Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
basis expansion to include. For more details, please refer to Bruce 2014. Deep instrumental variables (IV): The instrumental variables (IV) method is an approach for estimating causal effects despite the presence of confounding latent variables. The setup of the model is as follows: Where E[∈|X,W,Z