Bonga-Bonga, Lumengo and Simo-Kengne, Beatrice Desiree (2017): Inflation and output growth dynamics in South Africa: Evidence from the Markov switching vector auto-regression model.
Preview |
PDF
MPRA_paper_77286.pdf Download (481kB) | Preview |
Abstract
This paper introduces the possibility of asymmetry in the relationship between output growth and inflation in South Africa based on signal extraction model. The Markov-switching vector autoregression is used to this end. The results of the empirical analysis show that, consistent with the attenuation principle, the response of output growth to inflation shocks is asymmetric and depends on inflation volatility regimes and the magnitude of the monetary policy reaction to inflation shocks.
Item Type: | MPRA Paper |
---|---|
Original Title: | Inflation and output growth dynamics in South Africa: Evidence from the Markov switching vector auto-regression model |
English Title: | Inflation and output growth dynamics in South Africa: Evidence from the Markov switching vector auto-regression model |
Language: | English |
Keywords: | Inflation, Economic Growth, Non-Linearity, MSVAR |
Subjects: | C - Mathematical and Quantitative Methods > C2 - Single Equation Models ; Single Variables > C23 - Panel Data Models ; Spatio-temporal Models E - Macroeconomics and Monetary Economics > E3 - Prices, Business Fluctuations, and Cycles > E31 - Price Level ; Inflation ; Deflation |
Item ID: | 77286 |
Depositing User: | Prof Lumengo Bonga-Bonga |
Date Deposited: | 04 Mar 2017 14:21 |
Last Modified: | 28 Sep 2019 14:29 |
References: | Amusa, K., Gupta, R., Karolia, S. and Simo-Kengne, B.D. (2013). The long-run impact of inflation in South Africa. Journal of Policy Modeling, 35: 798-812. Bai J., Perron P. (1998), Estimating and Testing Linear Models With Multiple Structural Changes, Econometrica, 66, 47-78. Bai J., Perron P. (2003), Computation and Analysis of Multiple Structural Change Models, Journal of Applied Econometrics, 18, 1-22. Ball, Laurence, N. Gregory Mankiw, and David Romer. (1988) “The New Keynesian Economics and the Output–Inflation Trade-Off.” Brookings Papers on Economic Activity, 1, 1–82. Brainard (1967), “Uncertainty and the effectiveness of policy”, American Economic Review Papers and Proceedings, Vol.57, pp. 411-425. Burdekin, R., Denzau, A., Keil, M., Sitthiyot, T., Willett, T. (2004). When does inflation hurt economic growth? Different nonlinearities for different economies. Journal of Macroeconomics, 26: 519–532. Burger, P and Manrikov, M. (2006). The South Afican Phillips curve: how applicable is the Gordon model? South African Journal of Economics, 74(2): 172-189. Dotsey, Michael, Robert G. King, and Alexander L. Wolman. (1999) “State-Dependent Pricing and the General Equilibrium Dynamics of Money and Output.” Quarterly Journal of Economics, 114, 655–90. Dupasquier, Chantal and Nicholas Ricket(1998), “Nonlinearities in the Output-inflation relationship: Some empirical results for Canada”, Bank of Canada working paper 98-14. Ehrmann, M., Ellison, M. and Valla, N. (2003). Regime-dependent impulse response functions in a Markov-switching vector autoregression model. Economics Letters, 78:295-299. Fillion, J.F. and Léonard, A. (1997), “La courbe de Phillips au Cananda: un examen de quelques hypotheses”, Bank of Cananda working paper no. 97-3. Ghosh, A., Phillips, S. (1998). Warning: inflation may be harmful to your growth. IMF Staff Papers 45, 672–710. Golfeld, S.M. and Quandt, R.E. (1973). A Markov model for switching regressions. Journal of Econometrics, 1:3-16. Hamilton, J. D. (1989). “A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle,” Econometrica, 57, 357–384. Harris, M., Gillman, M., Mátyás, L. (2001). The negative inflation-growth effect: theory and evidence. Melbourne Institute Working Paper Series, 12. Krolzig, H.M. (1997). Markov switching vector autoregressions: modelling, statistical inference and application to business cycle analysis. Lecture Notes in Economics and Mathematical Systems. No. 454, Berlin: Springer-Verlag. Krolzig, H.M. (1998). Econometric modelling of Markov-Switching vector autoregressions using MSVAR for OX, Department of Economics, University of Oxford. Lopez-Villavicencio, A. and Mignon, V. (2011). On the impact of inflation on output growth: Does the level of inflation matters? Journal of Macroeconomics, 33: 455-464. Lucas, R. (1973), “ Some international evidence on output-inflation trade-offs”, American Economic Review, vol. 63, No. 3, pp.326-334. Naraidoo, Ruthira & Raputsoane, Leroi, 2011. "Optimal monetary policy reaction function in a model with target zones and asymmetric preferences for South Africa,"Economic Modelling, Elsevier, vol. 28(1-2), pages 251-258. Narayan, S. and Narayan, P.K. (2013). The inflation-output nexus: Empirical evidence from India, South Africa and Brazil. Research in International Business and Finance, 28: 19-34. Nell, k. (2006). Structural change and nonlinearity in a Phillips curve model for South Africa. Contemporary Economic Policy, 24(4): 600-617. Orphanides, A., and David W. Wilcox (2002). The opportunistic approach to disinflation. International Finance 5: 47-71. Phillips, A.W.(1958), “ the relationship between Unemployment and the rate of change in money wages in the United Kingdom, 1861-1957”, Economica, Vol.25, pp.283-299. Simo-Kengne, B.D., Balcilar, M., Gupta, R., Aye, G.C. and Reid, M. (2013). Is the relationship between monetary policy and house prices asymmetric across bull and bear markets in South Africa? Evidence from a Markov-Switching Vector Autoregressive model. Economic Modelling, 32(1):161-171. Wieland, Voler (2000). Monetary policy, parameter uncertainty, and optimal learning. Journal of Monetary Economics 46: 199-228. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/77286 |