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In 1981, he co-authored with Darrel Bock and published a paper titled: "Marginal maximum likelihood estimation of item parameters: Application of an EM algorithm" to
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Between 2000 and 2002, he went on leave from
Newcastle to take on the role of chief statistician at the Education Statistics Services Institute in Washington DC.
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in which he discussed GLMMs. It was one of first papers to discuss this topic and has received almost 3,000 citations.
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141:(GLMM), latent class models, and other finite mixture models. Usually, when random effects occur in GLMMs, a
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is an
Australian statistician who specialises in statistical models. He attained his BSc, PhD, and DSc in
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Aitkin's research has been important with regards to different types of mixture models, such as
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307:"Marginal maximum likelihood estimation of item parameters: Application of an EM algorithm"
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structure (a type of structure which does not involve using set distributions) instead.
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for mathematical statistics in 1961, 1966 and 1997, respectively.
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Elected
Members of the International Statistical Institute
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Bock, R. Darrell; Aitkin, Murray (1 December 1981).
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149:is assumed. However, Aitkin uses a
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