IDEAS home Printed from https://ideas.repec.org/a/taf/apfiec/v11y2001i6p581-589.html

Forecasting capital flows to emerging markets: a Kalman filtering approach

Author

Listed:
  • Ashoka Mody
  • Mark Taylor
  • Jung Yeon Kim

Abstract

This article provides capital flow forecasts to 32 developing countries using an unobserved components model and maximum likelihood Kalman filtering estimation. Permanent and temporary components of capital flows of bond, equity and syndicated loans are separated out to the countries concerned. Based on these models, and using monthly data up to December 2000, forecasts of various capital flows are presented for the period January 2001 to December 2003. The results of the time series based forecasts are then compared to those obtained using a fundamentals-based approach.

Suggested Citation

  • Ashoka Mody & Mark Taylor & Jung Yeon Kim, 2001. "Forecasting capital flows to emerging markets: a Kalman filtering approach," Applied Financial Economics, Taylor & Francis Journals, vol. 11(6), pages 581-589.
    • Handle: RePEc:taf:apfiec:v:11:y:2001:i:6:p:581-589
    DOI: 10.1080/09603100110076321
    as

    Download full text from publisher

    File URL: http://www.tandfonline.com/doi/abs/10.1080/09603100110076321
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1080/09603100110076321?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Mody, Ashoka & Taylor, Mark P & Kim, Jung Yeon, 2001. "Modelling Fundamentals for Forecasting Capital Flows to Emerging Markets," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 6(3), pages 201-216, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Giulio Cifarelli & Giovanna Paladino, 2009. "The Buffer Stock Model Redux? An Analysis of the Dynamics of Foreign Reserve Accumulation," Open Economies Review, Springer, vol. 20(4), pages 525-543, September.
    2. Lai, Jennifer /J.T., 2008. "Capital flow to China and the issue of hot money: an empirical investigation," MPRA Paper 32539, University Library of Munich, Germany, revised Sep 2009.
    3. Giulio Cifarelli & Giovanna Paladino, 2008. "Reserve overstocking in a highly integrated world. New evidence from Asia and Latin America," The European Journal of Finance, Taylor & Francis Journals, vol. 14(4), pages 315-336.
    4. Sur, Abhisek & Ray, Partha & Nandy, Amarendu, 2019. "India’s external commercial borrowing: Pulled by domestic fundamentals or pushed by global conditions?," Journal of Asian Economics, Elsevier, vol. 61(C), pages 65-77.
    5. Ashoka Mody & Mark P. Taylor, 2013. "International capital crunches: the time-varying role of informational asymmetries," Applied Economics, Taylor & Francis Journals, vol. 45(20), pages 2961-2973, July.
    6. Fredy Gamboa‐Estrada, 2020. "The Determinants Of Private Capital Flows In Emerging Economies: The Role Of The Fed'S Unconventional Monetary Policy," Contemporary Economic Policy, Western Economic Association International, vol. 38(4), pages 694-710, October.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Valpy FitzGerald & Derya Krolzig, 2004. "Modelling the demand for emerging market assets," Money Macro and Finance (MMF) Research Group Conference 2003 29, Money Macro and Finance Research Group.
    2. Tidiane KINDA, 2010. "Increasing Private Capital Flows To Developing Countries: The Role Of Physical And Financial Infrastructure In 58 Countries, 1970-2003," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 10(2).
    3. Hardik A. Marfatia, 2016. "The Role of Push and Pull Factors in Driving Global Capital Flows," Applied Economics Quarterly (formerly: Konjunkturpolitik), Duncker & Humblot GmbH, Berlin, vol. 62(2), pages 117-146.
    4. Valpy FitzGerald & Derya Krolzig, 2003. "Modeling the Demand for Emerging Market Assets," OFRC Working Papers Series 2003fe10, Oxford Financial Research Centre.
    5. Tomislav Globan, 2015. "Financial integration, push factors and volatility of capital flows: evidence from EU new member states," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 42(3), pages 643-672, August.
    6. Zeyyad Mandalinci & Haroon Mumtaz, 2019. "Global Economic Divergence and Portfolio Capital Flows to Emerging Markets," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 51(6), pages 1713-1730, September.
    7. Tricia Mangal & Day-Yang Liu, 2020. "The impact of economic freedom on foreign portfolio investments: The case of the Caricom single market and economy," International Journal of Research in Business and Social Science (2147-4478), Center for the Strategic Studies in Business and Finance, vol. 9(2), pages 213-222, March.
    8. Kumar, Virender & Dua, Pami, 2024. "What explains foreign portfolio investment inflows to BRICS countries?," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 32-46.
    9. Fiess, Norbert, 2003. "Capital flows, country risk, and contagion," Policy Research Working Paper Series 2943, The World Bank.
    10. Giulio Cifarelli & Giovanna Paladino, 2008. "Reserve overstocking in a highly integrated world. New evidence from Asia and Latin America," The European Journal of Finance, Taylor & Francis Journals, vol. 14(4), pages 315-336.
    11. Ali Askin Culha, 2006. "A Structural VAR Analysis of the Determinants of Capital Flows Into Turkey," Working Papers 0605, Research and Monetary Policy Department, Central Bank of the Republic of Turkey.
    12. Marcin Humanicki & Robert Kelm & Krzysztof Olszewski, 2013. "Foreign Direct Investment and Foreign Portfolio Investment in the contemporary globalized world: should they be still treated separately?," NBP Working Papers 167, Narodowy Bank Polski.
    13. Michael Frenkel & Lukas Menkhoff, 2004. "Are Foreign Institutional Investors Good for Emerging Markets?," The World Economy, Wiley Blackwell, vol. 27(8), pages 1275-1293, August.
    14. Guillermo Felices & Bjorn-Erik Orskaug, 2008. "Estimating the determinants of capital flows to emerging market economies: a maximum likelihood disequilibrium approach," Bank of England working papers 354, Bank of England.
    15. Monica Singhania & Neha Saini, 2018. "Determinants of FPI in Developed and Developing Countries," Global Business Review, International Management Institute, vol. 19(1), pages 187-213, February.
    16. Santosh Kumar & Tavishi & Raju G & Ashish Khatua, 2012. "Behavioral Modeling Of Foreign Institutional Investor’S In Indian Equity Market," Global Journal of Business Research, The Institute for Business and Finance Research, vol. 6(1), pages 1-8.
    17. Marcin Humanicki & Robert Kelm & Krzysztof Olszewski, 2017. "Foreign Direct and Portfolio Investment in the Contemporary Globalized World: Should They Be Still Treated Separately?," Central European Journal of Economic Modelling and Econometrics, Central European Journal of Economic Modelling and Econometrics, vol. 9(2), pages 115-135, June.
    18. Fredy Gamboa‐Estrada, 2020. "The Determinants Of Private Capital Flows In Emerging Economies: The Role Of The Fed'S Unconventional Monetary Policy," Contemporary Economic Policy, Western Economic Association International, vol. 38(4), pages 694-710, October.
    19. Garg, Reetika & Dua, Pami, 2014. "Foreign Portfolio Investment Flows to India: Determinants and Analysis," World Development, Elsevier, vol. 59(C), pages 16-28.
    20. Bhanumurthy, N.R. & Bose, Sukanya & Panda, Swayamsiddha, 2014. "Modeling India's External Sector: Review and Some Empirics," Working Papers 14/138, National Institute of Public Finance and Policy.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:taf:apfiec:v:11:y:2001:i:6:p:581-589. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/RAFE20 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.