Difference In Difference, Observational Studies, Causal Inference, Instrumental Variable, Regression.
increasing number of friends is not a intervention that can be manually implemented Linear regression doesn’t work because we don’t have enough historical data and domain knowledge to include all confounders. IV stand up: “frequency of sending invitation” can be an example of instrumental variable.