A physical quantity is measured using the estimator S, which is a function of the elements
of a sample,
. The difference between the expectation value of the estimator, E(S), and the true value
of the physical quantity is the bias of the estimator:
. The estimator is unbiased if
. For the relation between bias and variance of an estimator, see Bishop95.