synthetic-control

Carbon Taxes and CO2 Emissions: A Synthetic-Control Analysis in Python

Synthetic Control and IV in Python — replicating Andersson (2019) on Sweden's carbon tax and CO2 emissions with pysyncon and pyfixest.

Six Ways to Evaluate a Policy using R: Comparative Case Studies of Proposition 99

Six estimators in one tutorial --- naive pre-post, DiD, two flavours of ITS, RDD on time, Synthetic Control, and CausalImpact --- all applied to California's 1988 Proposition 99 cigarette tax to see how much (and where) they disagree.

Bayesian Spatial Synthetic Control: California's Proposition 99 in R

Replicating the California tobacco case study from Sakaguchi & Tagawa in R: three estimators, one ATT, and a Nevada-sized spillover.

The Synthetic Control Method in Stata: Did California's Tobacco Tax Cut Smoking?

Estimate the causal effect of California's Proposition 99 tobacco control program on cigarette sales using the synthetic control method in Stata, with in-space placebo, in-time placebo, and leave-one-out robustness tests