mlmhelpr

Multilevel/Mixed Model Helper Functions

CRAN Package

A collection of miscellaneous helper function for running multilevel/mixed models in 'lme4'. This package aims to provide functions to compute common tasks when estimating multilevel models such as computing the intraclass correlation and design effect, centering variables, estimating the proportion of variance explained at each level, pseudo-R squared, random intercept and slope reliabilities, tests for homogeneity of variance at level-1, and cluster robust and bootstrap standard errors. The tests and statistics reported in the package are from Raudenbush & Bryk (2002, ISBN:9780761919049), Hox et al. (2018, ISBN:9781138121362), and Snijders & Bosker (2012, ISBN:9781849202015).


Documentation


Team


Insights

Last 30 days

This package has been downloaded 320 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 25 times.

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

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 3,785 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was May 22, 2024 with 72 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

  • Imports3 packages
  • Suggests3 packages