Power Analysis for Generalised Linear Mixed Models by Simulation

Calculate power for generalised linear mixed models, using simulation. Designed to work with models fit using the 'lme4' package.


Power Analysis for Generalised Linear Mixed Models by Simulation.

A tutorial has been published in Methods in Ecology and Evolution.

If you get the following error, try reinstalling RLRsim. Loading required package: lme4 Loading required package: Matrix Error : object ‘sigma’ is not exported by 'namespace:lme4' Error: package or namespace load failed for ‘simr’

News

  • print, summary, and confint methods for easier access to results
  • log(y) type responses now work
  • added unit tests
  • added citation info
  • added vignette building instructions
  • bugfixes
    • binomial responses
    • lm/glm simulation
    • subsetted data arguments
  • Initial CRAN release.

Reference manual

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install.packages("simr")

1.0.2 by Green Peter, 3 months ago


https://github.com/pitakakariki/simr


Report a bug at https://github.com/pitakakariki/simr/issues


Browse source code at https://github.com/cran/simr


Authors: Green Peter [aut, cre], MacLeod Catriona [aut], Alday Phillip [ctb]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports binom, iterators, pbkrtest, plotrix, plyr, RLRsim, stringr, stats, methods, utils, graphics, grDevices, car

Depends on lme4

Suggests testthat, knitr, rmarkdown, lmerTest


See at CRAN