Nonetheless, P values will mostly have a monotonic relationship with posterior probabilities of H0, i.e. smaller P values imply smaller posterior probabilities, and for one tailed tests (e.g. ANOVA F-ratio tests) there may be equivalence between the P values and the posterior probabilities for reasonable sorts of prior distributions. (Casella & Berger 1987)