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Robust restricted maximum likelihood in mixed linear models

Robust restricted maximum likelihood in mixed linear models

Biometrics 51(4): 1429-1439

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.

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Accession: 009363509

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DOI: 10.2307/2533273

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