ABSTRACT

Maximum likelihood estimation (MLE) is one of the basic techniques of classical statistics. In this chapter, we discuss several problems that use MLE techniques. Note: Almost all the derivations of maximum likelihood estimates in this chapter require calculus, and most require multivariable calculus. The derivations appear at the end of each section. The results are more important than following the derivations.