Sufficient Estimators and Sufficient Statistics
An estimator $\hat{\theta}$ is sufficient if it makes so much use of the information in the sample that no other estimator could extract from the sample, additional information about the population parameter being estimated. The sample mean $\overline{X}$ utilizes all the values included in the sample so it is a …