Abstract
The choice of the summary statistics in Bayesian inference and in particular in ABC is paramount to produce a valid outcome. We examine necessary and sufficient conditions on those statistics for a corresponding Bayes factor to be convergent. The conditions thus obtained are then usable in ABC settings to determine which summary statistics are appropriate, following a standard Monte Carlo validation.