Data Science, Statistics, Analytics, Experiment, Causality.
Unless you are absolutely certain that you have the perfect set of predictors (as is the case for randomized controlled experiments), it might be prudent to use linear regression to estimate causal effects. Propensity matching is omitted from this article. Much has been written about why it’s