A Markov-switching Model of Inflation in Australia
This paper applies the methodology of Markov-switching models to describe the inflation process in Australia in the period since the early 1960s. In contrast to conventional modelling, the approach makes explicit allowance for the possibility of structural change: inflation is modelled within a framework that allows endogenous switching between simple inflation equations. The approach may be relevant to understanding shifts in inflation expectations if the public also uses relatively simple forecasting rules in formulating expectations. The results suggest that inflation is reasonably well represented by relatively simple functions of past inflation and an output gap term, with major regime changes occurring in the early 1970s and early 1990s.
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- Hamilton, James D., 1990. "Analysis of time series subject to changes in regime," Journal of Econometrics, Elsevier, vol. 45(1-2), pages 39-70.
- Martin Evans & Paul Wachtel, 1993. "Inflation regimes and the sources of inflation uncertainty," Proceedings, Federal Reserve Bank of Cleveland, pages 475-520.
- Ball, Laurence, 1992.
"Why does high inflation raise inflation uncertainty?,"
Journal of Monetary Economics,
Elsevier, vol. 29(3), pages 371-388, June.
- Laurence Ball, 1990. "Why Does High Inflation Raise Inflation Uncertainty?," NBER Working Papers 3224, National Bureau of Economic Research, Inc.
- Taylor, John B., 1981. "On the relation between the variability of inflation and the average inflation rate," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 15(1), pages 57-85, January.
- Perron, P., 1989.
"Testing For A Unit Root In A Time Series With A Changing Mean,"
347, Princeton, Department of Economics - Econometric Research Program.
- Perron, Pierre, 1990. "Testing for a Unit Root in a Time Series with a Changing Mean," Journal of Business & Economic Statistics, American Statistical Association, vol. 8(2), pages 153-62, April.
- Hansen, Bruce E, 1992. "The Likelihood Ratio Test under Nonstandard Conditions: Testing the Markov Switching Model of GNP," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 7(S), pages S61-82, Suppl. De.
- de Brouwer, Gordon & Ericsson, Neil R, 1998.
"Modeling Inflation in Australia,"
Journal of Business & Economic Statistics,
American Statistical Association, vol. 16(4), pages 433-49, October.
- Gordon de Brouwer & Neil R. Ericsson, 1995. "Modelling Inflation in Australia," RBA Research Discussion Papers rdp9510, Reserve Bank of Australia.
- Gordon de Brouwer & Neil R. Ericsson, 1995. "Modelling inflation in Australia," International Finance Discussion Papers 530, Board of Governors of the Federal Reserve System (U.S.).
- Hamilton, James D. & Susmel, Raul, 1994.
"Autoregressive conditional heteroskedasticity and changes in regime,"
Journal of Econometrics,
Elsevier, vol. 64(1-2), pages 307-333.
- Tom Doan, . "RATS programs to estimate Hamilton-Susmel Markov Switching ARCH model," Statistical Software Components RTZ00083, Boston College Department of Economics.
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