Nonparametric Finite Mixture Models with Possible Shape Constraints: A Cubic Newton Approach

Haoyue Wang, Shibal Ibrahim, Rahul Mazumder

We explore computational aspects of maximum likelihood estimation of the mixture proportions of a nonparametric finite mixture model -- a convex optimization problem with old roots…