Other packages > Find by keyword >

mixpower  

Simulation-Based Power Analysis for Mixed-Effects Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("mixpower", "1.1.1")



Attach the package and use:
library("mixpower")
Maintained by
Mixpower Alex Litovchenko
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-02-12
Latest Update: 2026-02-12
Description:
A comprehensive, simulation-based toolkit for power and sample-size analysis for linear and generalized linear mixed-effects models (LMMs and GLMMs). Supports Gaussian, binomial, Poisson, and negative binomial families via 'lme4'; Wald and likelihood-ratio tests; multi-parameter sensitivity grids; power curves and minimum sample-size solvers; parallel evaluation with deterministic seeds; and full reproducibility (manifests, result bundling, and export to CSV/JSON). Delivers thorough diagnostics per run (failure rate, singular-fit rate, effective N) and publication-ready summary tables. References: Bates et al. (2015) "Fitting Linear Mixed-Effects Models Using lme4" <doi:10.18637/jss.v067.i01>; Green and MacLeod (2016) "SIMR: an R package for power analysis of generalized linear mixed models by simulation" <doi:10.1111/2041-210X.12504>.
How to cite:
Mixpower Alex Litovchenko (2026). mixpower: Simulation-Based Power Analysis for Mixed-Effects Models. R package version 1.1.1, https://cran.r-project.org/web/packages/mixpower. Accessed 04 Oct. 2026.
Previous versions and publish date:
(2026-07-09 06:31), 0.1.0 (2026-02-12 09:20)
Other packages that cited mixpower R package
View mixpower citation profile
Other R packages that mixpower depends, imports, suggests or enhances
Complete documentation for mixpower
Functions, R codes and Examples using the mixpower R package
Full mixpower package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

skilljaR  
Connect to Your 'Skilljar' Data
Functions that simplify calls to the 'Skilljar' API. See < ...
Download / Learn more Package Citations See dependency  
plotbb  
Grammar of Graphics for 'base' Plot
Proof of concept for implementing grammar of graphics using base plot. The bbplot() function initial ...
Download / Learn more Package Citations See dependency  
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  
rWishart  
Random Wishart Matrix Generation
An expansion of R's 'stats' random wishart matrix generation. This package allows the user to gener ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

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