emmeans: Estimated Marginal Means, aka Least-Squares Means

Canonical link: https://scholar.rpkg.net/pkg/emmeans

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

2017 Published

1.10.1 Version

0 Citations

10 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
multilevelcoda: Estimate Bayesian Multilevel Models for Compositional Data (Version 1.2.3)	2023
ggeffects: Create Tidy Data Frames of Marginal Effects for 'ggplot' from Model Outputs (Version 1.5.2)	2017
ggstats: Extension to 'ggplot2' for Plotting Stats (Version 0.6.0)	2022
ARTool: Aligned Rank Transform (Version 0.11.1)	2014
AgroR: Experimental Statistics and Graphics for Agricultural Sciences (Version 1.3.5)	2021
BrailleR: Improved Access for Blind Users (Version 1.0.2)	2012
FactoMineR: Multivariate Exploratory Data Analysis and Data Mining (Version 2.10)	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
LMMstar: Repeated Measurement Models for Discrete Times (Version 1.0.1)	2021
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 1.1.2)	2022
OlinkAnalyze: Facilitate Analysis of Proteomic Data from Olink (Version 3.7.0)	2022
PowerTOST: Power and Sample Size for (Bio)Equivalence Studies (Version 1.5-6)	2010
RRphylo: Phylogenetic Ridge Regression Methods for Comparative Studies (Version 2.8.0)	2018
RVAideMemoire: Testing and Plotting Procedures for Biostatistics (Version 0.9-83-7)	2011
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
Superpower: Simulation-Based Power Analysis for Factorial Designs (Version 0.2.0)	2020
afex: Analysis of Factorial Experiments (Version 1.3-1)	2012
agriTutorial: Tutorial Analysis of Some Agricultural Experiments (Version 0.1.5)	2018
agridat: Agricultural Datasets (Version 1.23)	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 4.4.32)	2015
augmentedRCBD: Analysis of Augmented Randomised Complete Block Designs (Version 0.1.7)	2018
bayestestR: Understand and Describe Bayesian Models and Posterior Distributions (Version 0.13.2)	2019
biometryassist: Functions to Assist Design and Analysis of Agronomic Experiments (Version 1.1.3)	2022
brms.mmrm: Bayesian MMRMs using 'brms' (Version 0.1.0)	2023
brms: Bayesian Regression Models using 'Stan' (Version 2.21.0)	2015
broom.helpers: Helpers for Model Coefficients Tibbles (Version 1.15.0)	2020
broom: Convert Statistical Objects into Tidy Tibbles (Version 1.0.5)	2014
bruceR: Broadly Useful Convenient and Efficient R Functions (Version 2023.9)	2021
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 0.10.0)	2021
distdichoR: Distributional Method for the Dichotomisation of Continuous Outcomes (Version 0.1-1)	2018
eda4treeR: Experimental Design and Analysis for Tree Improvement (Version 0.6.0)	2018
effectsize: Indices of Effect Size (Version 0.8.7)	2019
estimatr: Fast Estimators for Design-Based Inference (Version 1.0.4)	2018
fixest: Fast Fixed-Effects Estimations (Version 0.11.2)	2019
gfilmm: Generalized Fiducial Inference for Normal Linear Mixed Models (Version 2.0.5)	2020
glmmTMB: Generalized Linear Mixed Models using Template Model Builder (Version 1.1.9)	2017
glmmSeq: General Linear Mixed Models for Gene-Level Differential Expression (Version 0.5.5)	2021
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 1.7.2)	2019
healthequal: Compute Summary Measures of Health Inequality (Version 1.0.0)	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 0.19.10)	2019
inti: Tools and Statistical Procedures in Plant Science (Version 0.6.4)	2020
jmv: The 'jamovi' Analyses (Version 2.4.11)	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 0.19.0)	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 1.1)	2021
mmrm: Mixed Models for Repeated Measures (Version 0.3.11)	2022
modelbased: Estimation of Model-Based Predictions, Contrasts and Means (Version 0.8.7)	2020
multid: Multivariate Difference Between Two Groups (Version 1.0.0)	2021
nlraa: Nonlinear Regression for Agricultural Applications (Version 1.9.7)	2020
papaja: Prepare American Psychological Association Journal Articles with R Markdown (Version 0.1.2)	2022
parameters: Processing of Model Parameters (Version 0.21.6)	2019
peramo: Permutation Tests for Randomization Model (Version 0.1.3)	2022
piecewiseSEM: Piecewise Structural Equation Modeling (Version 2.3.0)	2015
pubh: A Toolbox for Public Health and Epidemiology (Version 1.3.2)	2018
r2rtf: Easily Create Production-Ready Rich Text Format (RTF) Table and Figure (Version 1.1.1)	2020
rbmi: Reference Based Multiple Imputation (Version 1.2.6)	2022
rempsyc: Convenience Functions for Psychology (Version 0.1.7)	2022
report: Automated Reporting of Results and Statistical Models (Version 0.5.8)	2021
robustlmm: Robust Linear Mixed Effects Models (Version 3.3-1)	2013
rsm: Response-Surface Analysis (Version 2.10.4)	2008
rstatix: Pipe-Friendly Framework for Basic Statistical Tests (Version 0.7.2)	2019
rtpcr: qPCR Data Analysis (Version 1.0.3)	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 0.5.0)	2023
see: Model Visualisation Toolbox for 'easystats' and 'ggplot2' (Version 0.8.3)	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
sjstats: Collection of Convenient Functions for Common Statistical Computations (Version 0.18.2)	2016
standardize: Tools for Standardizing Variables for Regression in R (Version 0.2.2)	2017
statgenGxE: Genotype by Environment (GxE) Analysis (Version 1.0.7)	2020
statgenSTA: Single Trial Analysis (STA) of Field Trials (Version 1.0.12)	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 0.1.3)	2023
tern.mmrm: Tables and Graphs for Mixed Models for Repeated Measures (MMRM) (Version 0.3.0)	2023
tern: Create Common TLGs Used in Clinical Trials (Version 0.9.4)	2023
tidybayes: Tidy Data and 'Geoms' for Bayesian Models (Version 3.0.6)	2018
tidystats: Save Output of Statistical Tests (Version 0.6.1)	2017

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