Other packages > Find by keyword >

simr  

Power Analysis for Generalised Linear Mixed Models by Simulation
View on CRAN: Click here


Download and install simr package within the R console
Install from CRAN:
install.packages("simr")

Install from Github:
library("remotes")
install_github("cran/simr")

Install by package version:
library("remotes")
install_version("simr", "1.0.7")



Attach the package and use:
library("simr")
Maintained by
Peter Green
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-11-01
Latest Update: 2023-04-13
Description:
Calculate power for generalised linear mixed models, using simulation. Designed to work with models fit using the 'lme4' package. Described in Green and MacLeod, 2016 <doi:10.1111/2041-210X.12504>.
How to cite:
Peter Green (2015). simr: Power Analysis for Generalised Linear Mixed Models by Simulation. R package version 1.0.7, https://cran.r-project.org/web/packages/simr. Accessed 18 Feb. 2025.
Previous versions and publish date:
1.0.0 (2015-11-01 18:36), 1.0.1 (2016-01-16 07:52), 1.0.2 (2016-11-19 10:16), 1.0.3 (2017-09-29 10:31), 1.0.4 (2018-04-30 12:37), 1.0.5 (2019-01-29 09:50), 1.0.6 (2022-03-08 13:30)
Other packages that cited simr R package
View simr citation profile
Other R packages that simr depends, imports, suggests or enhances
Complete documentation for simr
Functions, R codes and Examples using the simr R package
Some associated functions: doFit . doSim . doTest . extend . getData . lastResult . makeGlmer . modify . powerCurve . powerSim . print.powerSim . simdata . simr-package . simrOptions . tests . 
Some associated R codes: binomial.R . defaults.R . doFit.R . doSim.R . doTest.R . extend.R . extendWithin.R . getData.R . graphics.R . lmerTest.R . maybe.R . modify.R . new.R . oops.R . options.R . powerCurve.R . powerPlot.R . powerSim.R . print.R . progress.R . simr.R . testLibrary.R .  Full simr package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
clustMixType  
k-Prototypes Clustering for Mixed Variable-Type Data
Functions to perform k-prototypes partitioning clustering for mixed variable-type data according to ...
Download / Learn more Package Citations See dependency  
RobustBayesianCopas  
Robust Bayesian Copas Selection Model
Fits the robust Bayesian Copas (RBC) selection model of Bai et al. (2020) for cor ...
Download / Learn more Package Citations See dependency  
MOSS  
Multi-Omic Integration via Sparse Singular Value Decomposition
High dimensionality, noise and heterogeneity among samples and features challenge the omic integrat ...
Download / Learn more Package Citations See dependency  
fclust  
Fuzzy Clustering
Algorithms for fuzzy clustering, cluster validity indices and plots for cluster validity and visuali ...
Download / Learn more Package Citations See dependency  
OptGS  
Near-Optimal Group-Sequential Designs for Continuous Outcomes
Optimal group-sequential designs minimise some function of the expected and maximum sample size whil ...
Download / Learn more Package Citations See dependency  

23,712

R Packages

205,795

Dependencies

64,332

Author Associations

23,631

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA