Meaning of maximum likelihood estimation

max'imum like'lihood estima"tion

Pronunciation: [key]
  1. a method of estimating population characteristics from a sample by choosing the values of the parameters that will maximize the probability of getting the particular sample actually obtained from the population.
Random House Unabridged Dictionary, Copyright © 1997, by Random House, Inc., on Infoplease.