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: 1.0.0
Depends: R (≥ 3.6)
Imports: methods, stats, utils
Suggests: AER, afex, aod, ape, 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, 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, phylolm, 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: 2024-11-26
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_1.0.0.tar.gz
Windows binaries: r-devel: insight_1.0.0.zip, r-release: insight_0.20.5.zip, r-oldrel: insight_1.0.0.zip
macOS binaries: r-release (arm64): insight_1.0.0.tgz, r-oldrel (arm64): insight_1.0.0.tgz, r-release (x86_64): insight_1.0.0.tgz, r-oldrel (x86_64): insight_1.0.0.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, MuMIn, mvgam, parameters, performance, psycho, psycModel, randomizeR, regressinator, report, see, SimplyAgree, sjlabelled, sjmisc, sjPlot, sjstats, statsExpressions, tidygam
Reverse suggests: gtsummary, ivreg, rempsyc

Linking:

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