Data Science, Causality, Statistics, Advertising, Python.
methods are built around estimating a parameter of a model. The simplest version of this is estimating the coefficient of a linear regression model . The coefficient, through a happy accident of the model specification, ends up being an estimator for E[Y|do(X=1)]-E[Y|do(X=0)]. This approach can be