Data Science, Machine Learning, Artificial Intelligence, Causality, Causal Inference.
variables, which should be independent of the outcome except through the exposure of interest and should be strongly correlated with the exposure. Another challenge is weak instruments, which occurs when the correlation between the instrumental variable and the exposure is not strong enough.