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Estimating Capital Flows To Emerging Market Economies With Heterogeneous Panels

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  • Hernandez-Vega, Marco

Abstract

Current data provide macroeconomic information for a large number of countries and for long periods of time (macropanels). In such panels, slope heterogeneity and cross-section dependence (CSD) are the rule rather than the exception, leading the fixed effects slope estimators to be biased and inconsistent. This paper analyzes gross capital flows to emerging economies employing the Augmented Mean Group (AMG) model to account for slope heterogeneity and CSD. The results suggest that the AMG performs better than the fixed effects model and that not only country heterogeneity is important to analyze capital inflows to emerging economies, but also are the differences among the types of capital inflows.

Suggested Citation

  • Hernandez-Vega, Marco, 2019. "Estimating Capital Flows To Emerging Market Economies With Heterogeneous Panels," Macroeconomic Dynamics, Cambridge University Press, vol. 23(5), pages 2068-2088, July.
    • Handle: RePEc:cup:macdyn:v:23:y:2019:i:05:p:2068-2088_00
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    1. Lawrence C. Hamilton, 1992. "How Robust is Robust Regression?," Stata Technical Bulletin, StataCorp LP, vol. 1(2).
    2. 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.
    3. Byrne, Joseph P. & Fiess, Norbert, 2011. "International Capital Flows to Emerging and Developing Countries: National and Global Determinants," SIRE Discussion Papers 2011-03, Scottish Institute for Research in Economics (SIRE).
    4. 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.
    5. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    6. Markus Eberhardt & Francis Teal, 2011. "Econometrics For Grumblers: A New Look At The Literature On Cross‐Country Growth Empirics," Journal of Economic Surveys, Wiley Blackwell, vol. 25(1), pages 109-155, February.
    7. Kapetanios, G. & Pesaran, M. Hashem & Yamagata, T., 2011. "Panels with non-stationary multifactor error structures," Journal of Econometrics, Elsevier, vol. 160(2), pages 326-348, February.
    8. Enrique Alberola & Aitor Erce & José María Serena, 2012. "International reserves and gross capital flows. Dynamics during financial stress," Working Papers 1211, Banco de España.
    9. Alexander D. Rothenberg & Francis E. Warnock, 2011. "Sudden Flight and True Sudden Stops," Review of International Economics, Wiley Blackwell, vol. 19(3), pages 509-524, August.
    10. Phillips, Peter C.B. & Sul, Donggyu, 2007. "Bias in dynamic panel estimation with fixed effects, incidental trends and cross section dependence," Journal of Econometrics, Elsevier, vol. 137(1), pages 162-188, March.
    11. Guillermo A. Calvo & Leonardo Leiderman & Carmen M. Reinhart, 1993. "Capital Inflows and Real Exchange Rate Appreciation in Latin America: The Role of External Factors," IMF Staff Papers, Palgrave Macmillan, vol. 40(1), pages 108-151, March.
    12. Swamy, P A V B, 1970. "Efficient Inference in a Random Coefficient Regression Model," Econometrica, Econometric Society, vol. 38(2), pages 311-323, March.
    13. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    14. Fernandez-Arias, Eduardo, 1996. "The new wave of private capital inflows: Push or pull?," Journal of Development Economics, Elsevier, vol. 48(2), pages 389-418, March.
    15. Ahmed, Shaghil & Zlate, Andrei, 2014. "Capital flows to emerging market economies: A brave new world?," Journal of International Money and Finance, Elsevier, vol. 48(PB), pages 221-248.
    16. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
    17. M. Hashem Pesaran & Badi H. Baltagi, 2007. "Heterogeneity and cross section dependence in panel data models: theory and applications introduction," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 229-232.
    18. Fratzscher, Marcel & Straub, Roland & Lo Duca, Marco, 2012. "A global monetary tsunami? On the spillovers of US Quantitative Easing," CEPR Discussion Papers 9195, C.E.P.R. Discussion Papers.
    19. Broner, Fernando & Didier, Tatiana & Erce, Aitor & Schmukler, Sergio L., 2013. "Gross capital flows: Dynamics and crises," Journal of Monetary Economics, Elsevier, vol. 60(1), pages 113-133.
    20. Alexander Chudik & M. Hashem Pesaran, 2013. "Large Panel Data Models with Cross-Sectional Dependence: A Survey," CESifo Working Paper Series 4371, CESifo.
    21. Vasilis Sarafidis & Tom Wansbeek, 2012. "Cross-Sectional Dependence in Panel Data Analysis," Econometric Reviews, Taylor & Francis Journals, vol. 31(5), pages 483-531, September.
    22. Pesaran, M. Hashem & Tosetti, Elisa, 2011. "Large panels with common factors and spatial correlation," Journal of Econometrics, Elsevier, vol. 161(2), pages 182-202, April.
    23. 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.
    24. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    25. Baek, In-Mee, 2006. "Portfolio investment flows to Asia and Latin America: Pull, push or market sentiment?," Journal of Asian Economics, Elsevier, vol. 17(2), pages 363-373, April.
    26. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    27. Markus Eberhardt, 2011. "Panel time-series modeling: New tools for analyzing xt data," United Kingdom Stata Users' Group Meetings 2011 22, Stata Users Group.
    28. Markus Eberhardt, 2012. "Estimating panel time-series models with heterogeneous slopes," Stata Journal, StataCorp LP, vol. 12(1), pages 61-71, March.
    29. Eberhardt, Markus & Bond, Stephen, 2009. "Cross-section dependence in nonstationary panel models: a novel estimator," MPRA Paper 17692, University Library of Munich, Germany.
    30. International Monetary Fund, 1999. "Neglected Heterogeneity and Dynamics in Cross-Country Savings Regressions," IMF Working Papers 1999/128, International Monetary Fund.
    31. repec:hal:journl:peer-00796743 is not listed on IDEAS
    32. Burhan Kabadayi & O. Selcuk Emsen & Murat Nisanci, 2012. "International Portfolio Movements: Panel Data Analysis," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 2(5), pages 1-12.
    33. Haque, N. U. & Pesaran, M. H. & Sharma, Sunil, 1999. "Neglected Heterogeneity and Dynamics in Cross-country Savings Regressions," Cambridge Working Papers in Economics 9904, Faculty of Economics, University of Cambridge.
    34. Brett W. Fawley & Christopher J. Neely, 2013. "Four stories of quantitative easing," Review, Federal Reserve Bank of St. Louis, issue Jan, pages 51-88.
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    Cited by:

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    3. Ahmed, Rashad, 2020. "Global Flight-to-Safety Shocks," MPRA Paper 103501, University Library of Munich, Germany.
    4. Ufuk Bingöl & Fatih Ayhan, 2020. "The Impact of NEET and Labor Market Indicators on Human Development: A Panel Data Analysis for EU-28 Countries," Journal of Social Policy Conferences, Istanbul University, Faculty of Economics, vol. 0(79), pages 441-468, December.
    5. Ahmed, Rashad, 2023. "Global commodity prices and macroeconomic fluctuations in a low interest rate environment," Energy Economics, Elsevier, vol. 127(PB).
    6. Burak Erkut & Gagan Deep Sharma, 2023. "Financial integration in Asia: new Empirical evidence using dynamic panel data estimations," International Economics and Economic Policy, Springer, vol. 20(1), pages 213-231, February.

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    More about this item

    JEL classification:

    • F3 - International Economics - - International Finance
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • F21 - International Economics - - International Factor Movements and International Business - - - International Investment; Long-Term Capital Movements
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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