Data Science, Analytics, Causal Inference, Editors Pick.
customers with more than five purchases, multi-channel customers spent only a modest 2.8% more than single-channel customers! Given this dramatic discrepancy between the original 30% number and the adjusted (de-confounded) number of 2%, it is unlikely that there is a significant causal effect due