Machine Learning, Causal Inference, Data Science, Time Series Analysis, Statistics.
and without the need for random assignments. Such situations often occur naturally or passively in practice, for example, when an external shock makes an impact on the entirety of the group. But that means it is also possible to design an experiment around an active intervention, and such