Package: mlmpower 1.0.9
mlmpower: Power Analysis and Data Simulation for Multilevel Models
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.
Authors:
mlmpower_1.0.9.tar.gz
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mlmpower.pdf |mlmpower.html✨
mlmpower/json (API)
NEWS
# Install 'mlmpower' in R: |
install.packages('mlmpower', repos = c('https://bkeller2.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/bkeller2/mlmpower/issues
Last updated 5 months agofrom:101735ea0a. Checks:6 OK, 3 NOTE. Indexed: yes.
Target | Result | Latest binary |
---|---|---|
Doc / Vignettes | OK | Mar 19 2025 |
R-4.5-win | NOTE | Mar 19 2025 |
R-4.5-mac | NOTE | Mar 19 2025 |
R-4.5-linux | NOTE | Mar 19 2025 |
R-4.4-win | OK | Mar 19 2025 |
R-4.4-mac | OK | Mar 19 2025 |
R-4.4-linux | OK | Mar 19 2025 |
R-4.3-win | OK | Mar 19 2025 |
R-4.3-mac | OK | Mar 19 2025 |
Exports:analyzebetween_binary_predictorbetween_predictorcentercorrelationscross_sectionaleffect_sizefixedgenerateis_validlongitudinalMARMCARoutcomeparameterspower_analysisproductrandomrandom_slopeto_formulawithin_predictorwithin_time_predictor
Dependencies:alabamaanocvabootcliclustercodetoolscolorspaceCompQuadFormcorpcorcpp11diagonalsdistributionaldoParalleldplyrexpmfansifarverforcatsforeachgenericsggdistggplot2ggrepelgluegridExtragtableHLMdiaghmsisobanditeratorsjanitorlabelinglatticelavaanlifecyclelme4lmeresamplerlmerTestlubridatemagrittrMASSMatrixmclustmerDerivmgcvminqamnormtmsmmunsellmvtnormnlmenlmeUnloptrnonnest2npdenumDerivpbivnormpillarpkgconfigplyrpurrrquadprogR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasreshape2rlangsaemixsandwichscalessnakecasestatmodstringistringrsurvivaltibbletidyrtidyselecttimechangeutf8varTestnlmevctrsviridisLitewithrzoo