ADCB: An Alzheimer's disease benchmark for evaluating observational estimators of causal effects

no code implementations • 12 Nov 2021 • Newton Mwai Kinyanjui, Fredrik D. Johansson

Simulators make unique benchmarks for causal effect estimation since they do not rely on unverifiable assumptions or the ability to intervene on real-world systems, but are often too simple to capture important aspects of real applications.

Benchmarking Causal Inference