Signal Processing by the Nonparametric Maximum-Likelihood Method

The authors propose a class of estimates that are a generalization of maximum-likelihood and $M$-estimates in the nonparamagnetic regression problem. Existence conditions and calculation methods for such estimates are considered, and it is shown that they are consistent.