LMERConvenienceFunctions

Model Selection and Post-Hoc Analysis for (G)LMER Models

CRAN Package

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.

  • Version3.0
  • R versionunknown
  • LicenseGPL-2
  • Needs compilation?No
  • Last release10/06/2020

Documentation


Team

  • Antoine Tremblay, Statistics Canada, and Johannes Ransijn, University of Copenhagen


Insights

Last 30 days

This package has been downloaded 593 times in the last 30 days. Not bad! The download count is somewhere between 'small-town buzz' and 'moderate academic conference'. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 19 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
17 downloadsMar 3, 2025
20 downloadsMar 4, 2025
62 downloadsMar 5, 2025
10 downloadsMar 6, 2025
12 downloadsMar 7, 2025
5 downloadsMar 8, 2025
5 downloadsMar 9, 2025
20 downloadsMar 10, 2025
25 downloadsMar 11, 2025
30 downloadsMar 12, 2025
17 downloadsMar 13, 2025
8 downloadsMar 14, 2025
53 downloadsMar 15, 2025
8 downloadsMar 16, 2025
6 downloadsMar 17, 2025
11 downloadsMar 18, 2025
22 downloadsMar 19, 2025
18 downloadsMar 20, 2025
18 downloadsMar 21, 2025
12 downloadsMar 22, 2025
14 downloadsMar 23, 2025
45 downloadsMar 24, 2025
19 downloadsMar 25, 2025
8 downloadsMar 26, 2025
10 downloadsMar 27, 2025
67 downloadsMar 28, 2025
12 downloadsMar 29, 2025
11 downloadsMar 30, 2025
9 downloadsMar 31, 2025
19 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
5
67

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 8,527 times in the last 365 days. Impressive! The kind of number that makes colleagues ask, 'How did you do it?' The day with the most downloads was Sep 11, 2024 with 188 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Depends1 package
  • Imports4 packages