Machine Learning, Causal Inference, Data Science, Time Series Analysis, Statistics.
can be misleading for similar reasons — for example, different placements may follow different seasonalities, meaning they are not necessarily comparable. In other words, it is usually very difficult to determine which ad slot would make for a reliable control group. Here are some better methods