broom: Convert Statistical Objects into Tidy Tibbles

Summarizes key information about statistical objects in tidy tibbles. This makes it easy to report results, create plots and consistently work with large numbers of models at once. Broom provides three verbs that each provide different types of information about a model. tidy() summarizes information about model components such as coefficients of a regression. glance() reports information about an entire model, such as goodness of fit measures like AIC and BIC. augment() adds information about individual observations to a dataset, such as fitted values or influence measures.

Version: 1.0.7
Depends: R (≥ 3.5)
Imports: backports, dplyr (≥ 1.0.0), generics (≥ 0.0.2), glue, lifecycle, purrr, rlang, stringr, tibble (≥ 3.0.0), tidyr (≥ 1.0.0)
Suggests: AER, AUC, bbmle, betareg (≥ 3.2-1), biglm, binGroup, boot, btergm (≥ 1.10.6), car (≥ 3.1-2), carData, caret, cluster, cmprsk, coda, covr, drc, e1071, emmeans, epiR, ergm (≥ 3.10.4), fixest (≥ 0.9.0), gam (≥ 1.15), gee, geepack, ggplot2, glmnet, glmnetUtils, gmm, Hmisc, irlba, interp, joineRML, Kendall, knitr, ks, Lahman, lavaan (≥ 0.6.18), leaps, lfe, lm.beta, lme4, lmodel2, lmtest (≥ 0.9.38), lsmeans, maps, margins, MASS, mclust, mediation, metafor, mfx, mgcv, mlogit, modeldata, modeltests (≥ 0.1.6), muhaz, multcomp, network, nnet, orcutt (≥ 2.2), ordinal, plm, poLCA, psych, quantreg, rmarkdown, robust, robustbase, rsample, sandwich, spdep (≥ 1.1), spatialreg, speedglm, spelling, survey, survival (≥ 3.6-4), systemfit, testthat (≥ 2.1.0), tseries, vars, zoo
Published: 2024-09-26
DOI: 10.32614/CRAN.package.broom
Author: David Robinson [aut], Alex Hayes ORCID iD [aut] (<https://orcid.org/0000-0002-4985-5160>), Simon Couch ORCID iD [aut, cre] (<https://orcid.org/0000-0001-5676-5107>), Posit Software, PBC [cph, fnd], Indrajeet Patil ORCID iD [ctb] (<https://orcid.org/0000-0003-1995-6531>), Derek Chiu [ctb], Matthieu Gomez [ctb], Boris Demeshev [ctb], Dieter Menne [ctb], Benjamin Nutter [ctb], Luke Johnston [ctb], Ben Bolker [ctb], Francois Briatte [ctb], Jeffrey Arnold [ctb], Jonah Gabry [ctb], Luciano Selzer [ctb], Gavin Simpson [ctb], Jens Preussner [ctb], Jay Hesselberth [ctb], Hadley Wickham [ctb], Matthew Lincoln [ctb], Alessandro Gasparini [ctb], Lukasz Komsta [ctb], Frederick Novometsky [ctb], Wilson Freitas [ctb], Michelle Evans [ctb], Jason Cory Brunson [ctb], Simon Jackson [ctb], Ben Whalley [ctb], Karissa Whiting [ctb], Yves Rosseel [ctb], Michael Kuehn [ctb], Jorge Cimentada [ctb], Erle Holgersen [ctb], Karl Dunkle Werner ORCID iD [ctb] (<https://orcid.org/0000-0003-0523-7309>), Ethan Christensen [ctb], Steven Pav [ctb], Paul PJ [ctb], Ben Schneider [ctb], Patrick Kennedy [ctb], Lily Medina [ctb], Brian Fannin [ctb], Jason Muhlenkamp [ctb], Matt Lehman [ctb], Bill Denney ORCID iD [ctb] (<https://orcid.org/0000-0002-5759-428X>), Nic Crane [ctb], Andrew Bates [ctb], Vincent Arel-Bundock ORCID iD [ctb] (<https://orcid.org/0000-0003-2042-7063>), Hideaki Hayashi [ctb], Luis Tobalina [ctb], Annie Wang [ctb], Wei Yang Tham [ctb], Clara Wang [ctb], Abby Smith ORCID iD [ctb] (<https://orcid.org/0000-0002-3207-0375>), Jasper Cooper ORCID iD [ctb] (<https://orcid.org/0000-0002-8639-3188>), E Auden Krauska ORCID iD [ctb] (<https://orcid.org/0000-0002-1466-5850>), Alex Wang [ctb], Malcolm Barrett ORCID iD [ctb] (<https://orcid.org/0000-0003-0299-5825>), Charles Gray ORCID iD [ctb] (<https://orcid.org/0000-0002-9978-011X>), Jared Wilber [ctb], Vilmantas Gegzna ORCID iD [ctb] (<https://orcid.org/0000-0002-9500-5167>), Eduard Szoecs [ctb], Frederik Aust ORCID iD [ctb] (<https://orcid.org/0000-0003-4900-788X>), Angus Moore [ctb], Nick Williams [ctb], Marius Barth ORCID iD [ctb] (<https://orcid.org/0000-0002-3421-6665>), Bruna Wundervald ORCID iD [ctb] (<https://orcid.org/0000-0001-8163-220X>), Joyce Cahoon ORCID iD [ctb] (<https://orcid.org/0000-0001-7217-4702>), Grant McDermott ORCID iD [ctb] (<https://orcid.org/0000-0001-7883-8573>), Kevin Zarca [ctb], Shiro Kuriwaki ORCID iD [ctb] (<https://orcid.org/0000-0002-5687-2647>), Lukas Wallrich ORCID iD [ctb] (<https://orcid.org/0000-0003-2121-5177>), James Martherus ORCID iD [ctb] (<https://orcid.org/0000-0002-8285-3300>), Chuliang Xiao ORCID iD [ctb] (<https://orcid.org/0000-0002-8466-9398>), Joseph Larmarange [ctb], Max Kuhn [ctb], Michal Bojanowski [ctb], Hakon Malmedal [ctb], Clara Wang [ctb], Sergio Oller [ctb], Luke Sonnet [ctb], Jim Hester [ctb], Ben Schneider [ctb], Bernie Gray ORCID iD [ctb] (<https://orcid.org/0000-0001-9190-6032>), Mara Averick [ctb], Aaron Jacobs [ctb], Andreas Bender [ctb], Sven Templer [ctb], Paul-Christian Buerkner [ctb], Matthew Kay [ctb], Erwan Le Pennec [ctb], Johan Junkka [ctb], Hao Zhu [ctb], Benjamin Soltoff [ctb], Zoe Wilkinson Saldana [ctb], Tyler Littlefield [ctb], Charles T. Gray [ctb], Shabbh E. Banks [ctb], Serina Robinson [ctb], Roger Bivand [ctb], Riinu Ots [ctb], Nicholas Williams [ctb], Nina Jakobsen [ctb], Michael Weylandt [ctb], Lisa Lendway [ctb], Karl Hailperin [ctb], Josue Rodriguez [ctb], Jenny Bryan [ctb], Chris Jarvis [ctb], Greg Macfarlane [ctb], Brian Mannakee [ctb], Drew Tyre [ctb], Shreyas Singh [ctb], Laurens Geffert [ctb], Hong Ooi [ctb], Henrik Bengtsson [ctb], Eduard Szocs [ctb], David Hugh-Jones [ctb], Matthieu Stigler [ctb], Hugo Tavares ORCID iD [ctb] (<https://orcid.org/0000-0001-9373-2726>), R. Willem Vervoort [ctb], Brenton M. Wiernik [ctb], Josh Yamamoto [ctb], Jasme Lee [ctb], Taren Sanders ORCID iD [ctb] (<https://orcid.org/0000-0002-4504-6008>), Ilaria Prosdocimi ORCID iD [ctb] (<https://orcid.org/0000-0001-8565-094X>), Daniel D. Sjoberg ORCID iD [ctb] (<https://orcid.org/0000-0003-0862-2018>), Alex Reinhart ORCID iD [ctb] (<https://orcid.org/0000-0002-6658-514X>)
Maintainer: Simon Couch <simon.couch at posit.co>
BugReports: https://github.com/tidymodels/broom/issues
License: MIT + file LICENSE
URL: https://broom.tidymodels.org/, https://github.com/tidymodels/broom
NeedsCompilation: no
Language: en-US
Materials: README NEWS
CRAN checks: broom results

Documentation:

Reference manual: broom.pdf
Vignettes: Writing new tidier methods (source)
Available methods (source, R code)
Tidy bootstrapping (source, R code)
Introduction to broom (source, R code)
broom and dplyr (source, R code)
kmeans with dplyr and broom (source)

Downloads:

Package source: broom_1.0.7.tar.gz
Windows binaries: r-devel: broom_1.0.7.zip, r-release: broom_1.0.7.zip, r-oldrel: broom_1.0.7.zip
macOS binaries: r-release (arm64): broom_1.0.7.tgz, r-oldrel (arm64): broom_1.0.7.tgz, r-release (x86_64): broom_1.0.7.tgz, r-oldrel (x86_64): broom_1.0.7.tgz
Old sources: broom archive

Reverse dependencies:

Reverse depends: biobroom, heplots
Reverse imports: aggTrees, AgroReg, AICcPermanova, ale, allestimates, AovBay, apaTables, AquaticLifeHistory, autocogs, autoReg, autostats, batchtma, beezdiscounting, bonsaiforest, breathtestcore, broom.helpers, broom.mixed, bumbl, catfun, cdom, chest, ChIPexoQual, ClassifyR, CoDaLoMic, codaredistlm, CohortSurvival, ComBatFamQC, conjoint, convergEU, CR2, currr, dcurves, decoupleR, DEGreport, describedata, did2s, didimputation, DirectEffects, DiscoRhythm, disto, doBy, dreamlet, DynNom, echarts4r, edwards97, eoffice, EpiForsk, equatiomatic, ERSA, export, extraChIPs, eyetrackingR, fastml, finalfit, fluxible, forestmangr, forestmodel, funneljoin, geepack, GenomicDistributions, germinationmetrics, ggFishPlots, gglm, ggsurvfit, glmmfields, glmtoolbox, gompertztrunc, gRain, Greg, gWQS, HDStIM, healthyR.ai, highcharter, imputeREE, infer, insane, interactions, ISCA, isomiRs, itraxR, JSmediation, jtools, knfi, konfound, lactater, lcsm, LDAShiny, lin.eval, LipidomicsR, lnmixsurv, LSTbook, MagmaClustR, MAICtools, mbQTL, MetricGraph, MF.beta4, mice, microbial, microbiomeExplorer, midasHLA, MLMusingR, mmibain, mmiCATs, modelr, moderndive, mudfold, multifear, multifunc, nestedLogit, NetworkExtinction, NPARC, nrba, oceanic, oesr, OlinkAnalyze, OLStrajr, omicwas, omu, papaja, pbkrtest, PHEindicatormethods, pixiedust, plotor, POMA, POV, prettyglm, priorityelasticnet, ProtE, psychReport, pwr2ppl, qcpm, qPCRtools, R2MLwiN, radiant.data, radiant.model, RCT, rdss, reappraised, regressinator, RHRV, risks, RKorAPClient, rmdl, rmlnomogram, RobinCar, robomit, rSPDE, rstatix, sclr, scpoisson, sdcLog, SemNeT, simglm, simpr, simts, skedastic, smdi, sovereign, SpatialRDD, specr, spqdep, stabiliser, statsr, survminer, survParamSim, survstan, swaprinc, sweep, SWMPrExtension, SynDI, takos, teal.modules.clinical, temperatureresponse, tern, tern.rbmi, theftdlc, tidyAML, tidychangepoint, tidycmprsk, TidyDensity, tidyfit, tidymodels, tidyverse, TPP, tradepolicy, TrialEmulation, TSS.RESTREND, valr, volker, weird, whippr, widyr, wrappedtools
Reverse suggests: agridat, Amelia, amt, archetyper, arsenal, autoimage, BloodCancerMultiOmics2017, BrailleR, cardx, crossmap, csdata, DeclareDesign, disk.frame, dotwhisker, dplyr, dpm, ethnobotanyR, etwfe, explainer, faux, fivethirtyeight, flexsurv, flextable, GGally, ggbiplot, ggdist, ggeffects, ggformula, ggpmisc, ggstats, glmmTMB, goldfish, gravity, groupdata2, gtsummary, hbal, healthyR, huxtable, industRial, insight, jlme, jlmerclusterperm, kayadata, KMunicate, LegATo, logitr, lspline, lterdatasampler, lucid, macleish, marginaleffects, MGnifyR, mhurdle, mixpoissonreg, modelsummary, mosaic, MSEtool, multiverse, mxfda, nestedmodels, NetCoupler, nls.multstart, offsetreg, openintro, parameters, photosynthesis, plotly, progeny, pubh, public.ctn0094data, qgcomp, rar, RBesT, rcausim, rempsyc, rsample, rtables, rtables.officer, rTPC, SAMprior, sfdep, simhelpers, simTool, sparklyr, teal.modules.general, tern.mmrm, texreg, tibbletime, tidybayes, tidybulk, tidycat, tidyquant, tidytext, tidytof, timetk, tipr, TOSTER, tsDyn, utile.visuals, WeightIt, whitewater

Linking:

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