Type: Package
Package: performance
Title: Assessment of Regression Models Performance
Version: 0.10.3
Authors@R: 
    c(person(given = "Daniel",
             family = "Lüdecke",
             role = c("aut", "cre"),
             email = "d.luedecke@uke.de",
             comment = c(ORCID = "0000-0002-8895-3206", Twitter = "@strengejacke")),
      person(given = "Dominique",
             family = "Makowski",
             role = c("aut", "ctb"),
             email = "dom.makowski@gmail.com",
             comment = c(ORCID = "0000-0001-5375-9967", Twitter = "@Dom_Makowski")),
     person(given = "Mattan S.",
             family = "Ben-Shachar",
             role = c("aut", "ctb"),
             email = "matanshm@post.bgu.ac.il",
             comment = c(ORCID = "0000-0002-4287-4801", Twitter = "@mattansb")),
      person(given = "Indrajeet",
             family = "Patil",
             role = c("aut", "ctb"),
             email = "patilindrajeet.science@gmail.com",
             comment = c(ORCID = "0000-0003-1995-6531", Twitter = "@patilindrajeets")),
      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", Twitter = "@bmwiernik")),
      person(given = "Vincent",
             family = "Arel-Bundock", 
             email = "vincent.arel-bundock@umontreal.ca", 
             role = "ctb",
             comment = c(ORCID = "0000-0003-2042-7063")),
      person(given = "Rémi",
             family = "Thériault",
             role = "ctb",
             email = "remi.theriault@mail.mcgill.ca",
             comment = c(ORCID = "0000-0003-4315-6788", Twitter = "@rempsyc")),
      person(given = "Martin",
             family = "Jullum",
             role = "rev"),
      person(given = "gjo11",
             role = "rev"),
      person("Etienne", 
             "Bacher", , 
             "etienne.bacher@protonmail.com", 
             role = "ctb",
             comment = c(ORCID = "0000-0002-9271-5075")))
Maintainer: Daniel Lüdecke <d.luedecke@uke.de>
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>.
License: GPL-3
URL: https://easystats.github.io/performance/
BugReports: https://github.com/easystats/performance/issues
Depends: R (>= 3.6)
Imports: bayestestR (>= 0.13.0), insight (>= 0.19.1), datawizard (>=
        0.7.0), methods, stats, utils
Suggests: AER, afex, BayesFactor, bayesplot, betareg, bigutilsr,
        blavaan, boot, brms, car, CompQuadForm, correlation, cplm,
        dbscan, estimatr, fixest, forecast, gamm4, ggplot2, glmmTMB,
        graphics, Hmisc, httr, ICS, ICSOutlier, ISLR, ivreg, lavaan,
        lme4, lmtest, loo, MASS, Matrix, mclogit, mclust, metadat,
        metafor, mgcv, mlogit, multimode, nlme, nonnest2, ordinal,
        parallel, parameters (>= 0.20.3), patchwork, pscl, psych,
        randomForest, rmarkdown, rstanarm, rstantools, sandwich, see
        (>= 0.7.5), survey, survival, testthat, tweedie, VGAM, withr
Encoding: UTF-8
Language: en-US
RoxygenNote: 7.2.3.9000
Config/testthat/edition: 3
Config/testthat/parallel: true
Config/Needs/website: rstudio/bslib, r-lib/pkgdown,
        easystats/easystatstemplate
Config/rcmdcheck/ignore-inconsequential-notes: true
NeedsCompilation: no
Packaged: 2023-04-06 14:06:58 UTC; mail
Author: Daniel Lüdecke [aut, cre] (<https://orcid.org/0000-0002-8895-3206>,
    @strengejacke),
  Dominique Makowski [aut, ctb] (<https://orcid.org/0000-0001-5375-9967>,
    @Dom_Makowski),
  Mattan S. Ben-Shachar [aut, ctb]
    (<https://orcid.org/0000-0002-4287-4801>, @mattansb),
  Indrajeet Patil [aut, ctb] (<https://orcid.org/0000-0003-1995-6531>,
    @patilindrajeets),
  Philip Waggoner [aut, ctb] (<https://orcid.org/0000-0002-7825-7573>),
  Brenton M. Wiernik [aut, ctb] (<https://orcid.org/0000-0001-9560-6336>,
    @bmwiernik),
  Vincent Arel-Bundock [ctb] (<https://orcid.org/0000-0003-2042-7063>),
  Rémi Thériault [ctb] (<https://orcid.org/0000-0003-4315-6788>,
    @rempsyc),
  Martin Jullum [rev],
  gjo11 [rev],
  Etienne Bacher [ctb] (<https://orcid.org/0000-0002-9271-5075>)
Repository: CRAN
Date/Publication: 2023-04-07 17:00:02 UTC
Built: R 4.1.3; ; 2023-04-17 16:09:12 UTC; windows
