MCMC method for Markov mixture simultaneous-equation models: a note

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MCMC method for Markov mixture simultaneous-equation models: a note

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Christopher A. Sims
Tao Zha

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Abstract

This paper extends the methods developed by Hamilton (1989) and Chib (1996) to identified multiple-equation models. It details how to obtain Bayesian estimation and inference for a class of models with different degrees of time variation and discusses both analytical and computational difficulties.

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Paper provided by Federal Reserve Bank of Atlanta in its series Working Paper with number 2004-15.

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Date of creation: 2004
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Handle: RePEc:fip:fedawp:2004-15

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This paper has been announced in the following NEP Reports:

NEP-ALL-2004-08-09 (All new papers)
NEP-CMP-2004-08-09 (Computational Economics)
NEP-ECM-2004-08-09 (Econometrics)
NEP-ETS-2004-08-09 (Econometric Time Series)

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.:

John Geweke, 1998. "Using simulation methods for Bayesian econometric models: inference, development, and communication," Staff Report 249, Federal Reserve Bank of Minneapolis. [Downloadable!]
Other versions:
- John Geweke, 1999. "Using simulation methods for bayesian econometric models: inference, development,and communication," Econometric Reviews, Taylor and Francis Journals, vol. 18(1), pages 1-73. [Downloadable!] (restricted)
Taylor, John B., 1999. "The robustness and efficiency of monetary policy rules as guidelines for interest rate setting by the European central bank," Journal of Monetary Economics, Elsevier, vol. 43(3), pages 655-679, June. [Downloadable!] (restricted)
Other versions:
- Taylor, John B., 1998. "The Robustness and Efficiency of Monetary Policy Rules as Guidelines for Interest Rate Setting by the European Central Bank," Seminar Papers 649, Stockholm University, Institute for International Economic Studies. [Downloadable!]
Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-84, March. [Downloadable!] (restricted)
Waggoner, Daniel F. & Zha, Tao, 2003. "A Gibbs sampler for structural vector autoregressions," Journal of Economic Dynamics and Control, Elsevier, vol. 28(2), pages 349-366, November. [Downloadable!] (restricted)
Sims, Christopher A & Zha, Tao, 1998. "Bayesian Methods for Dynamic Multivariate Models," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(4), pages 949-68, November.
Other versions:
- Christopher A. Sims & Tao Zha, 1996. "Bayesian methods for dynamic multivariate models," Working Paper 96-13, Federal Reserve Bank of Atlanta. [Downloadable!]
Rudebusch, Glenn D. & Svensson, Lars E. O., 2002. "Eurosystem monetary targeting: Lessons from U.S. data," European Economic Review, Elsevier, vol. 46(3), pages 417-442, March. [Downloadable!] (restricted)
Other versions:
- Glenn D. Rudebusch & Lars E.O. Svensson, 1999. "Eurosystem monetary targeting: lessons from U.S. data," Working Papers in Applied Economic Theory 99-13, Federal Reserve Bank of San Francisco. [Downloadable!]
- Glenn D. Rudebusch & Lars E.O. Svensson, 1999. "Eurosystem Monetary Targeting: Lessons from U.S. Data," NBER Working Papers 7179, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
- Rudebusch, Glenn & Svensson, Lars, 1999. "Eurosystem Monetary Targeting: Lessons from U.S. Data," Seminar Papers 672, Stockholm University, Institute for International Economic Studies. [Downloadable!]
- Rudebusch, Glenn D & Svensson, Lars E O, 2000. "Eurosystem Monetary Targeting: Lessons from US Data," CEPR Discussion Papers 2522, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
- Rudebusch, Glenn D. & Svensson, Lars E. O., 1999. "Eurosystem Monetary Targeting: Lessons from U.S. Data," Working Paper Series 92, Sveriges Riksbank (Central Bank of Sweden). [Downloadable!]
- Rudebusch, G. & Svensson, L.E.O., 1999. "Eurosystem Monetary Targeting: Lessons from U.S. Data," Papers 672, Stockholm - International Economic Studies.

Full references

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.)

Christopher A. Sims & Tao Zha, 2006. "Were There Regime Switches in U.S. Monetary Policy?," American Economic Review, American Economic Association, vol. 96(1), pages 54-81, March. [Downloadable!]
Other versions:
- Christopher A. Sims & Tao Zha, 2005. "Were There Regime Switches in U.S. Monetary Policy?," Working Papers 92, Princeton University, Department of Economics, Center for Economic Policy Studies.. [Downloadable!]
- Christopher A. Sims & Tao Zha, 2004. "Were there regime switches in U.S. monetary policy?," Working Paper 2004-14, Federal Reserve Bank of Atlanta. [Downloadable!]

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