4. Balanced Data

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

Published Online: 27 MAY 2008

DOI: 10.1002/9780470316856.ch4

Variance Components

Variance Components

How to Cite

Searle, S. R., Casella, G. and McCulloch, C. E. (1992) Balanced Data, in Variance Components, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470316856.ch4

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:

  • variance components;
  • population;
  • random effects factors;
  • nested factor;
  • balanced data

Summary

The prelims comprise:

  • Establishing analysis of variance tables

  • Expected mean squares, E(MS)

  • The 2-way crossed classification

  • ANOVA estimation

  • Normality assumptions

  • A matrix formulation of mixed models

  • Maximum likelihood estimation (ML)

  • Restricted maximum likelihood

  • Estimating fixed effects in mixed models

  • Summary

  • Exercises