Brady Neal
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Causality Blog


All things causal, and some things non-causal

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
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Brady Neal  •  2021

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