MED AI SCI BI Billy Chan · Data Science Explained Causal Inference with DoWhy (6): Diagnostics with Standardised Mean Difference (SMD) If you’ve followed Parts 1 to 5 of this series, you should already be able to run causal inference with DoWhy in practice. The concepts can…
AI SCI BI Billy Chan · Data Science Explained Causal Inference with DoWhy (5): Refutation Tests Refutation asks a simple but powerful question:
AI SCI BI Billy Chan · Data Science Explained Causal Inference with DoWhy (3): Propensity Score Matching In the previous two articles, we talked about the basics of causal inference and the simplest way to control for covariates: linear…
