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The analysis of unbalanced linear models with variance components

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  • B. Engel

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.

Suggested Citation

  • B. Engel, 1990. "The analysis of unbalanced linear models with variance components," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 44(4), pages 195-219, December.
    • Handle: RePEc:bla:stanee:v:44:y:1990:i:4:p:195-219
    DOI: 10.1111/j.1467-9574.1990.tb01282.x
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    Cited by:

    1. Han Dobben & Pieter Slim, 2012. "Past and future plant diversity of a coastal wetland driven by soil subsidence and climate change," Climatic Change, Springer, vol. 110(3), pages 597-618, February.

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