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maximum likelihood

British  

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

"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

Example Sentences

Examples are provided to illustrate real-world usage of words in context. Any opinions expressed do not reflect the views of Dictionary.com.

Yang, Z. PAML: a program package for phylogenetic analysis by maximum likelihood.

From Nature • May 8, 2018

Thus, BEAST2 can know that certain topologies are unlikely or impossible, whereas maximum likelihood cannot and thus inherently has greater uncertainty regarding tree topology.

From Nature • May 8, 2018

Secker, J. & Harris, W. E. A maximum likelihood analysis of globular cluster luminosity distributions in the Virgo ellipticals.

From Nature • Mar. 11, 2018

We then used the method of maximum likelihood to estimate the age distributions.

From Nature • Nov. 14, 2017

Nodes with bootstrap support values of at least 70 from the maximum likelihood analysis and posterior probabilities of at least 0.95 from the Bayesian analysis are indicated with asterisks.

From Nature • Dec. 25, 2016

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