IDEAS home Printed from https://ideas.repec.org/p/arx/papers/2410.05212.html
   My bibliography  Save this paper

$\texttt{rdid}$ and $\texttt{rdidstag}$: Stata commands for robust difference-in-differences

Author

Listed:
  • Kyunghoon Ban
  • D'esir'e K'edagni

Abstract

This article provides a Stata package for the implementation of the robust difference-in-differences (RDID) method developed in Ban and K\'edagni (2023). It contains three main commands: $\texttt{rdid}$, $\texttt{rdid_dy}$, $\texttt{rdidstag}$, which we describe in the introduction and the main text. We illustrate these commands through simulations and empirical examples.

Suggested Citation

  • Kyunghoon Ban & D'esir'e K'edagni, 2024. "$\texttt{rdid}$ and $\texttt{rdidstag}$: Stata commands for robust difference-in-differences," Papers 2410.05212, arXiv.org.
    • Handle: RePEc:arx:papers:2410.05212
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/2410.05212
    File Function: Latest version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Arindrajit Dube & T. William Lester & Michael Reich, 2016. "Minimum Wage Shocks, Employment Flows, and Labor Market Frictions," Journal of Labor Economics, University of Chicago Press, vol. 34(3), pages 663-704.
    2. Han, Sukjin, 2021. "Identification in nonparametric models for dynamic treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 132-147.
    3. Clément de Chaisemartin & Xavier D’Haultfoeuille & Yannick Guyonvarch, 2019. "Fuzzy differences-in-differences with Stata," Stata Journal, StataCorp LLC, vol. 19(2), pages 435-458, June.
    4. Ashenfelter, Orley C, 1978. "Estimating the Effect of Training Programs on Earnings," The Review of Economics and Statistics, MIT Press, vol. 60(1), pages 47-57, February.
    5. Kenneth Houngbedji, 2016. "Abadie’s semiparametric difference-in-differences estimator," Stata Journal, StataCorp LLC, vol. 16(2), pages 482-490, June.
    6. Kyunghoon Ban & D'esir'e K'edagni, 2022. "Robust Difference-in-differences Models," Papers 2211.06710, arXiv.org, revised Aug 2023.
    7. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    8. Ricardo Mora & Iliana Reggio, 2015. "didq: A command for treatment-effect estimation under alternative assumptions," Stata Journal, StataCorp LLC, vol. 15(3), pages 796-808, September.
    9. Jing Cai, 2016. "The Impact of Insurance Provision on Household Production and Financial Decisions," American Economic Journal: Economic Policy, American Economic Association, vol. 8(2), pages 44-88, May.
    10. Mora, Ricardo & Reggio, Iliana, 2014. "dqd: A command for treatment effect estimation under alternative assumptions," UC3M Working papers. Economics we1407, Universidad Carlos III de Madrid. Departamento de Economía.
    11. Juan M. Villa, 2016. "diff: Simplifying the estimation of difference-in-differences treatment effects," Stata Journal, StataCorp LLC, vol. 16(1), pages 52-71, March.
    Full references (including those not matched with items on IDEAS)

    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. Julio López‐Laborda & Jaime Vallés‐Giménez & Anabel Zarate‐Marco, 2023. "Fighting vacation rental tax evasion through warnings to potential evaders," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 51(6), pages 1437-1466, November.
    2. Ferraro, Aniello & Cerciello, Massimiliano & Agovino, Massimiliano & Garofalo, Antonio, 2021. "Do public policies reduce social exclusion? The role of national and supranational economic tools," Structural Change and Economic Dynamics, Elsevier, vol. 57(C), pages 165-181.
    3. Polemis, Michael, 2020. "The impact of COVID-19 on hotel performance: Evidence from a Difference-in-Differences approach," MPRA Paper 102053, University Library of Munich, Germany.
    4. Alonso, José M. & Andrews, Rhys & Jorda, Vanesa, 2019. "Do neighbourhood renewal programs reduce crime rates? Evidence from England," Journal of Urban Economics, Elsevier, vol. 110(C), pages 51-69.
    5. Beckmann, Michael, 2016. "Self-managed working time and firm performance: Microeconometric evidence," VfS Annual Conference 2016 (Augsburg): Demographic Change 145623, Verein für Socialpolitik / German Economic Association.
    6. Beckmann, Michael, 2016. "Self-managed working time and firm performance: Microeconometric evidence," Working papers 2016/01, Faculty of Business and Economics - University of Basel.
    7. Jonathan Meer & Hedieh Tajali, 2023. "Effects of the minimum wage on the nonprofit sector," Oxford Economic Papers, Oxford University Press, vol. 75(4), pages 1012-1032.
    8. Kotyrlo, Elena, 2024. "Simple and complex difference-in-differences approach," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 73, pages 119-142.
    9. Hitoshi Mitsuhashi & Azusa Nakamura, 2022. "Pay and networks in organizations: Incentive redesign as a driver of network change," Strategic Management Journal, Wiley Blackwell, vol. 43(2), pages 295-322, February.
    10. Gnangnon, Sèna Kimm, 2023. "The Least developed countries' TRIPS Waiver and the Strength of Intellectual Property Protection," EconStor Preprints 271537, ZBW - Leibniz Information Centre for Economics.
    11. Arindrajit Dube & Attila S. Lindner, 2024. "Minimum Wages in the 21st Century," NBER Working Papers 32878, National Bureau of Economic Research, Inc.
    12. Mayberry, Anthony A., 2023. "Demilitarization and economic growth: Empirical evidence in support of a peace dividend," Journal of Comparative Economics, Elsevier, vol. 51(3), pages 960-988.
    13. Maria Rosaria Alfano & Anna Laura Baraldi & Claudia Cantabene, 2023. "Eppur si muove: an evaluation of museum policy reform in Italy," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 47(1), pages 97-131, March.
    14. Peng, Ying & Tian, Chuanhao & Wen, Haizhen, 2021. "How does school district adjustment affect housing prices: An empirical investigation from Hangzhou, China," China Economic Review, Elsevier, vol. 69(C).
    15. Simon Freyaldenhoven & Christian Hansen & Jorge Perez Perez & Jesse Shapiro, 2021. "Visualization, Identification, and stimation in the Linear Panel Event-Study Design," Working Papers 21-44, Federal Reserve Bank of Philadelphia.
    16. Sun, Xiaohua & Ren, Junlin & Wang, Yun, 2022. "The impact of resource taxation on resource curse: Evidence from Chinese resource tax policy," Resources Policy, Elsevier, vol. 78(C).
    17. Anirudh Shingal & Prachi Agarwal, 2020. "How did trade in GVC-based products respond to previous health shocks? Lessons for COVID-19," RSCAS Working Papers 2020/68, European University Institute.
    18. Di Matteo, Dante & Mariotti, Ilaria & Rossi, Federica, 2023. "Transport infrastructure and economic performance: An evaluation of the Milan-Bologna high-speed rail corridor," Socio-Economic Planning Sciences, Elsevier, vol. 85(C).
    19. Young‐sook Kim & Myoung‐jae Lee, 2017. "Ordinal response generalized difference in differences with varying categories: The health effect of a disability program in Korea," Health Economics, John Wiley & Sons, Ltd., vol. 26(9), pages 1123-1131, September.
    20. Philipp Barteska & Jay Euijung Lee, 2024. "Bureaucrats and the Korean export miracle," Discussion Papers 2024-11, Nottingham Interdisciplinary Centre for Economic and Political Research (NICEP).

    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:arx:papers:2410.05212. 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: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .

    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.