Biased estimators
In statistics, we mostly use estimators that are unbiased — their error distributions are centred on zero. However you may sometimes meet estimators that are biased — the mean of their error distribution (the bias) is not zero.
Although bias is undesirable, a little bias may be acceptable in an estimator if its standard error is also small.
Estimating the mean of a skew distribution