Properties of maximum likelihood estimators of variance components in the one-way classification, balanced data
Properties of maximum likelihood estimators of variance components in the one-way classification, balanced data
We studied properties of maximum likelihood estimators (MLEs) of the variance components obtained from balanced data of the one-way classification. Exact and asymptotic expected values and variances of these MLEs were derived under the usual normality assumptions. Numerical studies illustrate these expected values and variances, and also illustrate the probability …