Data Science, Analytics, Causal Inference, Towards Data Science.
visitors clicking on recommendations. Therefore, the mix of New and Returning within the “Clicked” and “Didn’t click” groups would have been identical, preventing the distortion we saw above) Step 3: Calculate an adjusted overall comparison number. We “deconfound” by using the same weights in both