two-groups model: (4)where the p-values from the null group are from the Uniform distribution on [0,1], denoted as , and the p-values from the non-null group are from the Beta distribution with parameters (), where . We put the constraint to model that a smaller p-value is more likely than a larger p-value when it is from the non-null group [47].
