 Sufficient statistic

A statistic $T$ is sufficient for a parameter when the conditional distribution of the full data given $T$ is independent of that parameter.

A **sufficient statistic** is a concept in statistics that refers to a statistic that captures all the information needed to estimate a parameter of a statistical model.