Givens, Gregory and Salemi, Michael (2012): Inferring monetary policy objectives with a partially observed state.
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Accounting for the uncertainty inherent in real-time perceptions of the state of the economy is believed to be critical for the analysis of historical monetary policy. We investigate this claim through the lens of a small-scale new-Keynesian model with optimal discretionary policy and partial information about the state. The model is estimated using maximum likelihood on US data over the Volcker-Greenspan-Bernanke regime. A comparison of our estimates to those from a version of the model with complete information reveals that under partial information: (i) the Federal Reserve demonstrates a significant concern for stabilizing fluctuations in the output gap, and (ii) the discrepancy between optimal and observed policy behavior is smaller.
|Item Type:||MPRA Paper|
|Original Title:||Inferring monetary policy objectives with a partially observed state|
|Keywords:||Partial Information; Optimal Monetary Policy; Central Bank Preferences|
|Subjects:||E - Macroeconomics and Monetary Economics > E5 - Monetary Policy, Central Banking, and the Supply of Money and Credit > E58 - Central Banks and Their Policies
E - Macroeconomics and Monetary Economics > E5 - Monetary Policy, Central Banking, and the Supply of Money and Credit > E52 - Monetary Policy
E - Macroeconomics and Monetary Economics > E3 - Prices, Business Fluctuations, and Cycles > E37 - Forecasting and Simulation: Models and Applications
|Depositing User:||Gregory Givens|
|Date Deposited:||10. Jun 2012 04:01|
|Last Modified:||13. Feb 2013 04:45|
Aoki, Kosuke. “On the Optimal Monetary Policy Response to Noisy Indicators." Journal of Monetary Economics, April 2003, 50(3), pp. 501-23.
Boivin, Jean and Giannoni, Marc. “DSGE Models in a Data-Rich Environment." NBER Working Paper No. 12772, December 2006.
Cecchetti, Stephen G.; Flores-Lagunes, Alfonso and Krause, Stefan. “Has Monetary Policy Become More Efficient? A Cross-Country Analysis." The Economic Journal, April 2006, 116(511), pp. 408-33.
Cecchetti, Stephen G.; McConnell, Margaret M. and Perez-Quiros, Gabriel. “Policymakers' Revealed Preferences and the Output-Inflation Variability Tradeoff: Implications for the European System of Central Banks." The Manchester School, June 2002, 70(4), pp. 596-618.
Clarida, Richard; Gali, Jordi and Gertler, Mark. “The Science of Monetary Policy: A New Keynesian Perspective." Journal of Economic Literature, December 1999, 37(4), pp. 1661-707.
Clarida, Richard; Gali, Jordi and Gertler, Mark. “Monetary Policy Rules and Macroeconomic Stability: Evidence and Some Theory." The Quarterly Journal of Economics, February 2000, 115(1), pp. 147-80.
Coenen, Gunter; Levin, Andrew and Wieland, Volker. “Data Uncertainty and the Role of Money as an Information Variable for Monetary Policy." European Economic Review, May 2005, 49(4), pp. 975-1006.
Collard, Fabrice and Dellas, Harris. “Monetary Misperceptions, Output, and Inflation Dynamics." Journal of Money, Credit and Banking, March/Arpil 2010, 42(2-3), pp. 483-502.
Collard, Fabrice; Dellas, Harris and Smets, Frank. “Imperfect Information and the Business Cycle." Journal of Monetary Economics, October 2009, 56(S), pp. 38-56.
Croushore, Dean. “Frontiers of Real-Time Data Analysis." Journal of Economic Literature, March 2011, 49(1), pp. 72-100.
Croushore, Dean and Stark, Tom. “A Real-Time Data Set for Macroeconomists." Journal of Econometrics, November 2001, 105(1), pp. 111-30.
Cukierman, Alex and Lippi, Francesco. “Endogenous Monetary Policy with Unobserved Potential Output." Journal of Economic Dynamics and Control, November 2005, 29(11), pp. 1951-83.
de Jong, Piet. “Smoothing and Interpolation with the State-Space Model." Journal of the American Statistical Association, December 1989, 84(408), pp. 1085-8.
Dellas, Harris. “Monetary Shocks and Inflation Dynamics in a New Keynesian Model." Journal of Money, Credit and Banking, March 2006, 38(2), pp. 543-51.
Dennis, Richard. “Inferring Policy Objectives from Economic Outcomes." Oxford Bulletin of Economics and Statistics, September 2004, 66(S1), pp. 735-64.
Dennis, Richard. “The Policy Preferences of the US Federal Reserve." Journal of Applied Econometrics, January 2006, 21(1), pp. 55-77.
Dotsey, Michael and Hornstein, Andreas. “Should a Monetary Policymaker Look at Money?" Journal of Monetary Economics, April 2003, 50(3), pp. 547-79.
Ehrmann, Michael and Smets, Frank. “Uncertain Potential Output: Implications for Monetary Policy." Journal of Economic Dynamics and Control, July 2003, 27(9), pp. 1611-38.
Erceg, Christopher J.; Henderson, Dale W. and Levin, Andrew T. “Optimal Monetary Policy with Staggered Wage and Price Contracts." Journal of Monetary Economics, October 2000, 46(2), pp. 281-313.
Estrella, Arturo and Fuhrer, Jeffrey C. “Dynamic Inconsistencies: Counterfactual Implications of a Class of Rational-Expectations Models." The American Economic Review, September 2002, 92(4), pp. 1013-28.
Favero, Carlo A. and Rovelli, Riccardo. “Macroeconomic Stability and the Preferences of the Fed: A Formal Analysis, 1961-96." Journal of Money, Credit and Banking, August 2003, 35(4), pp. 545-56.
Friedman, Milton. “The Role of Monetary Policy." The American Economic Review, March 1968, 58(1), pp. 1-17.
Fuhrer, Jeffrey C. “The (Un)Importance of Forward-Looking Behavior in Price Specifications." Journal of Money, Credit and Banking, August 1997, 29(3), pp. 338-50.
Givens, Gregory E. “Estimating Central Bank Preferences under Commitment and Discretion." forthcoming in the Journal of Money, Credit and Banking, May 2012.
Givens, Gregory E. and Salemi, Michael K. “Generalized Method of Moments and Inverse Control." Journal of Economic Dynamics and Control, October 2008, 32(10), pp. 3113-47.
Harvey, Andrew C. Forecasting, Structural Time Series Models and the Kalman Filter. Cambridge, UK: Cambridge University Press, 1989.
Ilbas, Pelin. “Revealing the Preferences of the US Federal Reserve." Journal of Applied Econometrics, April/May 2012, 27(3), pp. 440-73.
Ingram, Beth Fisher; Kocherlakota, Narayana R. and Savin, N. E. “Explaining Business Cycles: A Multiple-Shock Approach." Journal of Monetary Economics, December 1994, 34(3), pp. 415-28.
Kiley, Michael T. “A Quantitative Comparison of Sticky-Price and Sticky-Information Models of Price Setting." Journal of Money, Credit and Banking, February 2007, 39(S1), pp. 101-25.
Kozicki, Sharon. “How Do Data Revisions Affect the Evaluation and Conduct of Monetary Policy?" Economic Review, Federal Reserve Bank of Kansas City, 2004, Q I, pp. 5-38.
Kuttner, Kenneth N. “Estimating Potential Output as a Latent Variable." Journal of Business and Economic Statistics, July 1994, 12(3), pp. 361-8.
LeRoy, Stephen F. and Waud, Roger N. “Applications of the Kalman Filter in Short-Run Monetary Control." International Economic Review, February 1977, 18(1), pp. 195-207.
Linde, Jesper. “Estimating New-Keynesian Phillips Curves: A Full Information Maximum Likelihood Approach." Journal of Monetary Economics, September 2005, 52(6), pp. 1135-49.
Lippi, Francesco and Neri, Stefano. “Information Variables for Monetary Policy in an Estimated Structural Model of the Euro Area." Journal of Monetary Economics, May 2007, 54(4), pp. 1256-70.
Lubik, Thomas A. and Schorfheide, Frank. “Testing for Indeterminacy: An Application to U.S. Monetary Policy." The American Economic Review, March 2004, 94(1), pp. 190-217.
Mishkin, Frederic S. “Monetary Policy and the Dual Mandate." Speech at Bridgewater College, Bridgewater, Virginia, April 2007.
Neri, Stefano and Ropele, Tiziano. “Imperfect Information, Real-Time Data and Monetary Policy in the Euro Area." forthcoming in The Economic Journal, November 2011.
Orphanides, Athanasios. “Monetary Policy Rules Based on Real-Time Data." The American Economic Review, September 2001, 91(4), pp. 964-85.
Orphanides, Athanasios. “Monetary Policy Rules and the Great Inflation." American Economic Review Papers and Proceedings, May 2002, 92(2), pp. 115-20.
Orphanides, Athanasios. “Monetary Policy Evaluation with Noisy Information." Journal of Monetary Economics, April 2003, 50(3), pp. 605-31.
Orphanides, Athanasios. “Monetary Policy Rules, Macroeconomic Stability, and Inflation: A View from the Trenches." Journal of Money, Credit and Banking, April 2004, 36(2), pp. 151-75.
Orphanides, Athanasios and van Norden, Simon. “The Unreliability of Output-Gap Estimates in Real Time." The Review of Economics and Statistics, November 2002, 84(4), pp. 569-83.
Ozlale, Umit. “Price Stability vs. Output Stability: Tales of Federal Reserve Administrations." Journal of Economic Dynamics and Control, July 2003, 27(9), pp. 1595-610.
Pearlman, Joseph; Currie, David and Levine, Paul. “Rational Expectations Models with Partial Information." Economic Modelling, April 1986, 3(2), pp. 90-105.
Phelps, Edmund S. “Money-Wage Dynamics and Labor-Market Equilibrium." Journal of Political Economy, July/August 1968, 76(4), pp. 678-711.
Rotemberg, Julio J. and Woodford, Michael. “An Optimization-Based Econometric Framework for the Evaluation of Monetary Policy," in Ben S. Bernanke and Julio J. Rotemberg, eds., NBER Macroeconomics Annual. Cambridge, MA: MIT Press, 1997, pp. 297-346.
Rudebusch, Glenn D. “Is the Fed Too Timid? Monetary Policy in an Uncertain World." The Review of Economics and Statistics, May 2001, 83(2). pp. 203-17.
Rudebusch, Glenn D. “Assessing Nominal Income Rules for Monetary Policy with Model and Data Uncertainty." The Economic Journal, April 2002, 112(479), pp. 402-32.
Salemi, Michael K. “Revealed Preference of the Federal Reserve: Using Inverse-Control Theory to Interpret the Policy Equation of a Vector Autoregression." Journal of Business and Economic Statistics, October 1995, 13(4), pp. 419-33.
Salemi, Michael K. “Econometric Policy Evaluation and Inverse Control," Journal of Money, Credit and Banking, October 2006, 38(7), pp. 1737-64.
Schwarz, Gideon. “Estimating the Dimension of a Model." The Annals of Statistics, March 1978, 6(2), pp. 461-4.
Soderlind, Paul. “Solution and Estimation of RE Macromodels With Optimal Policy." European Economic Review, April 1999, 43(4-6), pp. 813-23.
Soderstrom, Ulf; Soderlind, Paul and Vredin, Anders. “New-Keynesian Models and Monetary Policy: A Reexamination of the Stylized Facts." The Scandinavian Journal of Economics, September 2005, 107(3), pp. 521-46.
Staiger, Douglas; Stock, James H. and Watson, Mark W. “Prices, Wages and the U.S. NAIRU in the 1990s." NBER Working Paper No. 8320, June 2001.
Svensson, Lars E.O. “Inflation Forecast Targeting: Implementing and Monitoring Inflation Targets." European Economic Review, June 1997, 41(6), pp. 1111-46.
Svensson, Lars E.O. and Woodford, Michael. “Indicator Variables for Optimal Policy." Journal of Monetary Economics, April 2003, 50(3), pp. 691-720.
Taylor, John B. “Discretion Versus Policy Rules in Practice." Carnegie-Rochester Conference Series on Public Policy, December 1993, 39, pp. 195-214.
White, Halbert. “Maximum Likelihood Estimation of Misspecified Models." Econometrica, January 1982, 50(1), pp. 1-25.
Woodford, Michael. Interest and Prices: Foundations of a Theory of Monetary Policy. Princeton and Oxford: Princeton University Press, 2003.