This section provides an overview of a likelihood-based approach to general linear mixed models. This approach simplifies and unifies many common statistical analyses, including those involving ...
The following data are from Pothoff and Roy (1964) and consist of growth measurements for 11 girls and 16 boys at ages 8, 10, 12, and 14. Some of the observations are suspect (for example, the third ...
"First edition published in 2006." 1. Introduction -- What are linear mixed models (LMMs)? -- Models with random effects for clustered data -- Models for longitudinal or repeated-measures data -- A ...
Genome-wide association studies (GWAS) are a standard approach for studying the genetics of natural variation. A major concern in GWAS is the need to account for the complicated dependence structure ...
This is a preview. Log in through your library . Abstract This paper gives a self-contained analysis of a mixed model for regressions. The model differs from the ...
Journal of the Royal Statistical Society. Series C (Applied Statistics), Vol. 62, No. 4 (AUGUST 2013), pp. 515-534 (20 pages) Auditory localization experiments are conducted to evaluate human ability ...
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