Robust restricted maximum likelihood in mixed linear models

A. M. Richardson*, A. H. Welsh

*Corresponding author for this work

    Research output: Contribution to journalArticlepeer-review

    79 Citations (Scopus)

    Abstract

    Definitions of robust maximum likelihood (robust ML) and robust restricted maximum likelihood (robust REML) are introduced, and the definitions are applied to data from biological and chemical experiments. A simulation study is undertaken to investigate the asymptotic properties of robust ML and robust REML in small samples and to examine the advantages of using robust methods.

    Original languageEnglish
    Pages (from-to)1429-1439
    Number of pages11
    JournalBiometrics
    Volume51
    Issue number4
    DOIs
    Publication statusPublished - 1995

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