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Fitting exponential regression models with two-way fixed effects

Author

Listed:
  • Koen Jochmans

    (University of Cambridge)

  • Vincenzo Verardi

    (Université de Namur)

Abstract

In this article, we introduce the commands twexp and twgravity, which implement the estimators developed in Jochmans (2017, Review of Economics and Statistics 99: 478–485) for exponential regression models with two-way fixed effects. twexp is applicable to generic n × m panel data. twgravity is written for the special case where the dataset is a cross-section on dyadic interactions between n agents. A prime example is cross-sectional bilateral trade data, where the model of interest is a gravity equation with importer and exporter effects. Both twexp and twgravity can deal with data where n and m are large, that is, where there are many fixed effects. These commands use Mata and are fast to execute.

Suggested Citation

  • Koen Jochmans & Vincenzo Verardi, 2020. "Fitting exponential regression models with two-way fixed effects," Stata Journal, StataCorp LP, vol. 20(2), pages 468-480, June.
    • Handle: RePEc:tsj:stataj:v:20:y:2019:i:2:p:468-480
    DOI: 10.1177/1536867X20931006
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    Cited by:

    1. Lockwood, Ben & Porcelli, Francesco & Redoano, Michela & Schiavone, Antonio, 2022. "Yardstick Competition in the Digital Age : Unveiling New Networks in Tax Competition," The Warwick Economics Research Paper Series (TWERPS) 1438, University of Warwick, Department of Economics.
    2. Eduardo Rodrigues Sanguinet & Augusto Mussi Alvim & Miguel Atienza, 2022. "Trade agreements and participation in global value chains: Empirical evidence from Latin America," The World Economy, Wiley Blackwell, vol. 45(3), pages 702-738, March.

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