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distcomp: Comparing distributions

Author

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  • David M. Kaplan

    (University of Missouri)

Abstract

In this article, I introduce the distcomp command, which assesses whether two distributions differ at each possible value while controlling the probability of any false positive, even in finite samples. I discuss syntax and the underlying methodology (from Goldman and Kaplan [2018, Journal of Econometrics 206: 143–166]). Multiple examples illustrate the distcomp command, including revisiting the experimental data of Gneezy and List (2006, Econometrica 74: 1365–1384) and the regression discontinuity design of Cattaneo, Frandsen, and Titiunik (2015, Journal of Causal Inference 3: 1–24).

Suggested Citation

  • David M. Kaplan, 2019. "distcomp: Comparing distributions," Stata Journal, StataCorp LLC, vol. 19(4), pages 832-848, December.
    • Handle: RePEc:tsj:stataj:v:19:y:2019:i:4:p:832-848
    DOI: 10.1177/1536867X19893626
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    Cited by:

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    2. Wellhausen, Rachel L, 2023. "Waste Not, Want Not: Tariffs as Environmental Protection," Institute on Global Conflict and Cooperation, Working Paper Series qt40m4179x, Institute on Global Conflict and Cooperation, University of California.
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    7. Ayllón, Sara, 2022. "Online teaching and gender bias," Economics of Education Review, Elsevier, vol. 89(C).
    8. David M. Kaplan, 2024. "Inference on Consensus Ranking of Distributions," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 42(3), pages 839-850, July.
    9. Heyman, Fredrik & Norbäck, Pehr-Johan & Persson, Lars, 2017. "Talent, Career Choice and Competition: The Gender Wage Gap at the Top," Working Paper Series 1169, Research Institute of Industrial Economics, revised 06 Mar 2023.
    10. Carlos Madeira, 2025. "How accurately do consumers report their debts in household surveys?," BIS Working Papers 1258, Bank for International Settlements.
    11. Getahun, Tigabu D. & Fetene, Gebeyehu M. & Baumüller, Heike & Kubik, Zaneta, 2024. "Exploring the relationship between job quality and firm productivity in the manufacturing sector: Panel data evidence from Ethiopia," Discussion Papers 344125, University of Bonn, Center for Development Research (ZEF).
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    13. S. S. Swathysree & Manisha Chakrabarty & Debopriti Bhattacharya, 2023. "Getting Real in the Real Consumption Expenditure: A Case of Rural India," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 21(4), pages 817-846, December.
    14. Barbara Boelmann, 2024. "Women’s Missing Mobility and the Gender Gap in Higher Education: Evidence from Germany’s University Expansion," ECONtribute Discussion Papers Series 280, University of Bonn and University of Cologne, Germany.
    15. Stefano Boscolo, 2019. "Quantifying the Redistributive Effect of the Erosion of the Italian Personal Income Tax Base: A Microsimulation Exercise," ECONOMIA PUBBLICA, FrancoAngeli Editore, vol. 2019(2), pages 39-80.

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    JEL classification:

    • C87 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Econometric Software

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