Maximum Likelihood Estimators
From Jane Harvill
The method of maximum likelihood is, by far, the most popular technique for deriving estimators. It is based on finding a function of the data at which the likelihood achieves a global maximum. In this lesson, the method of maximum likelihood is described and illustrated through three examples. The final topic is the invariance property of MLEs.