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The analysis of unbalanced linear models with variance components |
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| Authors: | B Engel |
| Institution: | Agricultural Mathematics Group P.O. Box 100 NL-6700 AC Wageningen The Netherlands |
| Abstract: | Statistical inference for fixed effects, random effects and components of variance in an unbalanced linear model with variance components will be discussed. Variance components will be estimated by Restricted Maximum Likelihood. Iterative procedures for computing the estimates, such as Fisher scoring and the EM-algorithm, are described. |
| Keywords: | variance component estimation analysis of variance mixed model REML Fisher scoring EM-algorithm |