datasetOct 20, 2017Closed access

emmeans: Estimated Marginal Means, aka Least-Squares Means

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Abstract

Obtain estimated marginal means (EMMs) for many linear, generalized linear, and mixed models. Compute contrasts or linear functions of EMMs, trends, and comparisons of slopes. Plots and other displays. Least-squares means are discussed, and the term "estimated marginal means" is suggested, in Searle, Speed, and Milliken (1980) Population marginal means in the linear model: An alternative to least squares means, The American Statistician 34(4), 216-221 <doi:10.1080/00031305.1980.10483031>.

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Topics & keywords

Keywords
  • AKA
  • Least-squares function approximation
  • Statistics
  • Mathematics
  • Econometrics
  • Computer science
  • Library science
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