Realizing Common Random Numbers: Event-Keyed Hashing for Causally Valid Stochastic Models

Vince Buffalo, Carl A. B. Pearson, Daniel Klein

Agent-based models (ABMs) are widely used to estimate causal treatment effects via paired counterfactual simulation. A standard variance reduction technique is common random number…