Estimation of quantiles of the distribution of an exponential-type ran
dom variable is studied. The quantile estimate is chosen from a class
of linear combinations of extremal order statistics. The minimum-varia
nce estimate is expressed in explicit form. The power function of a no
rmal (or can exponential) random variable is shown to be of exponentia
l type. Results are illustrated with two numerical examples.