Data Science, Statistics, Analytics, Experiment, Causality.
difficult to use in practice. Propensities can be very close to 0, leading to unstable estimates (and a near-violation of the positivity assumption). Also, the propensity estimates should be unbiased, so we are restricted to logistic regression without regularization. The propensity scores might be