Data Science, Instrumental Variables, A B Testing, Causal Inference.
analysis on users segmented by how long they have been on Roblox, we observe something interesting: these impact estimates are not homogeneous. In particular, we notice that Shop engagement has a much stronger impact on experience time for brand new users (signed up less than a week ago). We