Holland, P. (1986). Statistics and causal inference. Journal of the American Statistical Association 81: 945–960.

Hume, D. (1739). A Treatise of Human Nature. Oxford University Press, Oxford, UK. Reprinted 1888.

Hume, D. (1748). An Enquiry Concerning Human Understanding. Reprinted Open Court Press, LaSalle, IL, 1958.

Joffe, M. M., Yang, W. P., and Feldman, H. I. (2010). Selective ignorability assumptions in causal inference. International Journal of Biostatistics 6. doi:10.2202/1557-4679.1199.

Lewis, D. (1973a). Causation. Journal of Philosophy 70: 556–567. Reprinted with postscript in D. Lewis, Philosophical Papers, vol. 2, Oxford University Press, New York, NY, 1986.

Lewis, D. (1973b). Counterfactuals. Harvard University Press, Cambridge, MA.

Lewis, M. (2016). The Undoing Project: A Friendship That Changed Our Minds. W. W. Norton and Company, New York, NY. Mohan, K., and Pearl, J. (2014). Graphical models for recovering probabilistic and causal queries from missing data. Proceedings of Neural Information Processing 27: 1520–1528.

Morgan, S., and Winship, C. (2015). Counterfactuals and Causal Inference: Methods and Principles for Social Research (Analytical Methods for Social Research). 2nd ed. Cambridge University Press, New York, NY.

Neyman, J. (1923). On the application of probability theory to agricultural experiments. Essay on principles. Section 9. Statistical Science 5: 465–480.

Pearl, J. (2000). Causality: Models, Reasoning, and Inference. Cambridge University Press, New York, NY.

Pearl, J. (2009). Causality: Models, Reasoning, and Inference. 2nd ed. Cambridge University Press, New York, NY.

Pearl, J., Glymour, M., and Jewell, N. (2016). Causal Inference in Statistics: A Primer. Wiley, New York, NY.

Reid, C. (1998). Neyman. Springer-Verlag, New York, NY.

Rubin, D. (1974). Estimating causal effects of treatments in randomized and nonrandomized studies. Journal of Educational Psychology 66: 688–701.

Sekhon, J. (2007). The Neyman-Rubin model of causal inference and estimation via matching methods. In The Oxford Handbook of Political Methodology (J. M. Box-Steffensmeier, H. E. Brady, and D. Collier, eds.). Oxford University Press, Oxford, UK.

Shpitser, I., and Pearl, J. (2009). Effects of treatment on the treated: Identification and generalization. In Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence. AUAI Press, Montreal, Quebec, 514–521.

Stott, P. A., Allen, M., Christidis, N., Dole, R. M., Hoerling, M., Huntingford, C., Pardeep Pall, J. P., and Stone, D. (2013). Attribution of weather and climate-related events. In Climate Science for Serving Society: Research, Modeling, and Prediction Priorities (G. R. Asrar and J. W. Hurrell, eds.). Springer, Dordrecht, Netherlands, 449–484.