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insight: Easy Access to Model Information for Various Model Objects

A tool to provide an easy, intuitive and consistent access to information contained in various R models, like model formulas, model terms, information about random effects, data that was used to fit the model or data from response variables. 'insight' mainly revolves around two types of functions: Functions that find (the names of) information, starting with 'find_', and functions that get the underlying data, starting with 'get_'. The package has a consistent syntax and works with many different model objects, where otherwise functions to access these information are missing.

Version: 0.20.5
Depends: R (≥ 3.6)
Imports: methods, stats, utils
Suggests: AER, afex, aod, BayesFactor, bayestestR, bbmle, bdsmatrix, betareg, bife, biglm, BH, blavaan (≥ 0.5-5), blme, boot, brms, broom, car, carData, censReg, cgam, clubSandwich, cobalt, coxme, cplm, crch, curl, datawizard, effectsize, emmeans, epiR, estimatr, feisr, fixest (≥ 0.11.2), fungible, fwb, gam, gamlss, gamlss.data, gamm4, gbm, gee, geepack, geoR, ggeffects, GLMMadaptive, glmmTMB (≥ 1.1.10), glmtoolbox, gmnl, grDevices, gt, httptest2, httr, httr2, interp, ivreg, JM, knitr, lavaan, lavaSearch2, lfe, lme4, lmerTest, lmtest, logistf, logitr, marginaleffects, MASS, Matrix, mclogit, mclust, MCMCglmm, merTools, metaBMA, metadat, metafor, metaplus, mgcv, mice, mlogit, mmrm, modelbased, multgee, MuMIn, nestedLogit, nlme, nnet, nonnest2, ordinal, panelr, parameters, parsnip, pbkrtest, performance, plm, poorman, PROreg (≥ 1.3.0), pscl, psych, quantreg, Rcpp, RcppEigen, rmarkdown, rms, robustbase, robustlmm, rpart, rstanarm (≥ 2.21.1), rstantools (≥ 2.1.0), rstudioapi, sandwich, serp, speedglm, splines, statmod, survey, survival, svylme, testthat, tinytable (≥ 0.1.0), TMB, truncreg, tweedie, VGAM, WeightIt, withr
Published: 2024-10-02
DOI: 10.32614/CRAN.package.insight
Author: Daniel Lüdecke ORCID iD [aut, cre], Dominique Makowski ORCID iD [aut, ctb], Indrajeet Patil ORCID iD [aut, ctb], Philip Waggoner ORCID iD [aut, ctb], Mattan S. Ben-Shachar ORCID iD [aut, ctb], Brenton M. Wiernik ORCID iD [aut, ctb], Vincent Arel-Bundock ORCID iD [aut, ctb], Etienne Bacher ORCID iD [aut, ctb], Alex Hayes ORCID iD [rev], Grant McDermott ORCID iD [ctb], Rémi Thériault ORCID iD [ctb], Alex Reinhart ORCID iD [ctb]
Maintainer: Daniel Lüdecke <d.luedecke at uke.de>
BugReports: https://github.com/easystats/insight/issues
License: GPL-3
URL: https://easystats.github.io/insight/
NeedsCompilation: no
Language: en-US
Citation: insight citation info
Materials: README NEWS
In views: MixedModels
CRAN checks: insight results

Documentation:

Reference manual: insight.pdf
Vignettes: Formatting, printing and exporting tables (source, R code)
Exporting tables with captions and footers (source, R code)
Getting Started with Accessing Model Information (source, R code)

Downloads:

Package source: insight_0.20.5.tar.gz
Windows binaries: r-devel: insight_0.20.5.zip, r-release: insight_0.20.5.zip, r-oldrel: insight_0.20.5.zip
macOS binaries: r-release (arm64): insight_0.20.5.tgz, r-oldrel (arm64): insight_0.20.5.tgz, r-release (x86_64): insight_0.20.5.tgz, r-oldrel (x86_64): insight_0.20.5.tgz
Old sources: insight archive

Reverse dependencies:

Reverse imports: ale, bayestestR, bsitar, clarify, clinicalsignificance, correlation, cv, datawizard, DImodelsVis, easystats, effects, effectsize, ggDoE, ggeffects, ggstatsplot, insurancerating, lavaanExtra, marginaleffects, modelbased, modelsummary, multilevelcoda, MuMIn, mvgam, parameters, performance, psycho, psycModel, randomizeR, regressinator, report, see, SimplyAgree, sjlabelled, sjmisc, sjPlot, sjstats, statsExpressions, tidygam
Reverse suggests: gtsummary, ivreg, rempsyc

Linking:

Please use the canonical form https://CRAN.R-project.org/package=insight to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.