Bayes estimator for multinomial parameters and Bhattacharyya distances

Christopher Ferrie, Robin Blume-Kohout

We derive the Bayes estimator for the parameters of a multinomial distribution under two loss functions ($1-B$ and $1-B^2$) that are based on the Bhattacharyya coefficient $B(\vec{…