maximum likelihood


noun statistics

the probability of randomly drawing a given sample from a population maximized over the possible values of the population parameters
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

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Collins English Dictionary - Complete & Unabridged 2012 Digital Edition © William Collins Sons & Co. Ltd. 1979, 1986 © HarperCollins Publishers 1998, 2000, 2003, 2005, 2006, 2007, 2009, 2012