Sharp bounds on the bias of trimean

摘要

We derive optimal bounds on the bias of approximation of unknown mean of the parent population by Tukey's trimean defined as the weighted average of the sample median and sample quartiles. The bounds are expressed in standard deviation units and the distributions for which the bounds are attained are specified. The results are illustrated with numerical example.