Data Science, Instrumental Variables, A B Testing, Causal Inference.
(hours engaged) is via the variable of interest (Avatar Shop engagement). If we can identify such an instrument, our causal estimation using non-experimental data becomes a lot simpler: any variation in the outcome (Y) correlated with the variation of the variable of interest (X) explained by the