Data Science, Analytics, Causal Inference, Towards Data Science.
their use of randomization, a comparison like the one above is unlikely to come from a randomized test since you can’t force visitors to click on product recommendations. The visitors must have self-selected. Potential confounders. The obvious one is the visitor’s prior history. If they are a loyal