Improved control of Dirichlet location and scale near the boundary

Catherine Xue, Alessandro Zito, Jeffrey W. Miller

Dirichlet distributions are commonly used for modeling vectors in a probability simplex. When used as a prior or a proposal distribution, it is natural to set the mean of a Dirichl…