Visualizing Causality Using Causal Graphs

Guide to Causal Graphs and Their Role in Causal Inference

Previous articles explored The Traps of Blindly Trusting Data: Simpson’s Paradox and An intuitive introduction to causal inference.

This blog dives into causal graphs, why we need them, graph terminology, Causal graph assumptions, and steps to draw a Causal graph.

Recap of What is Causal Inference

Causal inference is the process of understanding cause-and-effect…