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Last Updated: June 18, 2026

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Professor Susan Athey presents an introduction to heterogeneous Please visit to read The Effect online for free, or find links to purchase a physical copy or ebook. This module introduces the concepts of the distribution of Estimate causal effect using forests of trees to approximate conditional average treatment effects Speaker: Alex Luedtke (University of Washington) - Title: Adversarial Monte Carlo Meta-Learning of In this module we define the LATE parameter, something you'll see widely discussed in many instrumental variables analyses.

The video is a bit buggy for the first 3 and half minutes or so, but it it fixed around 3:23. In this causalcourse.com guest talk from ... Professor Stefan Wager talks about inference via double-robustness.

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Conditional Average Treatment Effects: Overview

Conditional Average Treatment Effects: Overview

22,178 views • Live Report

Professor Susan Athey presents an introduction to heterogeneous

Conditional Average Treatment Effects: Causal Inference Bootcamp

Conditional Average Treatment Effects: Causal Inference Bootcamp

21,673 views • Live Report

When we try to find the effect of a

Conditional Average Treatment Effects: Trees

Conditional Average Treatment Effects: Trees

10,214 views • Live Report

Professor Susan Athey discusses the use of causal

Conditional Average Treatment Effects (The Effect, Videos on Causality, Ep. 22)

Conditional Average Treatment Effects (The Effect, Videos on Causality, Ep. 22)

2,551 views • Live Report

Please visit to read The Effect online for free, or find links to purchase a physical copy or ebook.

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