Estimator

In statistics, an estimator is a rule for calculating an estimate of a given amount based on observed data. The rule (the estimator), the amount that is being measured (the estimand) and its result (the estimate) are different.^[1]

An estimator of a parameter ${\displaystyle \theta }$ is often written as ${\displaystyle {\hat {\theta }}}$.^[2] If the expected value of the estimator is equal to the parameter, then the estimator is called unbiased. Otherwise, it is called biased.^[3]

Related pages

• Efficiency (statistics)