CRAN/E | mlmpower

mlmpower

Power Analysis and Data Simulation for Multilevel Models

Installation

About

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.

github.com/bkeller2/mlmpower
Bug report File report

Key Metrics

Version 1.0.8
R ≥ 4.0.0
Published 2024-04-02 160 days ago
Needs compilation? no
License GPL-3
CRAN checks mlmpower results

Downloads

Yesterday 4 -20%
Last 7 days 51 -16%
Last 30 days 298 -6%
Last 90 days 939 -26%
Last 365 days 4.086 +317%

Maintainer

Maintainer

Brian T. Keller

Authors

Brian T. Keller

aut / cre / cph

Material

README
NEWS
Reference manual
Package source

Vignettes

Using 'mlmpower' Package to Conduct Multilevel Power Analysis

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

mlmpower archive

Depends

R ≥ 4.0.0

Imports

cli
lme4
lmerTest
varTestnlme

Suggests

knitr
rmarkdown