Abstract
Based on one observation X from a N(θ, θ) distribution where θ(> 0) is an unknown parameter, this article provides an exact expression of the minimum variance unbiased estimator of θ based on the complete and sufficient statistic ||X||. Even though N(θ, θ)belongs to a one-parameter exponential family, I discuss some small surprises and intricacies that are worth noting.