Causal Inference, Causality, Machine Learning, Validation, Application.
multi-stage estimation is too complex for certain estimators, such as meta learners, it is still possible to get bootstrap confidence intervals, although this process is slow and may not be statistically valid. Sensitivity analysis / Robustness checks The most critical part of causal analysis is to