Data Science, Causality, Statistics, Advertising, Python.
resulting values. This is just the same as sampling from P(Y|do(X))! We can extend the logic to compute arbitrary aggregations on these weighted random samples. In the dowhy package, we implement the do-sampler using three different methods: simple weighting, kernel density estimation, and monte