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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:1.4.4
Depends:R (≥ 3.6)
Imports:methods, stats, utils
Suggests:AER,afex,aod,ape,BayesFactor,bayestestR,bbmle,bdsmatrix,betareg,biglm,BH,blavaan (≥ 0.5-5),blme,boot,brms,broom,car,carData,censReg,cgam,clubSandwich,cobalt,coxme,cplm,crch,curl,datawizard (≥ 1.2.0),dbarts,effectsize,emmeans,epiR,estimatr,feisr,fixest (≥ 0.11.2),fungible,fwb,gam,gamlss,gamlss.data,gamm4,gbm,gee,geepack,geoR,GLMMadaptive,glmmTMB (≥ 1.1.12),glmtoolbox,gmnl, grDevices,gt,httptest2,httr2,interp,ivreg,JM,knitr,lavaan,lavaSearch2,lcmm,lfe,lme4,lmerTest,lmtest,logistf,logitr,marginaleffects (≥ 0.29.0),MASS,Matrix,mclogit,mclust,MCMCglmm,merTools,metaBMA,metadat,metafor,metaplus,mgcv,mhurdle,mice (≥ 3.17.0),mlogit,mmrm,modelbased (≥ 0.9.0),multgee,MuMIn,mvtnorm,nestedLogit,nlme,nnet,nonnest2,ordinal,panelr,parameters (≥ 0.28.0),parsnip,pbkrtest,performance,phylolm,plm,PROreg (≥1.3.0),pscl,psych,quantreg,Rcpp,RcppEigen,rmarkdown,rms,robustbase,robustlmm,rpart,rstanarm (≥ 2.21.1),rstantools (≥ 2.1.0),rstudioapi,RWiener,sandwich,sdmTMB,sampleSelection,serp,speedglm, splines,statmod,survey,survival,svylme,testthat,tinytable (≥ 0.13.0),TMB,truncreg,tune,tweedie,VGAM,WeightIt,withr
Published:2025-12-06
DOI:10.32614/CRAN.package.insight
Author:Daniel LüdeckeORCID iD [aut, cre], Dominique MakowskiORCID iD [aut, ctb], Indrajeet PatilORCID iD [aut, ctb], Philip WaggonerORCID iD [aut, ctb], Mattan S. Ben-ShacharORCID iD [aut, ctb], Brenton M. WiernikORCID iD [aut, ctb], Vincent Arel-BundockORCID iD [aut, ctb], Etienne BacherORCID iD [aut, ctb], Alex HayesORCID iD [rev], Grant McDermottORCID iD [ctb], Rémi ThériaultORCID iD [ctb], Alex ReinhartORCID iD [ctb]
Maintainer:Daniel Lüdecke <officialeasystats at gmail.com>
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.html ,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)
Adding support for new model classes (source,R code)

Downloads:

Package source: insight_1.4.4.tar.gz
Windows binaries: r-devel:insight_1.4.4.zip, r-release:insight_1.4.4.zip, r-oldrel:insight_1.4.4.zip
macOS binaries: r-release (arm64):insight_1.4.4.tgz, r-oldrel (arm64):insight_1.4.4.tgz, r-release (x86_64):insight_1.4.4.tgz, r-oldrel (x86_64):insight_1.4.4.tgz
Old sources: insight archive

Reverse dependencies:

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

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=insightto link to this page.


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