Causal Inference, Causality, Machine Learning, Validation, Application.
feature. In the context of causal inference, this random shuffling or placebo is only applied to the treatment variables and not to the outcome or confounding features. Some additional techniques include: Subset validation. In experiments with subset validation, a random subset of the data is