Data Science, Analytics, Causal Inference, Towards Data Science.
of the confounders don’t change. Therefore, any change to the outcome metric within the bucket cannot be due to changes in the confounders. This is the essence of why stratification works. We then calculate a new overall comparison by calculating a weighted average of the numbers for each bucket.