Youden's Index and the Weight of Evidence
G. Hughes · Methods of Information in Medicine · 2015
By means of Shannon's relationship between information and probability, Youden's index for rating diagnostic tests is shown to be a probability-scale analogue of the log-likelihood ratio of a positive test outcome.