Skip to main content

A MEM Analysis of African Financial Markets

  • Conference paper
  • First Online:
New Perspectives in Statistical Modeling and Data Analysis

Abstract

In the last few years, international institutions stressed the role of African financial markets to diversify investors’ risk. Focusing on the volatility of financial markets, this paper analyses the relationships between developed markets (US, UK and China) and some Sub-Saharian African (SSA) emerging markets (Kenya, Nigeria and South Africa) in the period 2004–2009 using a Multiplicative Error model (MEM). We model the dynamics of the volatility in one market including interactions from other markets, and we build a fully interdependent model. Results show that South Africa and China have a key role in all African markets, while the influence of the UK and the US is weaker. Developments in China turn out to be (fairly) independent of both UK and US markets. With the help of impulse-response functions, we show how recent turmoil hit African countries, increasing the fragility of their infant financial markets.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  • Bracker, K., Dockino, G., & Koch, P. (1999). Economic determinants of evolution in international stock market integration. Journal of Empirical Finance, 6, 1–27.

    Article  Google Scholar 

  • Cipollini, F., Engle, R. F., Gallo, G. M., & Velucchi, M. (2009, April 3). MEM based analysis of volatility in east Asia: Some lessons from financial crises. Paper presented at Volatilities and Correlations in Stressed Markets Conference, Stern School of Business, New York University, New York.

    Google Scholar 

  • Engle, R. F. (2002). New frontiers for ARCH models. Journal of Applied Econometrics, 17, 425–446.

    Article  Google Scholar 

  • Engle, R. F., Gallo, G. M., & Velucchi, M. (2008). A MEM-based analysis of volatility spillovers in east Asian financial markets. Working Papers Series Dipartimento di Statistica “G. Parenti”, wp2008–09, Università di Firenze.

    Google Scholar 

  • Errunza, V., & Losq, E. (1985). International asset pricing under mild segmentation: Theory and test. Journal of Finance, 40, 105–124.

    Article  Google Scholar 

  • Irving, J. (2005). Regional integration of stock exchanges in eastern and southern Africa: Progress and prospects. IMF Working paper WP/05/122.

    Google Scholar 

  • Kim, J., & Singal, V. (2000). Stock market openings: Experience of emerging economies. Journal of Business, 73, 25–66.

    Article  Google Scholar 

  • Yartey, C. A. (2008). The determinants of stock market development in emerging economies: Is South Africa any different? IMF Working Paper WP/08/32.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Giorgia Giovannetti .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2011 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Giovannetti, G., Velucchi, M. (2011). A MEM Analysis of African Financial Markets. In: Ingrassia, S., Rocci, R., Vichi, M. (eds) New Perspectives in Statistical Modeling and Data Analysis. Studies in Classification, Data Analysis, and Knowledge Organization. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-11363-5_36

Download citation

Publish with us

Policies and ethics