Hence, in the case of perfect rankings not only is X*
an unbiased estimator, its
variance is always no larger than the variance of the SRS estimator X based on the same
number of measured observations. In fact, this is a strict inequality unless µ(i)
* = µ for
all i = 1, …, k, which is the case only if the judgement rankings are purely random.