Econometrics Regression Intermediate EasyEcon / Marimo
Upper-undergraduate econometrics
Simple OLS Regression
Adjust the true intercept, slope, noise, and sample size to relate realised estimates to fit, slope estimation error, and an approximate 95% slope interval.
Fitted line, residuals, precision, and known truth Open model
Econometrics Causal inference Advanced EasyEcon / Marimo
Upper-undergraduate econometrics
Omitted Variable Bias
Change confounding strength and the omitted variable's effect to compare the true coefficient, the naive regression, and the fully controlled benchmark.
Bias direction, confounding strength, and benchmark truth Open model
Econometrics Panel data Advanced EasyEcon / Marimo
Upper-undergraduate econometrics
Difference-in-Differences
Adjust treatment effects, group gaps, noise, and trend violations to see exactly when the DiD estimate matches the truth and when it drifts.
Parallel trends, group means, and treatment-effect decomposition Open model
Econometrics Causal inference Advanced EasyEcon / Marimo
Upper-undergraduate econometrics
Instrumental Variables
See when IV improves on OLS, when weak instruments make the estimate unstable, and how exclusion violations undermine the design.
Endogeneity, relevance, exclusion, and weak instruments Open model
Econometrics Causal inference Intermediate Native JS
Intermediate causal inference
Regression Discontinuity and the Cutoff Jump
See how a discontinuity identifies a causal effect: fit a line each side of the cutoff and read the vertical jump between them, then watch the bandwidth trade bias against noise.
The cutoff, the local-linear fits, and the jump that estimates the treatment effect Open model
Econometrics Time series Intermediate Native JS
Intermediate econometrics
The AR(1) Process: Persistence, Mean Reversion, and the Unit Root
Drag the persistence parameter through one and watch a stationary, mean-reverting series become a random walk and then explosive — while the sample ACF tracks the theoretical geometric decay φᵏ.
The simulated path, the ACF, and the phase change at φ = 1 Open model