Weighted Sampling, Maximum Likelihood and Minimum Divergence Estimators

摘要

This paper explores Maximum Likelihood in parametric models in the context of Sanov type Large Deviation Probabilities. Connexion is stated with minimum divergence estimation under weighted sampling.