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Comment: Understanding Simpson's Paradox

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  • Judea Pearl

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Suggested Citation

  • Judea Pearl, 2014. "Comment: Understanding Simpson's Paradox," The American Statistician, Taylor & Francis Journals, vol. 68(1), pages 8-13, February.
    • Handle: RePEc:taf:amstat:v:68:y:2014:i:1:p:8-13
    DOI: 10.1080/00031305.2014.876829
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    Cited by:

    1. Tomas Macak, 2021. "Stability of Dependencies of Contingent Subgroups with Merged Groups: Vaccination Case Study," Mathematics, MDPI, vol. 9(22), pages 1-12, November.
    2. Yin, Fang & Sun, Zhanli & You, Liangzhi & Müller, Daniel, 2024. "Determinants of changes in harvested area and yields of major crops in China," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 16(2), pages 339-351.
    3. Fawley-King, Kya & Trask, Emily V. & Ferrand, John & Aarons, Gregory A., 2020. "Caregiver strain among biological, foster, and adoptive caregivers caring for youth receiving outpatient care in a public mental health system," Children and Youth Services Review, Elsevier, vol. 111(C).
    4. Fort, Margherita & Ichino, Andrea & Rettore, Enrico & Zanella, Giulio, 2022. "Multi-cutoff RD designs with observations located at each cutoff: problems and solutions," CEPR Discussion Papers 16974, C.E.P.R. Discussion Papers.
    5. Ulrich Daepp & Pamela Gorkin & Karl Voss, 2017. "Quiz 1: What Color Was George Washington’s White Horse? The Mathematical Version," The Mathematical Intelligencer, Springer, vol. 39(4), pages 9-17, December.
    6. Cody T. Ross & Bruce Winterhalder & Richard McElreath, 2018. "Resolution of apparent paradoxes in the race-specific frequency of use-of-force by police," Palgrave Communications, Palgrave Macmillan, vol. 4(1), pages 1-9, December.
    7. Winkelmann Rainer, 2024. "Neglected Heterogeneity, Simpson’s Paradox, and the Anatomy of Least Squares," Journal of Econometric Methods, De Gruyter, vol. 13(1), pages 131-144, January.
    8. Swamy, P.A.V.B. & Mehta, J.S. & Tavlas, G.S. & Hall, S.G., 2015. "Two applications of the random coefficient procedure: Correcting for misspecifications in a small area level model and resolving Simpson's paradox," Economic Modelling, Elsevier, vol. 45(C), pages 93-98.
    9. David E. Bloom & Mathew McKenna & Klaus Prettner, 2018. "Demography, Unemployment, Automation, and Digitalization: Implications for the Creation of (Decent) Jobs, 2010–2030," NBER Working Papers 24835, National Bureau of Economic Research, Inc.
    10. Judea Pearl, 2017. "Detecting Latent Heterogeneity," Sociological Methods & Research, , vol. 46(3), pages 370-389, August.
    11. Daniel Możdżyński & Wojciech Cellary, 2022. "Determinants of the Acceptance of Mobile Payment Systems by E-Merchants," Journal of Electronic Commerce in Organizations (JECO), IGI Global, vol. 20(1), pages 1-23, January.
    12. Young Woong Park & Glenn B. Voss & Zannie Giraud Voss, 2023. "Advancing customer diversity, equity, and inclusion: Measurement, stakeholder influence, and the role of marketing," Journal of the Academy of Marketing Science, Springer, vol. 51(1), pages 174-197, January.
    13. Aris Spanos, 2021. "Yule–Simpson’s paradox: the probabilistic versus the empirical conundrum," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 30(2), pages 605-635, June.
    14. Love, Peter E.D. & Ahiaga-Dagbui, Dominic D. & Irani, Zahir, 2016. "Cost overruns in transportation infrastructure projects: Sowing the seeds for a probabilistic theory of causation," Transportation Research Part A: Policy and Practice, Elsevier, vol. 92(C), pages 184-194.
    15. Johannesson, Louise, 2016. "Supporting Developing Countries in WTO Dispute Settlement," Working Paper Series 1120, Research Institute of Industrial Economics.
    16. Chung, Ha-Joon & Hong, Guanglei, 2024. "Endogenous Confounding in Causal Decomposition Analysis," SocArXiv dtbrn, Center for Open Science.
    17. Kristoffer Rørstad & Dag W Aksnes & Fredrik Niclas Piro, 2021. "Generational differences in international research collaboration: A bibliometric study of Norwegian University staff," PLOS ONE, Public Library of Science, vol. 16(11), pages 1-21, November.

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