Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
direct effect on the treatment decision in the collected data and the observed outcome), an instrumental variable (if it exits) represents an approach for estimating causal effects despite the presence of confounding latent variables. Instrumental variables (IV) can be used to cut correlations