Control variates for variance-reduced ratio of means estimators

Louison Bocquet-Nouaille, Jérôme Morio, Benjamin Bobbia

The control variates method is a classical variance reduction technique for Monte Carlo estimators that exploits correlated auxiliary variables without introducing bias. In many ap…