All Stories

  1. Sufficient Causes: On Oxygen, Matches, and Fires

    Article • Journal of Causal Inference, September 2019, De Gruyter

    Judea - Pearl

  2. On the Interpretation of do(x)do(x)

    Article • Journal of Causal Inference, February 2019, De Gruyter

    Judea - Pearl

  3. The seven tools of causal inference, with reflections on machine learning

    Article • Communications of the ACM, February 2019, ACM (Association for Computing Machinery)

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  4. Does Obesity Shorten Life? Or is it the Soda? On Non-manipulable Causes

    Article • Journal of Causal Inference, August 2018, De Gruyter

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  5. What is Gained from Past Learning

    Article • Journal of Causal Inference, March 2018, De Gruyter

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  6. Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution

    Article • February 2018, ACM (Association for Computing Machinery)

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  7. Physical and Metaphysical Counterfactuals: Evaluating Disjunctive Actions

    Article • Journal of Causal Inference, August 2017, De Gruyter

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  8. A Linear “Microscope” for Interventions and Counterfactuals

    Article • Journal of Causal Inference, January 2017, De Gruyter

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  9. Preface to the ACM TIST Special Issue on Causal Discovery and Inference

    Article • ACM Transactions on Intelligent Systems and Technology, January 2016, ACM (Association for Computing Machinery)

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  10. The Sure-Thing Principle

    Article • Journal of Causal Inference, January 2016, De Gruyter

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  11. Lord’s Paradox Revisited – (Oh Lord! Kumbaya!)

    Article • Journal of Causal Inference, January 2016, De Gruyter

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  12. Detecting Latent Heterogeneity

    Article • Sociological Methods & Research, August 2015, SAGE Publications

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  13. Comment on Ding and Miratrix: “To Adjust or Not to Adjust?”

    Article • Journal of Causal Inference, January 2015, De Gruyter

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  14. Conditioning on Post-treatment Variables

    Article • Journal of Causal Inference, January 2015, De Gruyter

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  15. Generalizing Experimental Findings

    Article • Journal of Causal Inference, January 2015, De Gruyter

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  16. TRYGVE HAAVELMO AND THE EMERGENCE OF CAUSAL CALCULUS

    Article • Econometric Theory, June 2014, Cambridge University Press

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  17. The Mediation Formula: A Guide to the Assessment of Causal Pathways in Nonlinear Models

    Article • June 2012, Wiley

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