maximum likelihood

noun

1. the probability of randomly drawing a given sample from a population maximized over the possible values of the population parameters
2. the non-Bayesian rule that, given an experimental observation, one should utilize as point estimates of parameters of a distribution those values which give the highest conditional probability to that observation, irrespective of the prior probability assigned to the parameters