Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
shows high-level workflow recommendations for causal algorithm selection for an observational study with one snapshot of the outcome. Please keep in mind that the list is not exhaustive, just a small representation of the approaches that we use on the Customer Growth Analytics team here at