Definition
Unbiased Estimator
Let
be a parameter of a distribution and an estimator built from a random sample. The estimator is unbiased for when its expectation equals the true parameter: equivalently when its bias is zero. Over repeated samples drawn from the same distribution, an unbiased estimator neither systematically overestimates nor underestimates
; it is correct on average.