Rate of convergence in the maximum likelihood estimation for partial discrete parameter, with applications to the cluster analysis and philology

摘要

The problem of estimation of the distribution parameters on the sample whenthe part of these parameters are discrete (e.g. integer) is considered. Weprove that the rate of convergence of MLE estimates under the naturalconditions on the distribution density is exponentially fast.