General principles for obtaining the new estimator
The new approximately uniformly minimum variance conditional unbiased estimator (UMVCUE) is based on the Rao‐Blackwell theorem. The UMVCUE is conditional on the selection rule, observed data and a sufficient and complete statistic. For 