Suppose I have a categorical distribution with 4 possible states and I want a Dirichlet distribution over it and I want every discrete state to be equally probable.
I am slightly confused about the concentration parameter. I want to make all the states equally likely, what should the concentration parameter be? Should it be a vector of ones?
[1, 1, 1, 1]
