Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
learning. Estimation methods with instruments An instrumental variable is a random variable that influences the treatment but does not have any direct effect on the outcome, other than through the treatment. In practice, even when there are unobserved confounders (factors that simultaneously have a