Nonexistence of Maximum Likelihood Estimation of Variance Components in Some Stochastic Models

Abstract

AbstractAlthough maximum likelihood has been widely used to estimate unknown parameters in stochastic models of random errors, we show that the method cannot be used to estimate variance components...