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Volumn 33, Issue 4, 2015, Pages 566-578

Bayesian Inference in Regime-Switching ARMA Models With Absorbing States: The Dynamics of the Ex-Ante Real Interest Rate Under Regime Shifts

Author keywords

Global Metropolis Hastings algorithm; Proposal distribution

Indexed keywords


EID: 84945313760     PISSN: 07350015     EISSN: 15372707     Source Type: Journal    
DOI: 10.1080/07350015.2014.979995     Document Type: Article
Times cited : (8)

References (44)
  • 1
    • 55549084723 scopus 로고
    • Bayes Inference via Gibbs Sampling of Autoregressive Time Series Subject to Markov Mean and Variance Shifts
    • J.H.Albert,, S.Chib, (1993), Bayes Inference via Gibbs Sampling of Autoregressive Time Series Subject to Markov Mean and Variance Shifts, Journal of Business and Economic Statistics, 11, 1–15.
    • (1993) Journal of Business and Economic Statistics , vol.11 , pp. 1-15
    • Albert, J.H.1    Chib, S.2
  • 2
    • 0004810564 scopus 로고
    • High and Volatile Real Interest Rates: Where Does the Fed Fit In?
    • M.Antoncic, (1986), High and Volatile Real Interest Rates: Where Does the Fed Fit In?, Journal of Money, Credit, and Banking, 18, 18–27.
    • (1986) Journal of Money, Credit, and Banking , vol.18 , pp. 18-27
    • Antoncic, M.1
  • 3
    • 0037286212 scopus 로고    scopus 로고
    • Computation and Analysis of Multiple Structural Change Models
    • J.Bai,, P.Perron, (2003), Computation and Analysis of Multiple Structural Change Models, Journal of Applied Econometrics, 18, 1–22.
    • (2003) Journal of Applied Econometrics , vol.18 , pp. 1-22
    • Bai, J.1    Perron, P.2
  • 4
    • 84889094335 scopus 로고    scopus 로고
    • Marginal Likelihood for Markov-Switching and Change-Point GARCH
    • L.Bauwens,, A.Dufays,, J.Rombouts, (2014), Marginal Likelihood for Markov-Switching and Change-Point GARCH, Journal of Econometrics, 178, 508–522.
    • (2014) Journal of Econometrics , vol.178 , pp. 508-522
    • Bauwens, L.1    Dufays, A.2    Rombouts, J.3
  • 8
    • 0000193853 scopus 로고
    • On Gibbs Sampling for State Space Models
    • C.K.Carter,, P.Kohn, (1994), On Gibbs Sampling for State Space Models, Biometrica, 81, 541–553.
    • (1994) Biometrica , vol.81 , pp. 541-553
    • Carter, C.K.1    Kohn, P.2
  • 9
    • 0003122168 scopus 로고    scopus 로고
    • Estimation and Comparison of Multiple Change-Point Models
    • S.Chib, (1998), Estimation and Comparison of Multiple Change-Point Models, Journal of Econometrics, 86, 221–241.
    • (1998) Journal of Econometrics , vol.86 , pp. 221-241
    • Chib, S.1
  • 10
    • 0001149688 scopus 로고
    • Bayes Inference in Regression Models With ARMA(p, q) Errors
    • S.Chib,, E.Greenberg, (1994), Bayes Inference in Regression Models With ARMA(p, q) Errors, Journal of Econometrics, 64, 183–206.
    • (1994) Journal of Econometrics , vol.64 , pp. 183-206
    • Chib, S.1    Greenberg, E.2
  • 11
    • 32344446687 scopus 로고
    • Understanding the Metropolis-Hastings Algorithm
    • ——— (1995), Understanding the Metropolis-Hastings Algorithm, The American Statistician, 49, 327–335.
    • (1995) The American Statistician , vol.49 , pp. 327-335
  • 12
    • 46549100903 scopus 로고
    • Serial Correlation in Latent Discrete Variable Models
    • S.R.Cosslett,, L.-F.Lee, (1985), Serial Correlation in Latent Discrete Variable Models, Journal of Econometrics, 27, 79–97.
    • (1985) Journal of Econometrics , vol.27 , pp. 79-97
    • Cosslett, S.R.1    Lee, L.-F.2
  • 13
    • 0030554245 scopus 로고    scopus 로고
    • The Long-Run Relationship Between Nominal Interest Rates and Inflation: The Fisher Equation Revisited
    • W.J.Crowder,, D.L.Hoffman, (1996), The Long-Run Relationship Between Nominal Interest Rates and Inflation: The Fisher Equation Revisited, Journal of Money, Credit, and Banking, 28, 102–118.
    • (1996) Journal of Money, Credit, and Banking , vol.28 , pp. 102-118
    • Crowder, W.J.1    Hoffman, D.L.2
  • 14
    • 0001325243 scopus 로고
    • The Simulation Smoother for Time Series Models
    • P.De Jong,, N.Shephard, (1995), The Simulation Smoother for Time Series Models, Biometrika, 82, 339–350.
    • (1995) Biometrika , vol.82 , pp. 339-350
    • De Jong, P.1    Shephard, N.2
  • 15
    • 0001244941 scopus 로고
    • Estimation of Finite Mixture Distributions by Bayesian Sampling
    • Series B
    • J.Diebolt,, C.P.Robert, (1994), Estimation of Finite Mixture Distributions by Bayesian Sampling, Journal of the Royal Statistical Society, Series B, 56, 363–365.
    • (1994) Journal of the Royal Statistical Society , vol.56 , pp. 363-365
    • Diebolt, J.1    Robert, C.P.2
  • 16
    • 0001270892 scopus 로고
    • Short-Term Interest Rates as Predictors of Inflation
    • E.F.Fama, (1975), Short-Term Interest Rates as Predictors of Inflation, American Economic Review, 63, 269–282.
    • (1975) American Economic Review , vol.63 , pp. 269-282
    • Fama, E.F.1
  • 19
    • 84940643524 scopus 로고
    • How Well Does the IS-LM Model Fit Postwar U.S. Data?
    • J.Gali, (1992), How Well Does the IS-LM Model Fit Postwar U.S. Data?, Quarterly Journal of Economics, 107, 709–738.
    • (1992) Quarterly Journal of Economics , vol.107 , pp. 709-738
    • Gali, J.1
  • 20
    • 0001175451 scopus 로고
    • Time Variation in the Relationship Between Inflation and Interest Rates
    • K.Garbade,, P.Wachtel, (1978), Time Variation in the Relationship Between Inflation and Interest Rates, Journal of Monetary Economics, 4, 755–765.
    • (1978) Journal of Monetary Economics , vol.4 , pp. 755-765
    • Garbade, K.1    Wachtel, P.2
  • 21
    • 0030525596 scopus 로고    scopus 로고
    • An Analysis of the Real Interest Rate Under Regime Shifts
    • R.Garcia,, P.Perron, (1996), An Analysis of the Real Interest Rate Under Regime Shifts, Review of Economics and Statistics, 78, 111–125.
    • (1996) Review of Economics and Statistics , vol.78 , pp. 111-125
    • Garcia, R.1    Perron, P.2
  • 22
    • 0001032163 scopus 로고
    • Evaluating the Accuracy of Sampling-Based Approaches to the Calculation of Posterior Moments
    • J.Geweke, (1992), Evaluating the Accuracy of Sampling-Based Approaches to the Calculation of Posterior Moments, Bayesian Statistics, 4, 169–193.
    • (1992) Bayesian Statistics , vol.4 , pp. 169-193
    • Geweke, J.1
  • 23
    • 0002517089 scopus 로고    scopus 로고
    • Introducing Markov Chain Monte Carlo
    • eds. W. R. Gilks and D. J. Spiegelhalter, US: Springer
    • W.R.Gilks,, S.Richardson,, and D.J.Spiegelhalter, (1996), “Introducing Markov Chain Monte Carlo,” in Markov Chain Monte Carlo in Practice, eds. W. R. Gilks and D. J. Spiegelhalter, US: Springer, pp. 1–19.
    • (1996) Markov Chain Monte Carlo in Practice , pp. 1-19
    • Gilks, W.R.1    Richardson, S.2    Spiegelhalter, D.J.3
  • 24
    • 0000909365 scopus 로고
    • Rational Expectations Econometric Analysis of Changes in Regimes: An Investigation of the Term Structure of Interest Rates
    • J.D.Hamilton, (1988), Rational Expectations Econometric Analysis of Changes in Regimes: An Investigation of the Term Structure of Interest Rates, Journal of Economic Dynamics and Control, 12, 385–432.
    • (1988) Journal of Economic Dynamics and Control , vol.12 , pp. 385-432
    • Hamilton, J.D.1
  • 25
    • 0001342006 scopus 로고
    • A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle
    • ——— (1989), A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle, Econometrica, 57, 357–384.
    • (1989) Econometrica , vol.57 , pp. 357-384
  • 28
    • 0002634803 scopus 로고
    • Dynamic Linear Models With Markov-Switching
    • C.-J.Kim, (1994), Dynamic Linear Models With Markov-Switching, Journal of Econometrics, 60, 1–22.
    • (1994) Journal of Econometrics , vol.60 , pp. 1-22
    • Kim, C.-J.1
  • 29
    • 0001251517 scopus 로고    scopus 로고
    • Stochastic Volatility: Likelihood Inference and Comparison With ARCH Models
    • S.Kim,, N.Shepard,, S.Chib, (1998), Stochastic Volatility: Likelihood Inference and Comparison With ARCH Models, Review of Economic Studies, 65, 361–393.
    • (1998) Review of Economic Studies , vol.65 , pp. 361-393
    • Kim, S.1    Shepard, N.2    Chib, S.3
  • 33
    • 0001789822 scopus 로고
    • Covariance Structure of the Gibbs Sampler With Applications to the Comparisons of Estimators and Augmentation Schemes
    • J.S.Liu,, W.H.Wong,, A.Kong, (1994), Covariance Structure of the Gibbs Sampler With Applications to the Comparisons of Estimators and Augmentation Schemes, Biometrika, 81, 27–40.
    • (1994) Biometrika , vol.81 , pp. 27-40
    • Liu, J.S.1    Wong, W.H.2    Kong, A.3
  • 35
    • 0000403447 scopus 로고
    • Is the Fisher Effect for Real? A Reexamination of the Relationship Between Inflation and Interest Rates
    • ——— (1992), Is the Fisher Effect for Real? A Reexamination of the Relationship Between Inflation and Interest Rates, Journal of Monetary Economics, 30, 195–215.
    • (1992) Journal of Monetary Economics , vol.30 , pp. 195-215
  • 36
    • 0347318519 scopus 로고    scopus 로고
    • Bayesian Analysis of ARMA-GARCH Models: A Markov Chain Sampling Approach
    • T.Nakatsuma, (2000), Bayesian Analysis of ARMA-GARCH Models: A Markov Chain Sampling Approach, Journal of Econometrics, 95, 57–69.
    • (2000) Journal of Econometrics , vol.95 , pp. 57-69
    • Nakatsuma, T.1
  • 38
    • 0001528203 scopus 로고
    • Short-Term Interest Rates as Predictors of Inflation: On Testing the Hypothesis That the Real Interest Rate is Constant
    • C.R.Nelson,, G.W.Schwert, (1977), Short-Term Interest Rates as Predictors of Inflation: On Testing the Hypothesis That the Real Interest Rate is Constant, American Economic Review, 67, 478–486.
    • (1977) American Economic Review , vol.67 , pp. 478-486
    • Nelson, C.R.1    Schwert, G.W.2
  • 39
    • 84948500109 scopus 로고
    • Testing for a Unit Root in a Time Series with a Changing Mean
    • P.Perron, (1990), Testing for a Unit Root in a Time Series with a Changing Mean, Journal of Business and Economic Statistics, 8, 153–162.
    • (1990) Journal of Business and Economic Statistics , vol.8 , pp. 153-162
    • Perron, P.1
  • 40
    • 9944266137 scopus 로고    scopus 로고
    • Are Real Interest Rates Really Nonstationary? New Evidence From Tests With Good Size and Power
    • D.E.Rapach,, C.E.Weber, (2004), Are Real Interest Rates Really Nonstationary? New Evidence From Tests With Good Size and Power, Journal of Macroeconomics, 26, 409–430.
    • (2004) Journal of Macroeconomics , vol.26 , pp. 409-430
    • Rapach, D.E.1    Weber, C.E.2
  • 41
    • 84977730667 scopus 로고
    • Is the Real Interest Rate Stable?
    • A.K.Rose, (1988), Is the Real Interest Rate Stable?, Journal of Finance, 43, 1095–1112.
    • (1988) Journal of Finance , vol.43 , pp. 1095-1112
    • Rose, A.K.1
  • 42
    • 0036489069 scopus 로고    scopus 로고
    • Bayesian Methods for Hidden Markov Models: Recursive Computing in the 21st Century
    • S.L.Scott, (2002), Bayesian Methods for Hidden Markov Models: Recursive Computing in the 21st Century, Journal of the American Statistical Association, 97, 337–351.
    • (2002) Journal of the American Statistical Association , vol.97 , pp. 337-351
    • Scott, S.L.1
  • 43
    • 0038853197 scopus 로고
    • Partial Non-Gaussian State Space
    • N.Shephard, (1994), Partial Non-Gaussian State Space, Biometrika, 81, 115–131.
    • (1994) Biometrika , vol.81 , pp. 115-131
    • Shephard, N.1


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