Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
heterogeneous treatment effects like DMLIV (double machine learning instrumental variables), DRIV (doubly robust IV), and Intent To Treat DRIV available in EconML, which implement new methods for non-parametric estimation of CATE with instruments and arbitrary ML. For more details, please refer to