Acta Oeconomica Pragensia 2014, 22(1):41-55 | DOI: 10.18267/j.aop.425
The New Keynesian Dsge Model and Alternative Monetary Policy Rules in the Czech Republic
- University of Economics Prague, Faculty of Informatics and Statistics; Česká spořitelna, a.s. (bouda.mil@seznam.cz).
The paper deals with a comparison of alternative monetary policy rules also known as Taylor rules. First, a New Keynesian DSGE model is specified. Results of this model are used as a benchmark. These results are obtained using Bayesian techniques. Bayesian techniques are used for both the estimation and the subsequent model comparison. The main experiment introduces three modifications to monetary policy rules. One specifies simple, Svensson and forward-looking monetary policy rules. The estimation is performed on Czech data and the period is from 2000Q1 to 2012Q3. Each specification of the New Keynesian model contains the same observed variables, GDP growth and inflation. The estimation of the benchmark model contains an interesting output as a shock decomposition of both the observed variables. The main finding of this paper is that the parameter estimates of all the modifications of monetary policy rules are almost the same and the log data density looks very similar for all the specified models. On the other hand, a completely opposite conclusion may be derived from the results of the Bayesian comparison of the DSGE models. The key output is that a forward-looking monetary policy rule significantly improves the ability of the New Keynesian DSGE model to fit the observed data.
Keywords: New Keynesian model, Dynare, Bayesian estimation, Shock decomposition, DSGE
JEL classification: E17, O47
Published: February 1, 2014 Show citation
References
- ADJEMIAN, S. Dynare: Reference Manual, Version 4 [Dynare Working Papers]. 2012, vol. 1.
- ADOLFSON, M.; LASÉEN, S.; LINDÉ, J.; VILLANI, M. Bayesian estimation of an open economy DSGE model with incomplete pass-through. Journal of International Economics. 2007, vol. 72, pp. 481-511.
Go to original source...
- ARLT, J.; ARLTOVÁ, M. Ekonomické časové řady. Professional Publishing.2009, 290 p. ISBN 978-8086946-856.
- BATINI, N.; HALDANE, A. Forward-Looking Rules for Monetary Policy. University of Chicago Press. 1999, 45 p. ISBN 0-226-79124-6.
Go to original source...
- CALVO, G. Staggered Prices in a Utility-Maximizing Framework. Journal of Monetary Economics. 1983, vol. 12, pp. 383-398.
Go to original source...
- CHIB, S.; JELIAZKOV, I. Marginal Likelihood From the Metropolis-Hastings Output. Journal of the American Statistical Association. 2001, vol. 96, pp. 270-281.
Go to original source...
- CLARIDA, R.; GALÍ, J.; GERTLER, M. Monetary Policy Rules and Macroeconomic Stability: Evidence and some Theory [Working Papers 98-01]. 1998, V. Starr Center for Applied Economics, New York University.
Go to original source...
- GALÍ, J. Monetary policy, inflation, and the business cycle: an introduction to the new Keynesian framework. Princeton University Press. 2008, 203 p. ISBN 06-911-3316-6.
- GALÍ, J.; GERTLER, M.; LOPEZ-SALIDO, J. D. European inflation dynamics. European Economic Review. 2001, vol. 45, no. 7, pp. 1237-1270.
Go to original source...
- GEISEL, M. S. Bayesian comparison of simple macroeconomic models. Studies in Bayesian Econometrics and Statistics: In Honor of Leonard J. Savage. 1975, pp. 227-256.
- GEWEKE, J. Using Simulation Methods for Bayesian Econometric Models. Computing in Economics and Finance. 1999, Society for Computational Economics.
Go to original source...
- GREENE, W. Econometric analysis. 7th ed. Boston: Prentice Hall. 2012, 1198 p. Pearson series in economics. ISBN 978-0-13-139538-1.
- GRIFFOLI, T. M. Dynare User Guide [online]. 2010 [cit. 2013-03-24]. www.dynare.org/documentation-and-support/manual.
- JEFFREYS, H. Theory of Probability, 3rd ed. Oxford Classic Texts in the Physical Sciences. 1961, Oxford Univ. Press, Oxford.
- KOOP G. Bayesian econometrics. Hoboken, N.J.: J. Wiley, c2003, xiv, 359 p. ISBN 04-708-4567-8.
- KWIATKOWSKI, D.; PHILLIPS, P; SCHMIDT, P; SHIN, Y Testing the Null Hypothesis of Stationarity Against the Alternative of a Unit Root. Journal of Econometrics. 1992, vol. 54, pp. 159-178.
Go to original source...
- ORPHANIDES, A. Activist stabilization policy and inflation: the Taylor rule in the 1970s. Finance and Economics Discussion Series. 2000, vol. 13, Board of Governors of the Federal Reserve System (U.S.).
Go to original source...
- ROTEMBERG, J. J. Sticky Prices in the United States. The Journal of Political Economy. 1982, vol. 90, no. 6, pp. 1187-1211.
Go to original source...
- SCHORFHEIDE, F Loss Function Based Evaluation of DSGE Models. Journal of Applied Econometrics. 2000, vol. 15, no. 6, pp. 645-670.
Go to original source...
- SMETS, F; WOUTERS, R. An Estimated Dynamic Stochastic General Equilibrium Model of the Euro area. Journal of the European Economic Association. 2003, vol. 1, no. 5, pp. 1123-1175.
Go to original source...
- SROUR, G. Why Do Central Banks Smooth Interest rates? [Bank of Canada Working Papers]. 2001, vol. 17.
- SVENSSON, L. Open -Economy Inflation Targeting. The American Economic Review. 1998, vol. 80.
Go to original source...
- ŠTORK, Z.; ZÁVACKÁ, J.; VÁVRA, M. HUBERT: a DSGE mode of the Czech economy [Working Paper of Ministry of Finance of the Czech Republic]. 2009, vol. 2, pp. 1-39.
- TAYLOR, J. B. Discretion versus policy rules in practice. Journal of business and Economic Statis-tics.1983, vol. 19.
- VILLAVERDE, J. F The Econometrics of DSGE models [NBER Working Papers 14677].2009, Cambridge.
- WOODFORD, M. Interest and prices: foundations of a theory of monetary policy. Woodstock, Oxfordshire [England]: Princeton University Press, c2003, xv, 785 p. ISBN 06-910-1049-8.
This is an open access article distributed under the terms of the Creative Commons Attribution 4.0 International License (CC BY 4.0), which permits use, distribution, and reproduction in any medium, provided the original publication is properly cited. No use, distribution or reproduction is permitted which does not comply with these terms.