  We suggest several goodness-of-fit methods which are appropriate with Type-II
right censored data. Our strategy is to transform the original observations
from a censored sample into an approximately i.i.d. sample of normal variates
and then perform a standard goodness-of-fit test for normality on the
transformed observations. A simulation study with several well known parametric
distributions under testing reveals the sampling properties of the methods. We
also provide theoretical analysis of the proposed method.
