Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
very flexible non-linear models of the heterogeneous treatment effect. They normally can perform well with many features. In addition, these methods can provide valid confidence intervals despite being data-adaptive and non-parametric. These methods are recommended if you have many features and