# Elements of Causal Inference

Canonical: https://www.bookquiver.com/jonas-peters/elements-of-causal-inference

![Elements of Causal Inference](https://quivercdn.com/covers/the-mit-press/jonas-peters/elements-of-causal-inference_978-02-6203-731-0.jpg?v=2026-06-10%2020%3A01%3A24)

- Authors: [Jonas Peters](https://www.bookquiver.com/jonas-peters), [Dominik Janzing](https://www.bookquiver.com/dominik-janzing), [Bernhard Scholkopf](https://www.bookquiver.com/bernhard-scholkopf)
- Language: en_US
- Published: 2017-11-29

## Description

A concise and self-contained introduction to causal inference, increasingly important in data science and machine learning. The mathematization of causality is a relatively recent development, and has become...

## Editions

### Elements of Causal Inference

- Publisher: the_mit_press
- ISBN: 978-02-6203-731-0
- Pages: 288
- Published: 2017-11-29
- Language: en_US