3. The 1-Way Classification

  1. Shayle R. Searle,
  2. George Casella and
  3. Charles E. McCulloch

Published Online: 27 MAY 2008

DOI: 10.1002/9780470316856.ch3

Variance Components

Variance Components

How to Cite

Searle, S. R., Casella, G. and McCulloch, C. E. (2008) The 1-Way Classification, in Variance Components, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470316856.ch3

Publication History

  1. Published Online: 27 MAY 2008
  2. Published Print: 13 MAR 1992

ISBN Information

Print ISBN: 9780471621621

Online ISBN: 9780470316856

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Keywords:

  • datient data;
  • variance components;
  • residual error;
  • model equation;
  • second-moment properties

Summary

The prelims comprise:

  • The model

  • Matrix formulation of the model

  • Estimating the mean

  • Predicting random effects

  • ANOVA estimation-balanced data

  • ANOVA estimation-unbalanced data

  • Maximum likelihood estimation (MLE)

  • Restricted maximum likelihood estimation (REML)

  • Bayes estimation

  • A summary

  • Exercises