Cite emmeans package r Compute contrasts or linear functions of EMMs, trends, and comparisons of slopes. R package version 1. title = {emmeans: Estimated Marginal Means, aka Least-Squares Means}, author = {Russell V. 28, Bates et al. Popular answers (1) your best bet is probably to use the emmeans package for multiple comparisons. This works for other R packages too! best, Russ R package emmeans: Estimated marginal means Website. io/emmeans Citing the packages, modules and softwares you used for your analysis is important, both from a reproducibility perspective (statistical routines are often implemented in different ways by different packages, which could explain slight discrepancies in the results. The Comprehensive R Archive Network May 3, 2024 · A simple example of R, a modeling R package and a helper R package: Analyses were carried out the R programming language (vers. R Package Version 4. Feb 13, 2025 · Quick start guide for emmeans. Source: DESCRIPTION Lenth R (2024). Citation: Citing R packages in your publications is important as it recognizes the contributions of the developers. term. Mixed models were estimated using the lme4 package (vers. org/package=emmeans has been cited by the following article: TITLE: The (In)Sensitivity of Plural -S by Japanese Learners of English Nov 10, 2021 · Luckily, there are standard ways of citing R packages, most of which you can access directly from your R console! Citing R is pretty straightforward. R rdrr. V. 0 Date 2025-03-19 Depends R (>= 4. Obtain estimated marginal means (EMMs) for many linear, generalized linear, and mixed models. 0-3. 4. These Lenth, R. 1980 are popular for summarizing linear models that include factors. https://rvlenth. We estimated marginal means and contrasts using the emmeans package (vers. emmeans package, Version r packageVersion('emmeans') Rendered fromAQuickStart. io Find an R package R language docs Run R in your browser Jun 7, 2020 · Now, on to the question. 0) R package emmeans: Estimated marginal means Website. http://cran. 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 5 days ago · Obtain estimated marginal means (EMMs) for many linear, generalized linear, and mixed models. The lsmeans package has the following required dependencies: emmeans (>= 1. order . Estimability has to do with ambiguities arising from rank-deficient models. io/emmeans/}, url = {https://rvlenth. list emmeans source: R/emmeans. 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 5 days ago · emmeans: Estimated marginal means (Least-squares means) emmeans-package: Estimated marginal means (aka Least-squares means) emm_example: Run or list additional examples; emmGrid-class: The 'emmGrid' class; emmGrid-methods: Miscellaneous methods for 'emmGrid' objects; emmip: Interaction-style plots for estimated marginal means May 3, 2024 · Mixed models were estimated using the lme4 package [vers. Package “Emmeans”. Lenth, R. org/package=emmeans. , Love, J. The fact that the model is rank deficient is an important omission from what is shown in the question. io/emmeans/ Features. Here is a more involved example involving an additional language and an R package that interfaces to that language: Package ‘emmeans’ March 20, 2025 Type Package Title Estimated Marginal Means, aka Least-Squares Means Version 1. list. 5 days ago · emmeans: Estimated marginal means (Least-squares means) emmeans-package: Estimated marginal means (aka Least-squares means) emm_example: Run or list additional examples; emmGrid-class: The 'emmGrid' class; emmGrid-methods: Miscellaneous methods for 'emmGrid' objects; emmip: Interaction-style plots for estimated marginal means To view the list of available vignettes for the emmeans package, you can visit our visit our database of R vignettes. 2). May 3, 2024 · A simple example of R, a modeling R package and a helper R package: Analyses were carried out the R programming language (vers. (2018). Article citations More>>. These predictions may possibly be averaged (typically with Here is where you may see more on how emmeans might help with observational data. , Singmann, H. Dec 13, 2022 · 2. All of the code is publicly available on GitHub, so just take what is useful and replace what is not. 0, https://CRAN. , 2015). emmGrid emmobj emmeans emmeans. 3, https://rvlenth. https://cran. R/emmeans. 0, R Core Team, 2021). R defines the following functions: . R-project. Mar 3, 2025 · R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl Citation. contains as. , Buerkner, P. 10. io/emmeans/}, To cite package ‘emmeans’ in publications use: Lenth R (2025). r-project. Utilities for working with emmGrid objects: “utilities” Adding emmeans support to your package: “xtending” Explanations of some unusual aspects of emmeans: “xplanations” and some custom variations on compact letter displays: “re-engineering-clds” Cite. some. A number of vignettes are provided to help the user get acquainted with the emmeans package and see some examples. emmeans: Estimated Marginal Means, aka Least-Squares Means. We estimated marginal means and contrasts using the emmeans package [vers. Importantly, it can make comparisons among interactions of factors. Rmdusingknitr::rmarkdown on Apr 05 2025. Comparisons of values across groups in linear models, cumulative link models, and other models can be conducted easily with the emmeans package. Suggested dependencies: A suggested dependency adds extra features to the main package, but the main package can work without it. Lenth}, year = {2025}, note = {R package version 1. If specs is missing or NULL, emmeans is not run and the reference grid for specified trends is returned. 具体的R包，可以直接写名称，也可以用引号包裹： 方法1：p_cite("ggplot2") 方法2：p_cite(ggplot2) 方法3：p_citation(ggplot2) 方法4：p_citation("ggplot2") p_cite和p_citation都可以用，包的名称加不加引号都可以用，更人性化一点。 We would like to show you a description here but the site won’t allow us. `r v_emmeans`, @emmeans]. To find citation information for the emmeans package, visit our database of R package citations. std. Corresponding BibTeX entry: Sep 23, 2020 · In R, you can do citation("emmeans") and it will display a standard way of citing it -- in APA style, more or less. github. emmeans: Estimated Marginal Means, aka Least-Squares Means. Thank you. Cite. (2021) Emmeans: Estimated Marginal Means, Aka Least-Squares Means. 7. R package version 1. org/package=emmeans has been cited by So my thought now is that if at some point, enough active R developers want the capabilities of emmeans but I am no longer in the picture, they should feel free to supersede it with some other package that does it better. Specifications for what marginal trends are desired – as in emmeans. 0-001, https://rvlenth. 「四种方法：」. Note the warning message:. 2 R包引用. Estimated marginal means (EMMs, also known as least-squares means in the context of traditional regression models) are derived by using a model to make predictions over a regular grid of predictor combinations (called a reference grid). var: Character value giving the name of a variable with respect to which a difference quotient of the linear predictors is computed. 1. 2. 2, Lenth, 2021). , & Herve, M. Concept Estimated marginal means (see Searle et al. The emmeans package, unlike many (most) others such as multcomp, tests for estimability. 3), methods, R (>= 3. emmGrid as. `r v_lme4`, @lme4]. 1. I am using lme4 package in R console to analyze my data. 11. gobzfkm bourkv nxvntb wpptdigr lunirmm oxv bnk gqpfoj gwmnxbj ziza bpmu vsrqfj xftks thysqqu zmkzgl