Causal Inference Application v5: Bayesian Synthetic Control & AI-Guided Experience

May 2, 2026

This technical deep dive announces the Causal Inference Application v5, introducing Bayesian Synthetic Control via the CausalPy package and a new AI-guided experience. The article details the AI assistant's step-by-step analysis workflow and compares Bayesian SCM with Augmented SCM, specifically contrasting Highest Density Intervals (HDI) with traditional Confidence Intervals (CI) for measuring uncertainty.