---
author: Stefan Wager
category:
  - math
date: '2026-10-20'
description: a draft textbook on causal estimation, randomized experiments, propensity scores, treatment heterogeneity, and policy learning.
external: https://web.stanford.edu/~swager/causal_inf_book.pdf
id: Causal Inference - A Statistical Learning Approach
modified: 2026-10-20 17:24:30 GMT-04:00
posters: '[[library/posters/causal-inference-a-statistical-learning-approach.png]]'
seealso:
  - '[[arena/papers/entry-v1-261995c0766853e8f3e628f49989b2cee9063bbfd442f7956066bbb70c63d30a|Arena]]'
status: to read
title: 'Causal Inference: A Statistical Learning Approach'
authors: Stefan Wager
created: '2026-10-20'
published: '2026-10-20'
pageLayout: default
slug: library/Causal-Inference---A-Statistical-Learning-Approach
permalink: https://aarnphm.xyz/library/Causal-Inference---A-Statistical-Learning-Approach.md
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full: https://aarnphm.xyz/llms-full.txt
---
the linked text is a draft dated September 8, 2026.