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mlmpower  

Power Analysis and Data Simulation for Multilevel Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("mlmpower", "1.0.10")



Attach the package and use:
library("mlmpower")
Maintained by
Brian T. Keller
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-04-26
Latest Update: 2025-05-07
Description:
A declarative language for specifying multilevel models, solving for population parameters based on specified variance-explained effect size measures, generating data, and conducting power analyses to determine sample size recommendations. The specification allows for any number of within-cluster effects, between-cluster effects, covariate effects at either level, and random coefficients. Moreover, the models do not assume orthogonal effects, and predictors can correlate at either level and accommodate models with multiple interaction effects.
How to cite:
Brian T. Keller (2023). mlmpower: Power Analysis and Data Simulation for Multilevel Models. R package version 1.0.10, https://cran.r-project.org/web/packages/mlmpower. Accessed 25 Jun. 2026.
Previous versions and publish date:
1.0.0 (2023-04-26 08:10), 1.0.1 (2023-05-04 16:40), 1.0.2 (2023-06-19 10:20), 1.0.3 (2023-11-08 00:20), 1.0.4 (2024-01-09 02:10), 1.0.5 (2024-01-29 10:20), 1.0.6 (2024-03-15 19:20), 1.0.7 (2024-03-29 19:00), 1.0.8 (2024-04-03 01:05), 1.0.9 (2024-10-20 23:00), 1.0.10 (2025-05-07 20:10)
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View mlmpower citation profile
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Complete documentation for mlmpower
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