Type: Package Package: performance Title: Assessment of Regression Models Performance Version: 0.17.0 Authors@R: c(person(given = "Daniel", family = "Lüdecke", role = c("aut", "cre"), email = "officialeasystats@gmail.com", comment = c(ORCID = "0000-0002-8895-3206")), person(given = "Dominique", family = "Makowski", role = c("aut", "ctb"), email = "dom.makowski@gmail.com", comment = c(ORCID = "0000-0001-5375-9967")), person(given = "Mattan S.", family = "Ben-Shachar", role = c("aut", "ctb"), email = "matanshm@post.bgu.ac.il", comment = c(ORCID = "0000-0002-4287-4801")), person(given = "Indrajeet", family = "Patil", role = c("aut", "ctb"), email = "patilindrajeet.science@gmail.com", comment = c(ORCID = "0000-0003-1995-6531")), person(given = "Philip", family = "Waggoner", role = c("aut", "ctb"), email = "philip.waggoner@gmail.com", comment = c(ORCID = "0000-0002-7825-7573")), person(given = "Brenton M.", family = "Wiernik", role = c("aut", "ctb"), email = "brenton@wiernik.org", comment = c(ORCID = "0000-0001-9560-6336")), person(given = "Rémi", family = "Thériault", role = c("aut", "ctb"), email = "remi.theriault@mail.mcgill.ca", comment = c(ORCID = "0000-0003-4315-6788")), person(given = "Vincent", family = "Arel-Bundock", email = "vincent.arel-bundock@umontreal.ca", role = "ctb", comment = c(ORCID = "0000-0003-2042-7063")), person(given = "Martin", family = "Jullum", role = "rev"), person(given = "gjo11", role = "rev"), person(given = "Etienne", family = "Bacher", email = "etienne.bacher@protonmail.com", role = "ctb", comment = c(ORCID = "0000-0002-9271-5075")), person(given = "Joseph", family = "Luchman", role = "ctb", comment = c(ORCID = "0000-0002-8886-9717"))) Maintainer: Daniel Lüdecke 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) ), 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) . License: GPL-3 URL: https://easystats.github.io/performance/ BugReports: https://github.com/easystats/performance/issues Depends: R (>= 4.0) Imports: bayestestR (>= 0.17.0), insight (>= 1.5.0), datawizard (>= 1.3.1), stats, methods, utils Suggests: AER, afex, BayesFactor, bayesplot, betareg, bigutilsr, blavaan, boot, brms, car, carData, CompQuadForm, correlation (>= 0.8.8), cplm, curl, dagitty, dbscan, DHARMa (>= 0.4.7), discovr, estimatr, fixest, flextable, forecast, ftExtra, gamm4, ggdag, glmmTMB (>= 1.1.12), GPArotation, graphics, Hmisc, httr2, ICS, ICSOutlier, ISLR, ivreg, lavaan, lme4, lmtest, loo, MASS, Matrix, mclogit, mclust, metadat, metafor, mgcv, mlogit, modelbased (>= 0.12.0), multimode, nestedLogit, nlme, nnet, nonnest2, ordinal, parallel, parameters (>= 0.28.0), patchwork, pscl, psych, psychTools, quantreg, qqplotr (>= 0.0.6), randomForest, RcppEigen, reformulas, rempsyc, rmarkdown, rstanarm, rstantools, sandwich, see (>= 0.13.0), survey, survival, testthat (>= 3.2.1), tweedie, VGAM, withr (>= 3.0.0) Encoding: UTF-8 Language: en-US Config/testthat/edition: 3 Config/testthat/parallel: true Config/Needs/website: rstudio/bslib, r-lib/pkgdown, easystats/easystatstemplate Config/rcmdcheck/ignore-inconsequential-notes: true Config/roxygen2/version: 8.0.0 NeedsCompilation: no Packaged: 2026-05-21 20:29:27 UTC; DL Author: Daniel Lüdecke [aut, cre] (ORCID: ), Dominique Makowski [aut, ctb] (ORCID: ), Mattan S. Ben-Shachar [aut, ctb] (ORCID: ), Indrajeet Patil [aut, ctb] (ORCID: ), Philip Waggoner [aut, ctb] (ORCID: ), Brenton M. Wiernik [aut, ctb] (ORCID: ), Rémi Thériault [aut, ctb] (ORCID: ), Vincent Arel-Bundock [ctb] (ORCID: ), Martin Jullum [rev], gjo11 [rev], Etienne Bacher [ctb] (ORCID: ), Joseph Luchman [ctb] (ORCID: ) Repository: CRAN Date/Publication: 2026-05-21 21:50:02 UTC Built: R 4.3.3; ; 2026-05-24 05:47:38 UTC; unix RemoteType: standard RemotePkgRef: performance RemoteRef: performance RemoteRepos: https://cloud.r-project.org RemoteSha: 0.17.0