I. Pigeot

Can synthetic data reproduce real-world findings in epidemiology? A replication study using adversarial random forests

Adversarial random forests (ARF) reliably generates high-quality synthetic data that replicate diverse epidemiological analyses while offering a competitive privacy–utility trade-off.