Pearl, J., & Mackenzie, D. (2018). $$\mathit{The \ Book \ of \ Why: \ The \ New \ Science \ of \ Cause \ and \ Effect.}$$ Basic Books.

University of Michigan - Ann Arbor

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This contains the reference information for the books about causal inference. List of helpful books about causal inference:
1. The Book of Why
2. Causal inference in statistics : A primer
3. Explanation in Causal Inference: Methods for Mediation and Interaction 1st Edition (2015).  Author: VanderWeele, Tyler

Causal Inference Books

The Book of Why

Explanation in Causal Inference: Methods for Mediation and Interaction 1st Edition (2015)
Author: VanderWeele, Tyler

Explanation in Causal Inference: Methods for Mediation and Interaction 1st Edition

Pearl, J., Glymour, M., & Jewell, N. P. (2016). Causal inference in statistics : A primer. Retrieved from https://ebookcentral-proquest-com.proxy.lib.umich.edu

Causal inference in statistics : A primer

 Isabelle Guyon, Alexander Statnikov, Berna Bakir Batu (2019)
Cause Effect Pairs in Machine Learning (The Springer Series on Challenges in Machine Learning)
https://www.amazon.com/Effect-Machine-Learning-Springer-Challenges/dp/3030218090

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