Bounds on Direct Effects in the Presence of Confounded Intermediate Variables

Author:

Cai Zhihong1,Kuroki Manabu2,Pearl Judea3,Tian Jin4

Affiliation:

1. Department of Biostatistics, Kyoto University School of Public Health, Yoshida‐Konoe‐cho, Sakyo‐ku, Kyoto 606‐8501, Japan

2. Department of Systems Innovation, Osaka University, 1‐3, Machikaneyama‐cho, Toyonaka, Osaka 560‐8531, Japan

3. Department of Computer Science, UCLA, 4532 Boelter Hall, Los Angeles, California 90024‐1596, U.S.A.

4. Department of Computer Science, Iowa State University, 226 Atanasoff Hall, Ames, Iowa 50011, U.S.A.

Publisher

Wiley

Subject

Applied Mathematics,General Agricultural and Biological Sciences,General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,General Medicine,Statistics and Probability

Reference18 articles.

Cited by 66 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. An Automated Approach to Causal Inference in Discrete Settings;Journal of the American Statistical Association;2023-08-21

2. Bounding Counterfactuals in Hidden Markov Models and Beyond;SSRN Electronic Journal;2023

3. Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition;Econometric Reviews;2022-10-22

4. A General Method for Deriving Tight Symbolic Bounds on Causal Effects;Journal of Computational and Graphical Statistics;2022-05-23

5. THE AUTHORS REPLY;American Journal of Epidemiology;2021-09-15

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