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Are Determinants of Portfolio Flows Always the Same? - South African Results from a Time Varying Parameter Var Model

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  • Haakon Kavli
  • Nicola Viegi

Abstract

The literature on determinants of cross-border capital flows has consistently assumed the determinants of such flows to be constant throughout the sample. This paper investigates this notion by estimating the time varying relationship between portfolio flows to South Africa and two widely accepted determinants of such flows: the sovereign spread and global risk (measured by the CBOE Volatility Index, henceforth VIX). The results show that the time variation is highly significant and a constant parameter model will give biased estimates of the effects of risk on capital flows. The paper also gives important insights to South African policy makers and financial practitioners: Bond flows (non-resident purchases of South African bonds) have become more sensitive to the VIX after 2010. Share flows were particularly sensitive at the peak of the 2008 global financial crisis, but have at other times not responded in a statistically significant manner to changes in global risk. The relationships are estimated using a time varying parameter vector autoregressive (TVP VAR) model with stochastic volatility
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  • Haakon Kavli & Nicola Viegi, 2017. "Are Determinants of Portfolio Flows Always the Same? - South African Results from a Time Varying Parameter Var Model," South African Journal of Economics, Economic Society of South Africa, vol. 85(1), pages 3-27, March.
    • Handle: RePEc:bla:sajeco:v:85:y:2017:i:1:p:3-27
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    1. Guillermo A. Calvo & Leonardo Leiderman & Carmen M. Reinhart, 1996. "Inflows of Capital to Developing Countries in the 1990s," Journal of Economic Perspectives, American Economic Association, vol. 10(2), pages 123-139, Spring.
    2. Philip R. Lane & Peter McQuade, 2014. "Domestic Credit Growth and International Capital Flows," Scandinavian Journal of Economics, Wiley Blackwell, vol. 116(1), pages 218-252, January.
    3. Chuhan, Punam & Claessens, Stijn & Mamingi, Nlandu, 1998. "Equity and bond flows to Latin America and Asia: the role of global and country factors," Journal of Development Economics, Elsevier, vol. 55(2), pages 439-463, April.
    4. Lane, Philip R. & Shambaugh, Jay C., 2010. "The long or short of it: Determinants of foreign currency exposure in external balance sheets," Journal of International Economics, Elsevier, vol. 80(1), pages 33-44, January.
    5. Mr. Akito Matsumoto & Mr. Charles Engel, 2005. "Portfolio Choice in a Monetary Open-Economy DSGE Model," IMF Working Papers 2005/165, International Monetary Fund.
    6. Fabio Canova & Matteo Ciccarelli, 2009. "Estimating Multicountry Var Models," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 50(3), pages 929-959, August.
    7. Borio, Claudio & Zhu, Haibin, 2012. "Capital regulation, risk-taking and monetary policy: A missing link in the transmission mechanism?," Journal of Financial Stability, Elsevier, vol. 8(4), pages 236-251.
    8. Ostry, Jonathan D., 2012. "Managing Capital Flows: What Tools to Use?," Asian Development Review, Asian Development Bank, vol. 29(1), pages 83-89.
    9. Bruno, Valentina & Shin, Hyun Song, 2015. "Capital flows and the risk-taking channel of monetary policy," Journal of Monetary Economics, Elsevier, vol. 71(C), pages 119-132.
    10. Pierre-Olivier Gourinchas & Hélène Rey, 2007. "International Financial Adjustment," Journal of Political Economy, University of Chicago Press, vol. 115(4), pages 665-703, August.
    11. Jon Danielsson & Hyun Song Shin & Jean-Pierre Zigrand, 2011. "Balance Sheet Capacity and Endogenous Risk," FMG Discussion Papers dp665, Financial Markets Group.
    12. Barry Eichengreen, 2009. "The financial crisis and global policy reforms," Proceedings, Federal Reserve Bank of San Francisco, issue Oct, pages 299-334.
    13. Hyun Song Shin & Emanuel Moench & Tobias Adrian, 2010. "Financial Intermediation, Asset Prices, and Macroeconomic Dynamics," 2010 Meeting Papers 297, Society for Economic Dynamics.
    14. Coeurdacier, Nicolas & Gourinchas, Pierre-Olivier, 2016. "When bonds matter: Home bias in goods and assets," Journal of Monetary Economics, Elsevier, vol. 82(C), pages 119-137.
    15. Maurice Obstfeld & Kenneth S. Rogoff, 2005. "Global Current Account Imbalances and Exchange Rate Adjustments," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 36(1), pages 67-146.
    16. Fratzscher, Marcel, 2012. "Capital flows, push versus pull factors and the global financial crisis," Journal of International Economics, Elsevier, vol. 88(2), pages 341-356.
    17. Taylor, John B., 2013. "International monetary coordination and the great deviation," Journal of Policy Modeling, Elsevier, vol. 35(3), pages 463-472.
    18. Koop, Gary & Korobilis, Dimitris, 2010. "Bayesian Multivariate Time Series Methods for Empirical Macroeconomics," Foundations and Trends(R) in Econometrics, now publishers, vol. 3(4), pages 267-358, July.
    19. Brunnermeier, Markus K. & Oehmke, Martin, 2013. "Bubbles, Financial Crises, and Systemic Risk," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 1221-1288, Elsevier.
    20. Lo Duca, Marco, 2012. "Modelling the time varying determinants of portfolio flows to emerging markets," Working Paper Series 1468, European Central Bank.
    21. Canova, Fabio, 1993. "Modelling and forecasting exchange rates with a Bayesian time-varying coefficient model," Journal of Economic Dynamics and Control, Elsevier, vol. 17(1-2), pages 233-261.
    22. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    23. Tobias Adrian & Hyun Song Shin, 2009. "Money, Liquidity, and Monetary Policy," American Economic Review, American Economic Association, vol. 99(2), pages 600-605, May.
    24. Chayawadee Chai-Anant & Corinna Ho, 2008. "Understanding Asian equity flows, market returns and exchange rates," BIS Working Papers 245, Bank for International Settlements.
    25. Òscar Jordà & Moritz Schularick & Alan M Taylor, 2011. "Financial Crises, Credit Booms, and External Imbalances: 140 Years of Lessons," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 59(2), pages 340-378, June.
    26. Martin Brown & Steven Ongena & Pinar Yeşin, 2014. "Information Asymmetry and Foreign Currency Borrowing by Small Firms," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 56(1), pages 110-131, March.
    27. Timothy Cogley & Thomas J. Sargent, 2005. "Drift and Volatilities: Monetary Policies and Outcomes in the Post WWII U.S," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 8(2), pages 262-302, April.
    28. French, Kenneth R & Poterba, James M, 1991. "Investor Diversification and International Equity Markets," American Economic Review, American Economic Association, vol. 81(2), pages 222-226, May.
    29. McCauley, Robert, 2013. "Risk-On/Risk-Off, Capital Flows, Leverage and Safe Assets," Journal of Financial Perspectives, EY Global FS Institute, vol. 1(2), pages 145-154.
    30. Markus K. Brunnermeier, 2009. "Deciphering the Liquidity and Credit Crunch 2007-2008," Journal of Economic Perspectives, American Economic Association, vol. 23(1), pages 77-100, Winter.
    31. Enrique G. Mendoza, 2010. "Sudden Stops, Financial Crises, and Leverage," American Economic Review, American Economic Association, vol. 100(5), pages 1941-1966, December.
    32. Joseph J. French, 2011. "The Dynamic Interaction Between Foreign Equity Flows And Returns: Evidence From The Johannesburg Stock Exchange," The International Journal of Business and Finance Research, The Institute for Business and Finance Research, vol. 5(4), pages 45-56.
    33. Martin Brown & Ralph De Haas, 2012. "Foreign banks and foreign currency lending in emerging Europe [Capital structure and financial risk: evidence from foreign debt use in East Asia]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 27(69), pages 57-98.
    34. Brown, Martin & Ongena, Steven & Yesin, Pinar, 2011. "Foreign currency borrowing by small firms in the transition economies," Journal of Financial Intermediation, Elsevier, vol. 20(3), pages 285-302, July.
    35. Forbes, Kristin J. & Warnock, Francis E., 2012. "Capital flow waves: Surges, stops, flight, and retrenchment," Journal of International Economics, Elsevier, vol. 88(2), pages 235-251.
    36. Adrian, Tobias & Shin, Hyun Song, 2010. "Liquidity and leverage," Journal of Financial Intermediation, Elsevier, vol. 19(3), pages 418-437, July.
    37. Taylor, Mark P & Sarno, Lucio, 1997. "Capital Flows to Developing Countries: Long- and Short-Term Determinants," The World Bank Economic Review, World Bank, vol. 11(3), pages 451-470, September.
    38. repec:pri:cepsud:237b%20shin is not listed on IDEAS
    39. Robert Kollmann, 2006. "A Dynamic Equilibrium Model of International Portfolio Holdings: Comment," Econometrica, Econometric Society, vol. 74(1), pages 269-273, January.
    40. Guillermo A. Calvo, 1998. "CAPITAL FLOWS AND CAPITAL-MARKET CRISES: The Simple Economics of Sudden Stops," Journal of Applied Economics, Taylor & Francis Journals, vol. 1(1), pages 35-54, November.
    41. Kristin J. Forbes & Roberto Rigobon, 2002. "No Contagion, Only Interdependence: Measuring Stock Market Comovements," Journal of Finance, American Finance Association, vol. 57(5), pages 2223-2261, October.
    42. Herrero, Alicia Garcia & Martinez Peria, Maria Soledad, 2007. "The mix of international banks' foreign claims: Determinants and implications," Journal of Banking & Finance, Elsevier, vol. 31(6), pages 1613-1631, June.
    43. Harald Hau & Hélène Rey, 2006. "Exchange Rates, Equity Prices, and Capital Flows," The Review of Financial Studies, Society for Financial Studies, vol. 19(1), pages 273-317.
    44. Koop, Gary & Leon-Gonzalez, Roberto & Strachan, Rodney W., 2009. "On the evolution of the monetary policy transmission mechanism," Journal of Economic Dynamics and Control, Elsevier, vol. 33(4), pages 997-1017, April.
    45. Guillermo Calvo, 2013. "Puzzling over the Anatomy of Crises: Liquidity and the Veil of Finance," IMES Discussion Paper Series 13-E-09, Institute for Monetary and Economic Studies, Bank of Japan.
    46. Obstfeld, Maurice, 2012. "Financial flows, financial crises, and global imbalances," Journal of International Money and Finance, Elsevier, vol. 31(3), pages 469-480.
    47. Stock, James H & Watson, Mark W, 1996. "Evidence on Structural Instability in Macroeconomic Time Series Relations," Journal of Business & Economic Statistics, American Statistical Association, vol. 14(1), pages 11-30, January.
    48. repec:pri:metric:wp047_2012_brunnermeier_ssrn-id2103814.pdf is not listed on IDEAS
    49. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
    50. Lane, Philip & Milesi-Ferretti, Gian Maria, "undated". "External Wealth of Nations," Instructional Stata datasets for econometrics extwealth, Boston College Department of Economics.
    51. Giorgio E. Primiceri, 2005. "Time Varying Structural Vector Autoregressions and Monetary Policy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(3), pages 821-852.
    52. Robert Kollmann, 2006. "A dynamic general equilibrium model of international portfolio holding: comment," ULB Institutional Repository 2013/7622, ULB -- Universite Libre de Bruxelles.
    53. Claudio Borio & Piti Disyatat, 2011. "Global imbalances and the financial crisis: Link or no link?," BIS Working Papers 346, Bank for International Settlements.
    54. Guillermo A. Calvo, 2013. "The Mayekawa Lecture: Puzzling over the Anatomy of Crises- Liquidity and the Veil of Finance," Monetary and Economic Studies, Institute for Monetary and Economic Studies, Bank of Japan, vol. 31, pages 39-64, November.
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    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • F3 - International Economics - - International Finance
    • F32 - International Economics - - International Finance - - - Current Account Adjustment; Short-term Capital Movements

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