Dynamic causal inference with time series data

Tanique Schaffe-Odeleye, Kōsaku Takanashi, Vishesh Karwa +2

We generalize the potential outcome framework to time series with an intervention by defining causal effects on stochastic processes. Interventions in dynamic systems alter not onl…