Unbiased and Efficient Log-Likelihood Estimation with Inverse Binomial Sampling

Bas van Opheusden, Luigi Acerbi, Wei Ji Ma

The fate of scientific hypotheses often relies on the ability of a computational model to explain the data, quantified in modern statistical approaches by the likelihood function.…