Towards a turnkey approach to unbiased Monte Carlo estimation of smooth functions of expectations

Nicolas Chopin, Francesca R. Crucinio, Sumeetpal S. Singh

Given a smooth function $f$, we develop a general approach to turn Monte Carlo samples with expectation $m$ into an unbiased estimate of $f(m)$. Specifically, we develop estimators…