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In statistics, maximum-likelihood estimation (MLE) is a method of estimating the parameters of a statistical model given data.The method of maximum likelihood corresponds to many well-known estimation methods in statistics. For example, one may be interested in the heights of adult female penguins, but be unable to measure the height of every single penguin in a population due to cost or time constraints.

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  • In statistics, maximum-likelihood estimation (MLE) is a method of estimating the parameters of a statistical model given data.The method of maximum likelihood corresponds to many well-known estimation methods in statistics. For example, one may be interested in the heights of adult female penguins, but be unable to measure the height of every single penguin in a population due to cost or time constraints.
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