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Self-selection and Treatment Effects in Macroeconomics: Revisiting the Effectiveness of Foreign Exchange Intervention

Author

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  • Victor Pontines

    (South East Asian Central Banks (SEACEN) Research and Training Centre)

Abstract

Along the lines of the treatment effects literature, this paper empirically revisits the issue of the so-called “intervention effect”, i.e., the effectiveness of official foreign exchange intervention on the movement of the exchange rate. We extended in a continuous treatment setting the inverse probability weights estimator developed by Jorda and Taylor (2015) and Angrist, Jorda and Kuersteiner (forthcoming) to control for self-selection bias. We then illustrate the application of this technique by examining the effectiveness of official daily interventions by Japanese monetary authorities in the JPY/USD market. In accordance with existing evidence using this intervention data, this paper finds that periods of intervention characterized by large, infrequent and sporadic interventions are effective in moving the changes in the exchange rate in the desired direction. We also find evidence that the intervention effect does not last longer than two days after the intervention takes place.

Suggested Citation

  • Victor Pontines, 2018. "Self-selection and Treatment Effects in Macroeconomics: Revisiting the Effectiveness of Foreign Exchange Intervention," Working Papers wp31, South East Asian Central Banks (SEACEN) Research and Training Centre.
    • Handle: RePEc:sea:wpaper:wp31
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    File URL: https://www.seacen.org/publications/RePEc/702001-100436-PDF.pdf
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    Cited by:

    1. Grahame Johnson & Sharon Kozicki & Romanos Priftis & Lena Suchanek & Jonathan Witmer & Jing Yang, 2020. "Implementation and Effectiveness of Extended Monetary Policy Tools: Lessons from the Literature," Discussion Papers 2020-16, Bank of Canada.
    2. Oguzhan Ozcelebi & Kaya Tokmakcioglu & Emre Su, 2021. "Revisiting the asymmetric impacts of the exchange market pressure on the inflation, interest rate and foreign trade balance in Eastern Europe," Empirical Economics, Springer, vol. 61(5), pages 2517-2538, November.
    3. Pontines, Victor & Luvsannyam, Davaajargal & Atarbaatar, Enkhjin & Munkhtsetseg, Ulziikhutag, 2021. "The effectiveness of currency intervention: Evidence from Mongolia," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 75(C).

    More about this item

    Keywords

    Foreign Exchange Intervention; Self-selection; JPY/USD Exchange Rate; Censored Data; Tobit; Inverse Probability Weights; Local Projections;
    All these keywords.

    JEL classification:

    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • 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
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies
    • F31 - International Economics - - International Finance - - - Foreign Exchange

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