emmeans
Estimated Marginal Means, aka Least-Squares Means
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
- Version1.10.5
- R version≥ 4.1.0
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?No
- Last release10/14/2024
Documentation
- VignetteA quick-start guide for emmeans
- Vignettesource
- VignetteR code
- VignetteFAQs for emmeans
- Vignettesource
- VignetteR code
- VignetteBasics of EMMs
- Vignettesource
- VignetteR code
- VignetteComparisons and contrasts
- Vignettesource
- VignetteR code
- VignetteConfidence intervals and tests
- Vignettesource
- VignetteR code
- VignetteInteraction analysis in emmeans
- Vignettesource
- VignetteR code
- VignetteWorking with messy data
- Vignettesource
- VignetteR code
- VignetteModels supported by emmeans
- Vignettesource
- VignettePrediction in emmeans
- Vignettesource
- VignetteR code
- VignetteRe-engineering CLDs
- Vignettesource
- VignetteR code
- VignetteSophisticated models in emmeans
- Vignettesource
- VignetteR code
- VignetteTransformations and link functions
- Vignettesource
- VignetteR code
- VignetteUtilities and options
- Vignettesource
- VignetteR code
- VignetteIndex of vignette topics
- Vignettesource
- VignetteExplanations supplement
- Vignettesource
- VignetteR code
- VignetteFor developers: Extending emmeans
- Vignettesource
- VignetteR code
- MaterialREADME
- MaterialNEWS
- In ViewsMixedModels
Team
Russell V. Lenth
Balazs Banfai
Show author detailsRolesContributorBen Bolker
Show author detailsRolesContributorPaul Buerkner
Show author detailsRolesContributorIago Giné-Vázquez
Show author detailsRolesContributorMaxime Herve
Show author detailsRolesContributorMaarten Jung
Show author detailsRolesContributorJonathon Love
Show author detailsRolesContributorFernando Miguez
Show author detailsRolesContributorJulia Piaskowski
Show author detailsRolesContributorHannes Riebl
Show author detailsRolesContributorHenrik Singmann
Show author detailsRolesContributor
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- Depends1 package
- Imports6 packages
- Enhances12 packages
- Suggests30 packages
- Reverse Depends5 packages
- Reverse Imports41 packages
- Reverse Suggests55 packages
- Reverse Enhances1 package