Un Modelo de Switching para el Crecimiento en Chile
This article presents a historical analysis of the Chilean monthly growth rate from 1987 to 2000, applying the Switching Regime methodology design by Hamilton (1989). Three scenarios were considered, which imply a number of parameters estimated using the expected maximization iterative procedure (EM). There is a characterization of the conditional density function for each state of the economy, defined by boom, sustainable growth, and finally, an economy in recession. The estimation procedure shows that the economy moved into a recession density function scenario when the Asian Flu was evident in 1998. Currently, we are in the sustainable rate of growth scenario, without inflationary risks. The analysis reveals that the actual monetary policy is correlated with the indications of the monetary policies proposed by the switching model. The mean growth in the three scenarios is 10%, 6%, and -0.1%, implying a potential non-accelerating inflationary rate of growth of around 6%. Based on the conditional probabilities generated from the model, an artificial monetary index is built, that will work as an early warning indicator to help avoid misalignments and signal potentially required future monetary movements.
|Date of creation:||Nov 2000|
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- Potter, Simon M, 1999.
" Nonlinear Time Series Modelling: An Introduction,"
Journal of Economic Surveys,
Wiley Blackwell, vol. 13(5), pages 505-528, December.
- Simon M. Potter, 1999. "Nonlinear time series modelling: an introduction," Staff Reports 87, Federal Reserve Bank of New York.
- Hamilton, James D., 1990. "Analysis of time series subject to changes in regime," Journal of Econometrics, Elsevier, vol. 45(1-2), pages 39-70.
- Rodrigo Valdés, 1998. "Efectos de la Política Monetaria en Chile," Latin American Journal of Economics-formerly Cuadernos de Economía, Instituto de Economía. Pontificia Universidad Católica de Chile., vol. 35(104), pages 97-125.
- Hamilton, James D, 1991. "A Quasi-Bayesian Approach to Estimating Parameters for Mixtures of Normal Distributions," Journal of Business & Economic Statistics, American Statistical Association, vol. 9(1), pages 27-39, January.
- 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 357-384, March.
- Chang-Jin Kim & Charles R. Nelson, 1999. "State-Space Models with Regime Switching: Classical and Gibbs-Sampling Approaches with Applications," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262112388. Full references (including those not matched with items on IDEAS)