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Volumn 146, Issue 2, 2008, Pages 255-274

Methods for inference in large multiple-equation Markov-switching models

Author keywords

Composite Markov process; Density overlap; Incremental and discontinuous changes; Integrated out likelihood; New MHM

Indexed keywords

MARKOV PROCESSES; MATRIX ALGEBRA;

EID: 53649083271     PISSN: 03044076     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jeconom.2008.08.023     Document Type: Article
Times cited : (165)

References (53)
  • 1
    • 34248203740 scopus 로고    scopus 로고
    • Bayesian analysis of dsge models
    • An S., and Schorfheide F. Bayesian analysis of dsge models. Econometric Reviews 26 2-4 (2007) 113-172
    • (2007) Econometric Reviews , vol.26 , Issue.2-4 , pp. 113-172
    • An, S.1    Schorfheide, F.2
  • 2
    • 53649087595 scopus 로고    scopus 로고
    • Banbura, M., Giannone, D., Reichlin, L., 2007. Bayesian vars with large panels. Centre for Economic Policy Research Discussion Paper No. 6326
    • Banbura, M., Giannone, D., Reichlin, L., 2007. Bayesian vars with large panels. Centre for Economic Policy Research Discussion Paper No. 6326
  • 3
    • 53649108857 scopus 로고    scopus 로고
    • Beyer, A., Farmer, R.E., 2004. What we don't know about the monetary transmission mechanism and why we don't know it. Centre for Economic Policy Research Discussion Paper No. 4811
    • Beyer, A., Farmer, R.E., 2004. What we don't know about the monetary transmission mechanism and why we don't know it. Centre for Economic Policy Research Discussion Paper No. 4811
  • 4
    • 53649092063 scopus 로고    scopus 로고
    • Canova, F., Gambetti, L., 2004. Structural changes in the US economy: Bad luck or bad policy. Manuscript, Universitat Pompeu Fabra
    • Canova, F., Gambetti, L., 2004. Structural changes in the US economy: Bad luck or bad policy. Manuscript, Universitat Pompeu Fabra
  • 6
    • 0003107701 scopus 로고    scopus 로고
    • Calculating posterior distributions and model estimates in Markov mixture models
    • Chib S. Calculating posterior distributions and model estimates in Markov mixture models. Journal of Econometrics 75 (1996) 79-97
    • (1996) Journal of Econometrics , vol.75 , pp. 79-97
    • Chib, S.1
  • 7
    • 0003122168 scopus 로고    scopus 로고
    • Estimation and comparison of multiple change-point models
    • Chib S. Estimation and comparison of multiple change-point models. Journal of Econometrics 86 (1998) 221-241
    • (1998) Journal of Econometrics , vol.86 , pp. 221-241
    • Chib, S.1
  • 9
    • 4644268492 scopus 로고    scopus 로고
    • Bayesian inference and state number determination for hidden markov models: An application to the information content of the yieldcurve about inflation
    • Chopin N., and Pelgrin F. Bayesian inference and state number determination for hidden markov models: An application to the information content of the yieldcurve about inflation. Journal of Econometrics 123 (2004) 327-344
    • (2004) Journal of Econometrics , vol.123 , pp. 327-344
    • Chopin, N.1    Pelgrin, F.2
  • 10
    • 15844392342 scopus 로고    scopus 로고
    • Nominal rigidities and the dynamics effects of a shock to monetary policy
    • Christiano L., Eichenbaum M., and Evans C. Nominal rigidities and the dynamics effects of a shock to monetary policy. Journal of Political Economy 113 (2005) 1-45
    • (2005) Journal of Political Economy , vol.113 , pp. 1-45
    • Christiano, L.1    Eichenbaum, M.2    Evans, C.3
  • 11
    • 0006260747 scopus 로고    scopus 로고
    • Monetary policy rules and macroeconomic stability: Evidence and some theory
    • Clarida R., Galí J., and Gertler M. Monetary policy rules and macroeconomic stability: Evidence and some theory. Quarterly Journal of Economics CXV (2000) 147-180
    • (2000) Quarterly Journal of Economics , vol.CXV , pp. 147-180
    • Clarida, R.1    Galí, J.2    Gertler, M.3
  • 12
    • 0009401749 scopus 로고    scopus 로고
    • Evolving US post-world war II inflation dynamics
    • Cogley T., and Sargent T.J. Evolving US post-world war II inflation dynamics. NBER Macroeconomics Annual 16 (2002) 331-373
    • (2002) NBER Macroeconomics Annual , vol.16 , pp. 331-373
    • Cogley, T.1    Sargent, T.J.2
  • 13
    • 16244417799 scopus 로고    scopus 로고
    • Drifts and volatilities: Monetary policies and outcomes in the post wwii US
    • Cogley T., and Sargent T.J. Drifts and volatilities: Monetary policies and outcomes in the post wwii US. Review of Economic Dynamics 8 April (2005) 262-302
    • (2005) Review of Economic Dynamics , vol.8 , Issue.April , pp. 262-302
    • Cogley, T.1    Sargent, T.J.2
  • 14
    • 53649085801 scopus 로고    scopus 로고
    • Farmer, R.E., Waggoner, D.F., Zha, T., 2006. Minimal state variable solutions to markov-switching rational expectations models. Manuscript, UCLA and Federal Reserve Bank of Atlanta
    • Farmer, R.E., Waggoner, D.F., Zha, T., 2006. Minimal state variable solutions to markov-switching rational expectations models. Manuscript, UCLA and Federal Reserve Bank of Atlanta
  • 16
    • 36148996468 scopus 로고    scopus 로고
    • Bayesian stochastic search for var model restrictions
    • George E., Sun D., and Ni S. Bayesian stochastic search for var model restrictions. Journal of Econometrics 142 1 (2008) 553-580
    • (2008) Journal of Econometrics , vol.142 , Issue.1 , pp. 553-580
    • George, E.1    Sun, D.2    Ni, S.3
  • 18
    • 85071345140 scopus 로고    scopus 로고
    • Using simulation methods for bayesian econometric models: Inference, development, and communication
    • Geweke J. Using simulation methods for bayesian econometric models: Inference, development, and communication. Econometric Reviews 18 1 (1999) 1-73
    • (1999) Econometric Reviews , vol.18 , Issue.1 , pp. 1-73
    • Geweke, J.1
  • 19
    • 53649087885 scopus 로고    scopus 로고
    • Geweke, J., 2006. Interpretation and inference in mixture models: Simple mcmc works. Manuscript, University of Iowa
    • Geweke, J., 2006. Interpretation and inference in mixture models: Simple mcmc works. Manuscript, University of Iowa
  • 20
    • 38349077088 scopus 로고    scopus 로고
    • Efficient bayesian inference for multiple change-point and mixture innovation models
    • Giordani P., and Kohn R. Efficient bayesian inference for multiple change-point and mixture innovation models. Journal of Business and Economic Statistics 26 1 (2008) 66-77
    • (2008) Journal of Business and Economic Statistics , vol.26 , Issue.1 , pp. 66-77
    • Giordani, P.1    Kohn, R.2
  • 21
    • 0000909365 scopus 로고
    • Rational-expectations econometric analysis of changes in regime: An investigation of the term structure of interest rates
    • Hamilton J.D. Rational-expectations econometric analysis of changes in regime: An investigation of the term structure of interest rates. Journal of Economic Dynamics and Control 12 (1988) 385-423
    • (1988) Journal of Economic Dynamics and Control , vol.12 , pp. 385-423
    • Hamilton, J.D.1
  • 22
    • 0001342006 scopus 로고
    • A new approach to the economic analysis of nonstationary time series and the business cycle
    • Hamilton J.D. A new approach to the economic analysis of nonstationary time series and the business cycle. Econometrica 57 2 (1989) 357-384
    • (1989) Econometrica , vol.57 , Issue.2 , pp. 357-384
    • Hamilton, J.D.1
  • 23
    • 0003410290 scopus 로고
    • Princeton University Press, Princeton, NJ
    • Hamilton J.D. Times Series Analysis (1994), Princeton University Press, Princeton, NJ
    • (1994) Times Series Analysis
    • Hamilton, J.D.1
  • 25
    • 45849088342 scopus 로고    scopus 로고
    • The time varying volatility of macroeconomic fluctuations
    • Justiniano A., and Primiceri G.E. The time varying volatility of macroeconomic fluctuations. American Economic Review 98 3 (2008) 604-641
    • (2008) American Economic Review , vol.98 , Issue.3 , pp. 604-641
    • Justiniano, A.1    Primiceri, G.E.2
  • 26
    • 53649108429 scopus 로고    scopus 로고
    • Kaufmann, S., 2007, June. Dating and forecasting turning points by bayesian clustering with dynamic structure: A suggestion with an application to Austrian data. Manuscript, Oesterreichische Nationalbank
    • Kaufmann, S., 2007, June. Dating and forecasting turning points by bayesian clustering with dynamic structure: A suggestion with an application to Austrian data. Manuscript, Oesterreichische Nationalbank
  • 28
    • 53649109295 scopus 로고    scopus 로고
    • Koop, G., Potter, S.M., Forecasting and estimating multiple change-point models with an unknown number of change-points. Review of Economic Studies (in press)
    • Koop, G., Potter, S.M., Forecasting and estimating multiple change-point models with an unknown number of change-points. Review of Economic Studies (in press)
  • 30
    • 53649085167 scopus 로고    scopus 로고
    • Liu, Z., Waggoner, D.F., Zha, T., 2008. Has the federal reserve's inflation target changed? Manuscript, Emory University and the Federal Reserve Bank of Atlanta
    • Liu, Z., Waggoner, D.F., Zha, T., 2008. Has the federal reserve's inflation target changed? Manuscript, Emory University and the Federal Reserve Bank of Atlanta
  • 31
    • 2442527511 scopus 로고    scopus 로고
    • Testing for indeterminacy: An application to US monetary policy
    • Lubik T.A., and Schorfheide F. Testing for indeterminacy: An application to US monetary policy. American Economic Review 94 1 (2004) 190-219
    • (2004) American Economic Review , vol.94 , Issue.1 , pp. 190-219
    • Lubik, T.A.1    Schorfheide, F.2
  • 32
    • 21444451325 scopus 로고    scopus 로고
    • Simulating ratios of normalizing constants via a simple identity: A theoretical exploration
    • Meng X.-L., and Wong W.H. Simulating ratios of normalizing constants via a simple identity: A theoretical exploration. Statistica Sinica 6 (1996) 831-860
    • (1996) Statistica Sinica , vol.6 , pp. 831-860
    • Meng, X.-L.1    Wong, W.H.2
  • 33
    • 0000706085 scopus 로고
    • A simple positive semi-definite heteroskedasticity and autocorrelation consistent covariance matrix
    • Newey W.K., and West K.K. A simple positive semi-definite heteroskedasticity and autocorrelation consistent covariance matrix. Econometrica 55 (1987) 703-708
    • (1987) Econometrica , vol.55 , pp. 703-708
    • Newey, W.K.1    West, K.K.2
  • 34
    • 53649085312 scopus 로고    scopus 로고
    • Plummer, M., Best, N., Cowles, K., Vines, K., 2005, November. The coda package. Version 0.10-2, November, plummer@iarc.fr
    • Plummer, M., Best, N., Cowles, K., Vines, K., 2005, November. The coda package. Version 0.10-2, November, plummer@iarc.fr
  • 35
    • 22144440111 scopus 로고    scopus 로고
    • Time varying structural vector autoregressions and monetary policy
    • Primiceri G. Time varying structural vector autoregressions and monetary policy. Review of Economic Studies 72 (2005) 821-852
    • (2005) Review of Economic Studies , vol.72 , pp. 821-852
    • Primiceri, G.1
  • 36
    • 53649089179 scopus 로고    scopus 로고
    • Ramachandran, K., Urazov, V., Jeong, N., Mandviwala, H., Waggoner, D.H.D.F., Zha, T., 2007. Ecosystem: A set of grid computing tools for a class of economic applications. School of Computer Science Technical Report GT-CS-07-09, Georgia Institute of Technology
    • Ramachandran, K., Urazov, V., Jeong, N., Mandviwala, H., Waggoner, D.H.D.F., Zha, T., 2007. Ecosystem: A set of grid computing tools for a class of economic applications. School of Computer Science Technical Report GT-CS-07-09, Georgia Institute of Technology
  • 38
    • 0035608799 scopus 로고    scopus 로고
    • Improving federal-funds rate forecasts in var models used for policy analysis
    • Robertson J.C., and Tallman E.W. Improving federal-funds rate forecasts in var models used for policy analysis. Journal of Business and Economic Statistics 19 3 (2001) 324-330
    • (2001) Journal of Business and Economic Statistics , vol.19 , Issue.3 , pp. 324-330
    • Robertson, J.C.1    Tallman, E.W.2
  • 39
    • 0001813732 scopus 로고    scopus 로고
    • Policy roles for inflation targeting
    • Taylor J.B. (Ed), University of Chicago Press, Chicago and London (Chapter 5)
    • Rudebusch G.D., and Svensson L.E.O. Policy roles for inflation targeting. In: Taylor J.B. (Ed). Monetary Policy Rules (1999), University of Chicago Press, Chicago and London 203-262 (Chapter 5)
    • (1999) Monetary Policy Rules , pp. 203-262
    • Rudebusch, G.D.1    Svensson, L.E.O.2
  • 40
    • 53649097313 scopus 로고    scopus 로고
    • Sargent, T.J., Williams, N., Zha, T., 2006. The conquest of South American inflation. NBER Working Paper No. 12606
    • Sargent, T.J., Williams, N., Zha, T., 2006. The conquest of South American inflation. NBER Working Paper No. 12606
  • 41
    • 16244408036 scopus 로고    scopus 로고
    • Learning and monetary policy shifts
    • Schorfheide F. Learning and monetary policy shifts. Review of Economic Dynamics 8 2 (2005) 392-419
    • (2005) Review of Economic Dynamics , vol.8 , Issue.2 , pp. 392-419
    • Schorfheide, F.1
  • 42
    • 0036489069 scopus 로고    scopus 로고
    • Bayesian methods for hidden Markov models: Recursive computing in the 21st century
    • Review Paper
    • Scott S.L. Bayesian methods for hidden Markov models: Recursive computing in the 21st century. Journal of the American Statistical Association 97 457 (2002) 337-351 Review Paper
    • (2002) Journal of the American Statistical Association , vol.97 , Issue.457 , pp. 337-351
    • Scott, S.L.1
  • 43
    • 0003697404 scopus 로고
    • A 9 variable probabilistic macroeconomic forecasting model
    • Business Cycles, Indicators, and Forecasting. Stock J.H., and Watson M.W. (Eds), University of Chicago Press
    • Sims C.A. A 9 variable probabilistic macroeconomic forecasting model. In: Stock J.H., and Watson M.W. (Eds). Business Cycles, Indicators, and Forecasting. NBER Studies in Business Cycles vol. 28 (1993), University of Chicago Press 179-214
    • (1993) NBER Studies in Business Cycles , vol.28 , pp. 179-214
    • Sims, C.A.1
  • 44
    • 53649083060 scopus 로고    scopus 로고
    • Sims, C.A., 2001. Stability and instability in us monetary policy behavior. Manuscript, Princeton University
    • Sims, C.A., 2001. Stability and instability in us monetary policy behavior. Manuscript, Princeton University
  • 45
    • 0347466670 scopus 로고    scopus 로고
    • Bayesian methods for dynamic multivariate models
    • Sims C.A., and Zha T. Bayesian methods for dynamic multivariate models. International Economic Review 39 4 (1998) 949-968
    • (1998) International Economic Review , vol.39 , Issue.4 , pp. 949-968
    • Sims, C.A.1    Zha, T.2
  • 46
    • 53649085476 scopus 로고    scopus 로고
    • Sims, C.A., Zha, T., 2004. Mcmc method for markov mixture simultaneous-equation models: A note. Federal Reserve Bank of Atlanta Working Paper 2004-15
    • Sims, C.A., Zha, T., 2004. Mcmc method for markov mixture simultaneous-equation models: A note. Federal Reserve Bank of Atlanta Working Paper 2004-15
  • 47
    • 33645747482 scopus 로고    scopus 로고
    • Were there regime switches in us monetary policy?
    • Sims C.A., and Zha T. Were there regime switches in us monetary policy?. American Economic Review 96 (2006) 54-81
    • (2006) American Economic Review , vol.96 , pp. 54-81
    • Sims, C.A.1    Zha, T.2
  • 49
    • 2442577869 scopus 로고    scopus 로고
    • Has the business cycles changed? Evidence and explanations
    • Federal Reserve Bank of Kansas City, Jackson Hole, Wyoming
    • Stock J.H., and Watson M.W. Has the business cycles changed? Evidence and explanations. Monetary Policy and Uncertainty: Adapting to a Changing Economy (2003), Federal Reserve Bank of Kansas City, Jackson Hole, Wyoming 9-56
    • (2003) Monetary Policy and Uncertainty: Adapting to a Changing Economy , pp. 9-56
    • Stock, J.H.1    Watson, M.W.2
  • 50
    • 38249044049 scopus 로고
    • Finite state Markov-chain approximations to univariate and vector autoregressions
    • Tauchen G. Finite state Markov-chain approximations to univariate and vector autoregressions. Economics Letters 20 (1986) 177-181
    • (1986) Economics Letters , vol.20 , pp. 177-181
    • Tauchen, G.1
  • 51
    • 0038035892 scopus 로고    scopus 로고
    • A gibbs sampler for structural vector autoregressions
    • Waggoner D.F., and Zha T. A gibbs sampler for structural vector autoregressions. Journal of Economic Dynamics and Control 28 2 (2003) 349-366
    • (2003) Journal of Economic Dynamics and Control , vol.28 , Issue.2 , pp. 349-366
    • Waggoner, D.F.1    Zha, T.2
  • 52
    • 0345456128 scopus 로고    scopus 로고
    • Likelihood preserving normalization in multiple equation models
    • Waggoner D.F., and Zha T. Likelihood preserving normalization in multiple equation models. Journal of Econometrics 114 2 (2003) 329-347
    • (2003) Journal of Econometrics , vol.114 , Issue.2 , pp. 329-347
    • Waggoner, D.F.1    Zha, T.2
  • 53
    • 53649094924 scopus 로고    scopus 로고
    • Vector autoregressions
    • Durlauf S.N., and Blume L.E. (Eds), Palgrave Macmillan, New York, NY
    • Zha T. Vector autoregressions. In: Durlauf S.N., and Blume L.E. (Eds). The New Palgrave Dictionary of Economics. second ed. (2008), Palgrave Macmillan, New York, NY
    • (2008) The New Palgrave Dictionary of Economics. second ed.
    • Zha, T.1


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