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Stock Price Dynamics and the Business Cycle in an Estimated DSGE Model for South Africa

Author

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  • Michael Paetz

    (Department of Economics, University of Hamburg)

  • Rangan Gupta

    (Department of Economics, University of Pretoria)

Abstract

This paper develops and estimates an open economy dynamic stochastic general equilibrium model of South Africa. We devote special attention to the impact of stock price wealth effects on output and the interest rate. For this reason we adopt a perpetual youth approach, which allows for a limited decision horizon. We estimate the model using Bayesian techniques and find that (i) about 9 percent of the volatility in production can be explained by financial shocks, and (ii) the SARB does not and should not react on stock price disturbances. Moreover, stock prices seem to be unaffected by shocks from the real economy.

Suggested Citation

  • Michael Paetz & Rangan Gupta, 2014. "Stock Price Dynamics and the Business Cycle in an Estimated DSGE Model for South Africa," Working Papers 201441, University of Pretoria, Department of Economics.
  • Handle: RePEc:pre:wpaper:201441
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    1. Christophe Andre & Rangan Gupta & Patrick T. Kanda, 2012. "Do House Prices Impact Consumption and Interest Rate? Evidence from OECD Countries using an Agnostic Identification Procedure," Applied Economics Quarterly (formerly: Konjunkturpolitik), Duncker & Humblot, Berlin, vol. 58(1), pages 19-70.
    2. Sungbae An & Frank Schorfheide, 2007. "Bayesian Analysis of DSGE Models—Rejoinder," Econometric Reviews, Taylor & Francis Journals, vol. 26(2-4), pages 211-219.
    3. Nicholas Apergis & Beatrice Simo-Kengne & Rangan Gupta, 2014. "The Long-Run Relationship Between Consumption, House Prices, and Stock Prices in South Africa: Evidence from Provincial-level Data," Journal of Real Estate Literature, Taylor & Francis Journals, vol. 22(1), pages 83-99, January.
    4. Sonali Das & Rangan Gupta & Patrick T Kanda, 2010. "Bubbles in South African House Prices and their Impact on Consumption," Working Papers 201017, University of Pretoria, Department of Economics.
    5. Daria Finocchiaro & Virginia Queijo Von Heideken, 2013. "Do Central Banks React to House Prices?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(8), pages 1659-1683, December.
    6. Castelnuovo, Efrem & Nisticò, Salvatore, 2010. "Stock market conditions and monetary policy in a DSGE model for the U.S," Journal of Economic Dynamics and Control, Elsevier, vol. 34(9), pages 1700-1731, September.
    7. Dixit, Avinash K & Stiglitz, Joseph E, 1977. "Monopolistic Competition and Optimum Product Diversity," American Economic Review, American Economic Association, vol. 67(3), pages 297-308, June.
    8. Balcilar, Mehmet & Thompson, Kirsten & Gupta, Rangan & van Eyden, Reneé, 2016. "Testing the asymmetric effects of financial conditions in South Africa: A nonlinear vector autoregression approach," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 43(C), pages 30-43.
    9. Moolman, Elna, 2004. "A Markov switching regime model of the South African business cycle," Economic Modelling, Elsevier, vol. 21(4), pages 631-646, July.
    10. Sungbae An & Frank Schorfheide, 2007. "Bayesian Analysis of DSGE Models," Econometric Reviews, Taylor & Francis Journals, vol. 26(2-4), pages 113-172.
    11. Nisticò, Salvatore, 2012. "Monetary policy and stock-price dynamics in a DSGE framework," Journal of Macroeconomics, Elsevier, vol. 34(1), pages 126-146.
    12. Goodness C. Aye & Rangan Gupta & Mampho P. Modise, 2015. "Do Stock Prices Impact Consumption and Interest Rate in South Africa? Evidence from a Time-varying Vector Autoregressive Model," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 14(2), pages 176-196, August.
    13. Funke, Michael & Paetz, Michael & Pytlarczyk, Ernest, 2011. "Stock market wealth effects in an estimated DSGE model for Hong Kong," Economic Modelling, Elsevier, vol. 28(1-2), pages 316-334, January.
    14. Calvo, Guillermo A., 1983. "Staggered prices in a utility-maximizing framework," Journal of Monetary Economics, Elsevier, vol. 12(3), pages 383-398, September.
    15. Elna Moolman & Johannes Jordaan, 2005. "Can Leading Business Cycle Indicators Predict The Direction Of The South African Commercial Share Price Index?," South African Journal of Economics, Economic Society of South Africa, vol. 73(1), pages 68-78, March.
    16. Jianjun Miao & Pengfei Wang & Zhiwei Xu, 2015. "A Bayesian dynamic stochastic general equilibrium model of stock market bubbles and business cycles," Quantitative Economics, Econometric Society, vol. 6(3), pages 599-635, November.
    17. Frank Smets & Rafael Wouters, 2007. "Shocks and Frictions in US Business Cycles: A Bayesian DSGE Approach," American Economic Review, American Economic Association, vol. 97(3), pages 586-606, June.
    18. Gupta, Rangan & Steinbach, Rudi, 2013. "A DSGE-VAR model for forecasting key South African macroeconomic variables," Economic Modelling, Elsevier, vol. 33(C), pages 19-33.
    19. Darracq Pariès, Matthieu & Notarpietro, Alessandro, 2008. "Monetary policy and housing prices in an estimated DSGE for the US and the euro area," Working Paper Series 972, European Central Bank.
    20. Mr Steinbach & Pt Mathuloe & Bw Smit, 2009. "An Open Economy New Keynesian Dsge Model Of The South African Economy," South African Journal of Economics, Economic Society of South Africa, vol. 77(2), pages 207-227, June.
    21. Jordi Galí & Tommaso Monacelli, 2005. "Monetary Policy and Exchange Rate Volatility in a Small Open Economy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(3), pages 707-734.
    22. Sami Alpanda & Kevin Kotzé & Geoffrey Woglom, 2010. "The Role Of The Exchange Rate In A New Keynesian Dsge Model For The South African Economy," South African Journal of Economics, Economic Society of South Africa, vol. 78(2), pages 170-191, June.
    23. Geoffrey Woglom & Kevin Kotze & Sami Alpanda, 2010. "Should Central Banks of Small Open Economies Respond to Exchange Rate Fluctuations: The Case of South Africa," Working Papers 174, Economic Research Southern Africa.
    24. repec:zbw:bofrdp:2010_011 is not listed on IDEAS
    25. Goodness C. Aye & Rangan Gupta & Alain Kaninda & Wendy Nyakabawo & Aarifah Razak, 2013. "House Price, Stock Price and Consumption in South Africa: A Structural VAR Approach," Working Papers 201309, University of Pretoria, Department of Economics.
    26. Sami Alpanda & Kevin Kotzé & Geoffrey Woglom, 2011. "Forecasting Performance Of An Estimated Dsge Model For The South African Economy," South African Journal of Economics, Economic Society of South Africa, vol. 79(1), pages 50-67, March.
    27. Blanchard, Olivier J, 1985. "Debt, Deficits, and Finite Horizons," Journal of Political Economy, University of Chicago Press, vol. 93(2), pages 223-247, April.
    28. Janine Aron & John Muellbauer, 2013. "Wealth, Credit Conditions, and Consumption: Evidence from South Africa," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 59, pages 161-196, October.
    29. Erasmus L. Owusu & Nicholas M. Odhiambo, 2014. "Stock market development and economic growth in Ghana: an ARDL-bounds testing approach," Applied Economics Letters, Taylor & Francis Journals, vol. 21(4), pages 229-234, March.
    30. Lucas, Robert Jr, 1976. "Econometric policy evaluation: A critique," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 1(1), pages 19-46, January.
    31. Ravn, Søren Hove, 2014. "Asymmetric monetary policy towards the stock market: A DSGE approach," Journal of Macroeconomics, Elsevier, vol. 39(PA), pages 24-41.
    32. Blinder, Alan S. & Solow, Robert M., 1973. "Does fiscal policy matter?," Journal of Public Economics, Elsevier, vol. 2(4), pages 319-337.
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    Cited by:

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    3. Shi, Guangping & Liu, Xiaoxing, 2020. "Stock price fluctuation and the business cycle in the BRICS countries: A nonparametric quantiles causality approach," Finance Research Letters, Elsevier, vol. 33(C).
    4. Omotosho, Babatunde S., 2019. "Business Cycle Fluctuations in Nigeria: Some Insights from an Estimated DSGE Model," MPRA Paper 98351, University Library of Munich, Germany.

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    More about this item

    Keywords

    DSGE models; wealth effects; open economy; South Africa;
    All these keywords.

    JEL classification:

    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • F41 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Open Economy Macroeconomics

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