Improving approximate Bayesian computation via quasi-Monte Carlo

Alexander Buchholz, Nicolas Chopin

ABC (approximate Bayesian computation) is a general approach for dealing with models with an intractable likelihood. In this work, we derive ABC algorithms based on QMC (quasi- Mon…