Data Science, Causality, Statistics, Advertising, Python.
estimand. The good news is that DoWhy provides robustness tests to check many of these assumptions. Our next step will be to integrate refutations in the do-sampler to make it easier to catch errors in modeling or estimation. Footnotes For an overview of causal inference techniques, check out a