deviations from PPP," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 17(2), pages 107-125. [Downloadable!]
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