Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
matching can be used to reduce or eliminate the effects of confounding variables on observational data when estimating a treatment effect. To compare the closeness between two units, a wide variety of distance metrics can be used, such as Euclidean distance and Mahalanobis distance. Generally,