Causal Inference, Causality, Machine Learning, Validation, Application.
unbiased. In this article, we discuss a few model validation techniques, such as irrelevant confounder and placebo treatment. We discuss why it’s worth checking confidence intervals of causal estimates whenever possible. We also discuss the need for business validation, owing to the critical nature