DoTime: A Synthetic Benchmark Generator for Interventional and Counterfactual Time Series

Dennis Thumm, Billy Tim Anthony, Ying Chen

Most benchmarks for causal inference over time series are observational, small, or domain-specific, leaving interventional and counterfactual estimation under-served exactly where…