Elements of Causal Inference: Foundations and Learning Algorithms ​

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Authors: Jonas Peters, Dominik Janzing, Bernhard Scholkopf
Year: 2020
Journal: MIT Press
DOI: 10.7551/mitpress/11086.001.0001
Publisher: https://mitpress.mit.edu/9780262037310/elements-of-causal-inference/

Keywords: causal-ml, book

Abstract ​

This book provides a self-contained introduction to the topic of causal inference.

Cite this paper ​

@misc{cmbook2020,
  title  = {Elements of Causal Inference: Foundations and Learning Algorithms},
  author = {Jonas Peters, Dominik Janzing, Bernhard Scholkopf},
  year   = {2020},
  journal = {MIT Press},
  doi    = {10.7551/mitpress/11086.001.0001},
  url    = {https://doi.org/10.7551/mitpress/11086.001.0001},
}

Source files ​

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