Understanding V-Structures and the Critical Role They Play in Causal Validation and Causal Inference

How to Detect and Correct the Direction of Causal Links in a Directed Acyclic Graph that are Incorrect When Compared to the Underlying Data

Graham Harrison
Towards Data Science
27 min readMar 19, 2024

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Photo by Fré Sonneveld on Unsplash

Introduction

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