Faculty Member, Department of Statistics, Kashan University, Iran
Abstract
In this paper, by invoking the generalized normal distribution, which is a generalized exponential family with location and scale parameters, we present a necessary and sufficient condition for the independence of a spatially invariant statistic from a spatially covariant sufficient statistic, which is a maximum likelihood estimator. Finally, we show that the converse is true except in asymptotic cases.
