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Toggle navigation Brady Neal * Causal Course * Causal Book * Blog * About Me * Papers CAUSAL AI BLOG Important news: a physical version of my causal AI book for my causal AI course will be available from Chapman & Hall/CRC Press some time in 2022 (or late 2021 if we're lucky). WHEN THE FUNDAMENTAL PROBLEM OF CAUSAL INFERENCE AIN'T NO PROBLEM Posted on January 23, 2020 The fundamental problem of causal inference is actually not always a problem. This is the case in simulations and computer programs. As models of the world get better, it becomes less and less of a problem in general. [Read More] Tags: causal inference ON THE BIAS-VARIANCE TRADEOFF: TEXTBOOKS NEED AN UPDATE A MODERN PERSPECTIVE Posted on January 5, 2020 The concept of the bias-variance tradeoff is not universal. In this post, we cover a modern, evidence-based perspective on the bias-variance tradeoff. [Read More] Tags: machine learning bias-variance tradeoff WHICH CAUSAL INFERENCE BOOK YOU SHOULD READ A FLOWCHART AND A LIST OF SHORT BOOK REVIEWS Posted on November 23, 2019 A flowchart to help you choose the best causal inference book to read. Also, a few short causal inference book reviews and pointers to other good books. [Read More] Tags: learning resources causal inference * RSS * Email me * GitHub * Twitter * LinkedIn Brady Neal • 2021 Theme by beautiful-jekyll