IPW and Doubly Robust

A beginner-friendly introduction to causal inference using DoWhy's four-step framework with simulated observational data on working from home and productivity

Evaluate the causal effect of a cash transfer program on household consumption using regression adjustment, inverse probability weighting, doubly robust, and difference-in-differences methods in Stata

Estimating the causal effect of a job training program on earnings using DoWhy's four-step causal inference framework with the Lalonde dataset