Machine Learning, Causal Inference, Data Science, Time Series Analysis, Statistics.
OpenRTB request but want to know what effect this will have on our revenue. How can we make sure we estimate the true causal effect and not some spurious correlation or noise? First, here are some naive and generally unreliable methods that show what can go wrong in the absence of causal inference