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Type: Package
Package: performance
Title: Assessment of Regression Models Performance
Version: 0.13.0
Authors@R:
c(person(given = "Daniel",
family = "Lüdecke",
role = c("aut", "cre"),
email = "d.luedecke@uke.de",
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 <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 (>= 0.15.0), insight (>= 1.0.0), datawizard (>=
0.13.0), stats, utils
Suggests: AER, afex, BayesFactor, bayesplot, betareg, bigutilsr,
blavaan, boot, brms, car, carData, CompQuadForm, correlation,
cplm, dagitty, dbscan, DHARMa (>= 0.4.7), estimatr, fixest,
flextable, forecast, ftExtra, gamm4, ggdag, glmmTMB (>=
1.1.10), graphics, Hmisc, httr2, ICS, ICSOutlier, ISLR, ivreg,
lavaan, lme4, lmtest, loo, MASS, Matrix, mclogit, mclust,
metadat, metafor, mgcv, mlogit, multimode, nestedLogit, nlme,
nonnest2, ordinal, parallel, parameters (>= 0.22.0), patchwork,
pscl, psych, quantreg, qqplotr (>= 0.0.6), randomForest,
RcppEigen, rempsyc, rmarkdown, rstanarm, rstantools, sandwich,
see (>= 0.9.0), survey, survival, testthat (>= 3.2.1), tweedie,
VGAM, withr (>= 3.0.0)
Encoding: UTF-8
Language: en-US
RoxygenNote: 7.3.2
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: 2025-01-15 12:53:23 UTC; mail
Author: Daniel Lüdecke [aut, cre] (<https://orcid.org/0000-0002-8895-3206>),
Dominique Makowski [aut, ctb] (<https://orcid.org/0000-0001-5375-9967>),
Mattan S. Ben-Shachar [aut, ctb]
(<https://orcid.org/0000-0002-4287-4801>),
Indrajeet Patil [aut, ctb] (<https://orcid.org/0000-0003-1995-6531>),
Philip Waggoner [aut, ctb] (<https://orcid.org/0000-0002-7825-7573>),
Brenton M. Wiernik [aut, ctb] (<https://orcid.org/0000-0001-9560-6336>),
Rémi Thériault [aut, ctb] (<https://orcid.org/0000-0003-4315-6788>),
Vincent Arel-Bundock [ctb] (<https://orcid.org/0000-0003-2042-7063>),
Martin Jullum [rev],
gjo11 [rev],
Etienne Bacher [ctb] (<https://orcid.org/0000-0002-9271-5075>),
Joseph Luchman [ctb] (<https://orcid.org/0000-0002-8886-9717>)
Repository: CRAN
Date/Publication: 2025-01-15 14:10:02 UTC
|
