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DESCRIPTION
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DESCRIPTION
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Type: Package
Package: performance
Title: Assessment of Regression Models Performance
Version: 0.10.0.13
Authors@R:
c(person(given = "Daniel",
family = "Lüdecke",
role = c("aut", "cre"),
email = "[email protected]",
comment = c(ORCID = "0000-0002-8895-3206", Twitter = "@strengejacke")),
person(given = "Dominique",
family = "Makowski",
role = c("aut", "ctb"),
email = "[email protected]",
comment = c(ORCID = "0000-0001-5375-9967", Twitter = "@Dom_Makowski")),
person(given = "Mattan S.",
family = "Ben-Shachar",
role = c("aut", "ctb"),
email = "[email protected]",
comment = c(ORCID = "0000-0002-4287-4801", Twitter = "@mattansb")),
person(given = "Indrajeet",
family = "Patil",
role = c("aut", "ctb"),
email = "[email protected]",
comment = c(ORCID = "0000-0003-1995-6531", Twitter = "@patilindrajeets")),
person(given = "Philip",
family = "Waggoner",
role = c("aut", "ctb"),
email = "[email protected]",
comment = c(ORCID = "0000-0002-7825-7573")),
person(given = "Brenton M.",
family = "Wiernik",
role = c("aut", "ctb"),
email = "[email protected]",
comment = c(ORCID = "0000-0001-9560-6336", Twitter = "@bmwiernik")),
person(given = "Vincent",
family = "Arel-Bundock",
email = "[email protected]",
role = "ctb",
comment = c(ORCID = "0000-0003-2042-7063")),
person(given = "Rémi",
family = "Thériault",
role = "ctb",
email = "[email protected]",
comment = c(ORCID = "0000-0003-4315-6788", Twitter = "@rempsyc")),
person(given = "Martin",
family = "Jullum",
role = "rev"),
person(given = "gjo11",
role = "rev"))
Maintainer: Daniel Lüdecke <[email protected]>
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.
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 (>= 0.18.5),
datawizard (>= 0.6.2),
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,
httr,
ICS,
ICSOutlier,
ISLR,
lavaan,
lme4,
lmtest,
loo,
magrittr,
MASS,
Matrix,
mclust,
metafor,
mgcv,
mlogit,
multimode,
nlme,
nonnest2,
ordinal,
parallel,
parameters,
patchwork,
poorman,
pscl,
psych,
randomForest,
rmarkdown,
rstanarm,
rstantools,
sandwich,
see,
survey,
survival,
testthat,
tweedie,
VGAM
Encoding: UTF-8
Language: en-US
RoxygenNote: 7.2.2
Roxygen: list(markdown = TRUE)
Config/testthat/edition: 3
Config/Needs/website:
rstudio/bslib,
r-lib/pkgdown,
easystats/easystatstemplate