An interative procedure for estimating fixed effects and variance components in mixed model situations.
PubMedPublished 1 March 1968
E. P. Cunningham, Charles Henderson
Citations37
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Abstract
SUMMARY An iterative procedure is presented for the estimation of constants and variance components in non-orthogonal data conforming to the mixed model. The procedure derives from Henderson's maximum likelihood technique for estimating fixed effects in the mixed model and method 3 for variance component estimation. This derivation is given, and relevant statements of method 3 are given in matrix form. An illustrative example is provided, and the application of the method to a large body of beef cattle data is described. In this application, the estimates of both
Keywords
Biochemistry, Genetics and Molecular Biology
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This paper outlines the analysis for unbalanced data from a two-way classification with one classification considered fixed with a large number of levels in the random classification and a reasonable number of Levels of the fixed classification.
