5. Analysis of Variance Estimation for Unbalanced Data

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

Published Online: 27 MAY 2008

DOI: 10.1002/9780470316856.ch5

Variance Components

Variance Components

How to Cite

Searle, S. R., Casella, G. and McCulloch, C. E. (1992) Analysis of Variance Estimation for Unbalanced Data, in Variance Components, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470316856.ch5

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:

  • unbalanced data;
  • variance components;
  • maximum likelihood;
  • mean squares;
  • connected data

Summary

The prelims comprise:

  • Model formulation

  • ANOVA estimation

  • Henderson's Method I

  • Henderson's Method II

  • Henderson's Method III

  • Method III applied to the 2-way crossed classification

  • Nested models

  • Other forms of ANOVA estimation

  • Comparing different forms of ANOVA estimation

  • Estimating fixed effects in mixed models

  • Summary

  • Exercises