emmeans: Estimated Marginal Means, aka Least-Squares Means

Canonical link: https://rscholar.com/pkg/emmeans

Russell V. Lenth • Ben Bolker • Paul Buerkner • Iago Giné-Vázquez • Maxime Herve • Maarten Jung • Jonathon Love • Fernando Miguez • Julia Piaskowski • Hannes Riebl • Henrik Singmann • View description and downloads View dependencies GitHub project

2017 Published

1.10.6 Version

0 Citations

11 Authors

Referenced by ⇅	Year
CTP: Closed Testing Procedure (CTP) (Version 3.0.1)	2020
truthiness: Illusory Truth Longitudinal Study (Version 1.2.5)	2021
DBERlibR: Automated Assessment Data Analysis for Discipline-Based Education Research (Version 0.1.3)	2022
gfilmm: Generalized Fiducial Inference for Normal Linear Mixed Models (Version 2.0.5)	2020
brms.mmrm: Bayesian MMRMs using 'brms' (Version 1.1.1)	2023
brms: Bayesian Regression Models using 'Stan' (Version 2.22.0)	2015
broom.helpers: Helpers for Model Coefficients Tibbles (Version 1.17.0)	2020
broom: Convert Statistical Objects into Tidy Tibbles (Version 1.0.7)	2014
bruceR: Broadly Useful Convenient and Efficient R Functions (Version 2024.6)	2021
nlraa: Nonlinear Regression for Agricultural Applications (Version 1.9.7)	2020
AOboot: Bootstrapping in Different One-Way and Two-Way ANOVA (Version 0.1.1)	2024
ARTool: Aligned Rank Transform (Version 0.11.1)	2014
AgroR: Experimental Statistics and Graphics for Agricultural Sciences (Version 1.3.6)	2021
BrailleR: Improved Access for Blind Users (Version 1.0.2)	2012
FactoMineR: Multivariate Exploratory Data Analysis and Data Mining (Version 2.11)	2006
GGally: Extension to 'ggplot2' (Version 2.2.1)	2010
GLMMadaptive: Generalized Linear Mixed Models using Adaptive Gaussian Quadrature (Version 0.9-1)	2018
JWileymisc: Miscellaneous Utilities and Functions (Version 1.4.1)	2016
LabApplStat: Miscellaneous Scripts from the Data Science Laboratory (UCPH) (Version 1.4.4)	2021
LongDat: A Tool for 'Covariate'-Sensitive Longitudinal Analysis on 'omics' Data (Version 1.1.3)	2022
OlinkAnalyze: Facilitate Analysis of Proteomic Data from Olink (Version 4.0.2)	2022
PowerTOST: Power and Sample Size for (Bio)Equivalence Studies (Version 1.5-6)	2010
RRphylo: Phylogenetic Ridge Regression Methods for Comparative Studies (Version 2.8.1)	2018
RVAideMemoire: Testing and Plotting Procedures for Biostatistics (Version 0.9-83-7)	2011
RoBMA: Robust Bayesian Meta-Analyses (Version 3.2.0)	2020
SDLfilter: Filtering and Assessing the Sample Size of Tracking Data (Version 2.3.3)	2018
SimplyAgree: Flexible and Robust Agreement and Reliability Analyses (Version 0.2.0)	2021
StroupGLMM: R Codes and Datasets for Generalized Linear Mixed Models: Modern Concepts, Methods and Applications by Walter W. Stroup (Version 0.3.0)	2016
Superpower: Simulation-Based Power Analysis for Factorial Designs (Version 0.2.0)	2020
afex: Analysis of Factorial Experiments (Version 1.4-1)	2012
agriTutorial: Tutorial Analysis of Some Agricultural Experiments (Version 0.1.5)	2018
agridat: Agricultural Datasets (Version 1.24)	2011
agriutilities: Utilities for Data Analysis in Agriculture (Version 1.2.0)	2023
asremlPlus: Augments 'ASReml-R' in Fitting Mixed Models and Packages Generally in Exploring Prediction Differences (Version 4.4.43)	2015
augmentedRCBD: Analysis of Augmented Randomised Complete Block Designs (Version 0.1.7)	2018
bayestestR: Understand and Describe Bayesian Models and Posterior Distributions (Version 0.15.0)	2019
biometryassist: Functions to Assist Design and Analysis of Agronomic Experiments (Version 1.2.1)	2022
cardx: Extra Analysis Results Data Utilities (Version 0.2.2)	2024
catregs: Post-Estimation Functions for Generalized Linear Mixed Models (Version 1.2.2)	2024
catseyes: Create Catseye Plots Illustrating the Normal Distribution of the Means (Version 0.2.5)	2019
dataquieR: Data Quality in Epidemiological Research (Version 2.1.0)	2021
datawizard: Easy Data Wrangling and Statistical Transformations (Version 0.13.0)	2021
distdichoR: Distributional Method for the Dichotomisation of Continuous Outcomes (Version 0.1-1)	2018
eda4treeR: Experimental Design and Analysis for Tree Improvement (Version 1.1.0)	2018
effectsize: Indices of Effect Size (Version 1.0.0)	2019
estimatr: Fast Estimators for Design-Based Inference (Version 1.0.4)	2018
fddm: Fast Implementation of the Diffusion Decision Model (Version 1.0-2)	2020
fixest: Fast Fixed-Effects Estimations (Version 0.12.1)	2019
ggeffects: Create Tidy Data Frames of Marginal Effects for 'ggplot' from Model Outputs (Version 2.0.0)	2017
ggstats: Extension to 'ggplot2' for Plotting Stats (Version 0.7.0)	2022
glmmSeq: General Linear Mixed Models for Gene-Level Differential Expression (Version 0.5.5)	2021
glmmTMB: Generalized Linear Mixed Models using Template Model Builder (Version 1.1.10)	2017
grafify: Easy Graphs for Data Visualisation and Linear Models for ANOVA (Version 4.0.1)	2022
gtsummary: Presentation-Ready Data Summary and Analytic Result Tables (Version 2.0.4)	2019
healthequal: Compute Summary Measures of Health Inequality (Version 1.0.1)	2024
iNZightPlots: Graphical Tools for Exploring Data with 'iNZight' (Version 2.15.3)	2020
ibd: Incomplete Block Designs (Version 1.6)	2013
insight: Easy Access to Model Information for Various Model Objects (Version 1.0.0)	2019
inti: Tools and Statistical Procedures in Plant Science (Version 0.6.6)	2020
jmv: The 'jamovi' Analyses (Version 2.5.6)	2017
lavaSearch2: Tools for Model Specification in the Latent Variable Framework (Version 2.0.3)	2018
logistf: Firth's Bias-Reduced Logistic Regression (Version 1.26.0)	2003
lsmeans: Least-Squares Means (Version 2.30-0)	2012
marginaleffects: Predictions, Comparisons, Slopes, Marginal Means, and Hypothesis Tests (Version 0.24.0)	2021
mbbe: Model Based Bio-Equivalence (Version 0.1.0)	2024
mclogit: Multinomial Logit Models, with or without Random Effects or Overdispersion (Version 0.9.6)	2010
metafor: Meta-Analysis Package for R (Version 4.6-0)	2009
mi4p: Multiple Imputation for Proteomics (Version 1.2)	2021
mmrm: Mixed Models for Repeated Measures (Version 0.3.14)	2022
modelbased: Estimation of Model-Based Predictions, Contrasts and Means (Version 0.8.9)	2020
multid: Multivariate Difference Between Two Groups (Version 1.0.0)	2021
multilevelcoda: Estimate Bayesian Multilevel Models for Compositional Data (Version 1.3.1)	2023
multpois: Analyze Nominal Response Data with the Multinomial-Poisson Trick (Version 0.2.0)	2024
papaja: Prepare American Psychological Association Journal Articles with R Markdown (Version 0.1.3)	2022
parameters: Processing of Model Parameters (Version 0.24.0)	2019
peramo: Permutation Tests for Randomization Model (Version 0.1.3)	2022
piecewiseSEM: Piecewise Structural Equation Modeling (Version 2.3.0.1)	2015
pubh: A Toolbox for Public Health and Epidemiology (Version 2.0.0)	2018
pwr4exp: Power Analysis for Research Experiments (Version 0.1.0)	2024
r2rtf: Easily Create Production-Ready Rich Text Format (RTF) Table and Figure (Version 1.1.1)	2020
rbmi: Reference Based Multiple Imputation (Version 1.3.1)	2022
rempsyc: Convenience Functions for Psychology (Version 0.1.8)	2022
report: Automated Reporting of Results and Statistical Models (Version 0.5.9)	2021
robustlmm: Robust Linear Mixed Effects Models (Version 3.3-1)	2013
rsm: Response-Surface Analysis (Version 2.10.5)	2008
rstatix: Pipe-Friendly Framework for Basic Statistical Tests (Version 0.7.2)	2019
rtpcr: qPCR Data Analysis (Version 2.0.0)	2024
s20x: Functions for University of Auckland Course STATS 201/208 Data Analysis (Version 3.1-40)	2008
sdmTMB: Spatial and Spatiotemporal SPDE-Based GLMMs with 'TMB' (Version 0.6.0)	2023
see: Model Visualisation Toolbox for 'easystats' and 'ggplot2' (Version 0.9.0)	2019
seedreg: Regression Analysis for Seed Germination as a Function of Temperature (Version 1.0.3)	2021
semTools: Useful Tools for Structural Equation Modeling (Version 0.5-6)	2012
spmodel: Spatial Statistical Modeling and Prediction (Version 0.9.0)	2022
standardize: Tools for Standardizing Variables for Regression in R (Version 0.2.2)	2017
statforbiology: Tools for Data Analyses in Biology (Version 0.9.9)	2024
statgenGxE: Genotype by Environment (GxE) Analysis (Version 1.0.9)	2020
statgenSTA: Single Trial Analysis (STA) of Field Trials (Version 1.0.14)	2020
survstan: Fitting Survival Regression Models via 'Stan' (Version 0.0.7.1)	2023
tern.gee: Tables and Graphs for Generalized Estimating Equations (GEE) Model Fits (Version 0.1.5)	2023
tern.mmrm: Tables and Graphs for Mixed Models for Repeated Measures (MMRM) (Version 0.3.2)	2023
tern: Create Common TLGs Used in Clinical Trials (Version 0.9.6)	2023
tidybayes: Tidy Data and 'Geoms' for Bayesian Models (Version 3.0.7)	2018
tidystats: Save Output of Statistical Tests (Version 0.6.2)	2017

RPKG Scholar presents a tabulation of an author's contribution in the development of R packages stored in the Comprehensive R Archive Network (CRAN). Within this site, we consider package dependencies (suggests,imports,depends,enhances) as citations because we believe that using one's package to develop another is tantamount to citing the author of the package being imported, suggested or enhanced.