"In statistics, maximum likelihood estimation (MLE) is a method of estimating the parameters of an assumed probability distribution, given some observed data. This is achieved by maximizing a likelihood function so that, under the assumed statistical model, the observed data is most probable."
Source: Wikipedia contributors. (2022, August 24). Maximum likelihood estimation. Wikipedia, The Free Encyclopedia.
Online: https://en.wikipedia.org/wiki/Maximum_likelihood_estimation