sufficient statistic

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(for a parameter)

A statistic that contains all of the information in a sample which is relevant to a point estimate of the parameter. When a sufficient statistic exists the maximum likelihood estimator will be a function of the sufficient statistic.

Subjects: Mathematics.

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