r2mlm
R-Squared Measures for Multilevel Models
Generates both total- and level-specific R-squared measures from Rights and Sterba’s (2019) <doi:10.1037/met0000184> framework of R-squared measures for multilevel models with random intercepts and/or slopes, which is based on a complete decomposition of variance. Additionally generates graphical representations of these R-squared measures to allow visualizing and interpreting all measures in the framework together as an integrated set. This framework subsumes 10 previously-developed R-squared measures for multilevel models as special cases of 5 measures from the framework, and it also includes several newly-developed measures. Measures in the framework can be used to compute R-squared differences when comparing multilevel models (following procedures in Rights & Sterba (2020) <doi:10.1080/00273171.2019.1660605>). Bootstrapped confidence intervals can also be calculated. To use the confidence interval functionality, download bootmlm from <https://github.com/marklhc/bootmlm>.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.3.8 |
rolling linux/jammy R-4.5 | r2mlm_0.3.8.tar.gz |
399.5 KiB |
0.3.8 |
rolling linux/noble R-4.5 | r2mlm_0.3.8.tar.gz |
399.3 KiB |
0.3.8 |
rolling source/ R- | r2mlm_0.3.8.tar.gz |
334.8 KiB |
0.3.8 |
latest linux/jammy R-4.5 | r2mlm_0.3.8.tar.gz |
399.5 KiB |
0.3.8 |
latest linux/noble R-4.5 | r2mlm_0.3.8.tar.gz |
399.3 KiB |
0.3.8 |
latest source/ R- | r2mlm_0.3.8.tar.gz |
334.8 KiB |
0.3.8 |
2026-04-26 source/ R- | r2mlm_0.3.8.tar.gz |
334.8 KiB |
0.3.8 |
2026-04-23 source/ R- | r2mlm_0.3.8.tar.gz |
334.8 KiB |
0.3.8 |
2026-04-09 windows/windows R-4.5 | r2mlm_0.3.8.zip |
402.7 KiB |
0.3.8 |
2025-04-20 source/ R- | r2mlm_0.3.8.tar.gz |
334.8 KiB |