Data Science, Causality, Statistics, Advertising, Python.
carlo methods. The do-sampler supports both continuous and discrete variables. The Usual Caveats As with any causal inference method, the do-sampler also relies on modeling assumptions. Estimating the above equation requires a model for computing the propensity scores, P(X|Z) for each desired