Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
Hardford 2017. Conclusion In this post, we went through details of various algorithms and provided insights into algorithm selection for different problem settings. One thing that we need to keep in mind is that for causal inference, we are aiming for robust and valid causal estimates. A more