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Extended-REML estimators

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  • Youngjo Lee
  • John Nelder

Abstract

Restricted likelihood was originally introduced as the criterion for the estimation of dispersion components in normal mixed linear models. Lee & Nelder (2001a) showed that it can be extended to a much wider class of models via double extended quasi-likelihood. We give a detailed description of the new method and show that it gives an efficient estimation procedure for dispersion components.

Suggested Citation

  • Youngjo Lee & John Nelder, 2003. "Extended-REML estimators," Journal of Applied Statistics, Taylor & Francis Journals, vol. 30(8), pages 845-856.
  • Handle: RePEc:taf:japsta:v:30:y:2003:i:8:p:845-856
    DOI: 10.1080/0266476032000075930
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    Cited by:

    1. Alicja Wolny-Dominiak, 2016. "The hierarchical generalized linear model and the bootstrap estimator of the error of prediction of loss reserves in a non-life insurance company," Papers 1612.04126, arXiv.org.

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