Econometrics with Simulations#
An econometrics book learned by experimenting first.
Previews from the book
The simulation approach
Every concept is backed by interactive simulations, so you build intuition by changing assumptions and watching, in real time, what happens to estimators.
A walkthrough of the Synthetic Control dashboard: comparing weights across single-unit, average-of-controls, and optimized donor pools. Try it live →
Contents
Three areas, from mechanics to practice
01
Regression Mechanics
The linear model, hypothesis testing, specification, error structure, and classification models — simple through multiple regression.
02
Causal Inference
Selection bias and experiments, DAGs, instrumental variables, 2SLS, and synthetic control.
Coming soon
03
Industry & Professional
Industry-focused dashboards, applied code companions, and ongoing content updates as the book expands.
For the full planned index, including chapters and dashboards under development, see the Planned Book Index.