Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
second of the two predictive tasks achieves small mean squared error (hence the name “doubly robust”). Meta-learning methods Algorithms called meta-learners can take advantage of any supervised learning or regression methods in machine learning and statistics to estimate a treatment effect, such as