Data Science, Statistics, Analytics, Experiment, Causality.
propensity and conditional mean models are biased. We hope that the bias is small enough such that when we multiply the two biased predictions, the total bias shrinks quickly as n grows. Asymptotically, the estimate follows a normal distribution centered at the truth. Instrumental Variables This