Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
score-based transformation. In propensity score matching, we first estimate the propensity score, which can be thought of as the likelihood or probability that an individual unit receives the treatment. Estimating the propensity score can be done in different ways, but typically it is done using