Data Science, Causality, Statistics, Advertising, Python.
original data set! That’s the key idea that lets us do things like plot E[Y|do(x)] vs. x in the example above. As it happens, there are some cool tricks for doing this sampling process! One simple trick is inverse propensity weighting. The intuition is that we weight each input data point inversely