Nature计算科学综述:经由准实验,从观察数据中推测因果关系(14)

2023-05-20 来源:飞速影视
10. Imbens, G. & Rubin, D. B. Causal Inference: For Statistics, Social and Biomedical Sciences: An Introduction (Cambridge Univ. Press 2015).
11. Pearl, J. Causality (Cambridge Univ. Press, 2009).
12. Hernán, M. A. & Robins, J. M. Causal Inference: What If (Chapman & Hall/ CRC, 2020).
13. Pearl, J. Causal inference in statistics: an overview. Stat. Surv. 3, 96–146 (2009).
14. Peters, J., Janzing, D. & Schölkopf, B. Elements of Causal Inference: Foundations and Learning Algorithms (MIT Press, 2017).
15. Rosenbaum, P. R. & Rubin, D. B. Te central role of the propensity score in observational studies for causal efects. Biometrika 70, 41–55 (1983).
16. Chernozhukov, V. et al. Double/debiased machine learning for treatment and structural parameters. Econ. J. 21, C1–C68 (2018).
17. Spirtes, P., Glymour, C. N. & Scheines, R. Causation, Prediction, and Search (MIT Press, 2000).
18. Schölkopf, B. Causality for machine learning. Preprint at https://arxiv.org/ abs/1911.10500 (2019).
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