Maximum entropy methods for Bayesian analysis in chemistry. This new approach for analysing chemical data will solve problems in deciding the weight of an atom in a chemical compound, whether an athlete took illegal steroids, if a horse has been fed an illegal 'milkshake' of bicarbonate, and if a methamphetamine tablet seized in a nightclub was made from powder found in a clandestine lab.