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Sudden stops of capital flows to emerging markets: A new prediction approach

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  • Suh, Sangwon

Abstract

In this paper, we propose a new prediction approach for forecasting sudden stop events of capital flows to emerging countries. The new approach is to combine conventional approaches (signal extraction and statistical regression approaches) to maintain their advantages. We apply the new approach as well as conventional approaches to actual data and conduct prediction performance comparisons. The empirical results show that the new approach significantly improves prediction ability. The new approach is proven to have some potential merit as an alternative approach to improving prediction ability and can also be applied to various types of financial crisis events.

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  • Suh, Sangwon, 2017. "Sudden stops of capital flows to emerging markets: A new prediction approach," International Review of Economics & Finance, Elsevier, vol. 48(C), pages 289-308.
  • Handle: RePEc:eee:reveco:v:48:y:2017:i:c:p:289-308
    DOI: 10.1016/j.iref.2016.12.013
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    1. M Belén Salas & David Alaminos & Manuel Angel Fernández & Francisco López-Valverde, 2020. "A global prediction model for sudden stops of capital flows using decision trees," PLOS ONE, Public Library of Science, vol. 15(2), pages 1-22, February.
    2. An, Hui & Wang, Hao & Delpachitra, Sarath & Cottrell, Simon & Yu, Xiao, 2022. "Early warning system for risk of external liquidity shock in BRICS countries," Emerging Markets Review, Elsevier, vol. 51(PA).

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    More about this item

    Keywords

    Early warning system; Signal extraction; Logistic regression; Capital flows; Sudden stop;
    All these keywords.

    JEL classification:

    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • F21 - International Economics - - International Factor Movements and International Business - - - International Investment; Long-Term Capital Movements
    • F37 - International Economics - - International Finance - - - International Finance Forecasting and Simulation: Models and Applications

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