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performance

Assessment of Regression Models Performance

v0.16.0 · Feb 4, 2026 · GPL-3

Description

Utilities for computing measures to assess model quality, which are not directly provided by R's 'base' or 'stats' packages. These include e.g. measures like r-squared, intraclass correlation coefficient (Nakagawa, Johnson & Schielzeth (2017) <doi:10.1098/rsif.2017.0213>), root mean squared error or functions to check models for overdispersion, singularity or zero-inflation and more. Functions apply to a large variety of regression models, including generalized linear models, mixed effects models and Bayesian models. References: Lüdecke et al. (2021) <doi:10.21105/joss.03139>.

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14 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (42)

Dependency Network

Dependencies Reverse dependencies bayestestR insight datawizard (>= 1.3.0) AssumpSure CR2 MDMA MLMusingR SCDA SynergyLMM ZLAvian apa7 beezdemand dotwhisker easystats ecoXCorr effectsize ggstatsplot modelsummary +27 more reverse deps performance

Version History

new 0.16.0 Mar 10, 2026
updated 0.16.0 ← 0.15.3 diff Feb 3, 2026
updated 0.15.3 ← 0.15.2 diff Nov 30, 2025
updated 0.15.2 ← 0.15.1 diff Oct 5, 2025
updated 0.15.1 ← 0.15.0 diff Aug 29, 2025
updated 0.15.0 ← 0.14.0 diff Jul 9, 2025
updated 0.14.0 ← 0.13.0 diff May 21, 2025
updated 0.13.0 ← 0.12.4 diff Jan 14, 2025
updated 0.12.4 ← 0.12.3 diff Oct 17, 2024
updated 0.12.3 ← 0.12.2 diff Sep 1, 2024
updated 0.12.2 ← 0.12.1 diff Jul 17, 2024
updated 0.12.1 ← 0.12.0 diff Jul 14, 2024
updated 0.12.0 ← 0.11.0 diff Jun 8, 2024
updated 0.11.0 ← 0.10.9 diff Mar 21, 2024
updated 0.10.9 ← 0.10.8 diff Feb 16, 2024
updated 0.10.8 ← 0.10.7 diff Oct 29, 2023
updated 0.10.7 ← 0.10.5 diff Oct 27, 2023
updated 0.10.5 ← 0.10.4 diff Sep 11, 2023
updated 0.10.4 ← 0.10.3 diff Jun 1, 2023
updated 0.10.3 ← 0.10.2 diff Apr 6, 2023