Data Science, Statistics, Analytics, Experiment, Causality.
Inverse Propensity Weighting Selection bias is one of the biggest problems of observational data, making inverse propensity weighting (IPW) the bread and butter of this field. For instance, a business might ask “How does subscription affect user engagement?” A naive approach is to compare the means