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LMERConvenienceFunctions  

Model Selection and Post-Hoc Analysis for (G)LMER Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("LMERConvenienceFunctions", "3.0")



Attach the package and use:
library("LMERConvenienceFunctions")
Maintained by
"Antoine Tremblay, Statistics Canada"
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2010-11-13
Latest Update: 2020-10-06
Description:
The main function of the package is to perform backward selection of fixed effects, forward fitting of the random effects, and post-hoc analysis using parallel capabilities. Other functionality includes the computation of ANOVAs with upper- or lower-bound p-values and R-squared values for each model term, model criticism plots, data trimming on model residuals, and data visualization. The data to run examples is contained in package LCF_data.
How to cite:
"Antoine Tremblay, Statistics Canada" (2010). LMERConvenienceFunctions: Model Selection and Post-Hoc Analysis for (G)LMER Models. R package version 3.0, https://cran.r-project.org/web/packages/LMERConvenienceFunctions. Accessed 23 Jul. 2026.
Previous versions and publish date:
1.0 (2010-11-13 16:18), 1.1 (2010-11-14 16:57), 1.2 (2010-12-16 10:30), 1.3 (2011-04-28 22:03), 1.4 (2011-04-30 14:40), 1.5.2 (2011-05-23 09:06), 1.5.3 (2011-06-15 19:50), 1.5 (2011-05-17 06:39), 1.6.1 (2011-06-24 18:57), 1.6.2 (2011-06-29 11:41), 1.6.3 (2011-07-23 15:02), 1.6.5 (2011-11-04 21:14), 1.6.6 (2011-11-17 12:25), 1.6.7 (2011-12-13 09:36), 1.6.8.2 (2012-04-12 17:42), 1.6.8.3 (2012-05-28 21:09), 1.6 (2011-06-22 22:30), 1.7 (2013-01-01 07:39), 2.0 (2013-04-10 23:24), 2.1 (2013-09-24 22:19), 2.4 (2013-11-30 06:43), 2.5 (2013-12-14 19:48), 2.10 (2015-01-31 18:06), (2026-07-09 08:08)
Other packages that cited LMERConvenienceFunctions R package
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Complete documentation for LMERConvenienceFunctions
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