Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
within each subgroup can be calculated using a method first developed on RCT data. With the CATE of each subgroup, the treatment effect over the interested group can be obtained by combining the CATEs of subgroups belonging to that group. For example, if we separate the whole dataset into j blocks,