Writing Bayes rule in terms of odds. For two [[mutually exclusive and collectively exhaustive]] events $A$ and $B$ the posterior odds are the prior odds times the likelihood ratio (i.e., [[Bayes factor]]). $\text{odds}(A|D) = \text{odds}(A) \frac{P(D|A)}{P(D|B)}$