broom: broom: Convert Statistical Objects into Tidy Tibbles
In broom: Convert Statistical Objects into Tidy Tibbles
broom R Documentation
broom: Convert Statistical Objects into Tidy Tibbles
Description
Convert statistical analysis objects from R into tidy tibbles,
so that they can more easily be combined, reshaped and otherwise processed
with tools like dplyr, tidyr and ggplot2. The package provides three S3
generics: tidy, which summarizes a model's statistical findings such as
coefficients of a regression; augment, which adds columns to the original
data such as predictions, residuals and cluster assignments; and glance,
which provides a one-row summary of model-level statistics.
Author(s)
Maintainer: Simon Couch simon.couch@posit.co (ORCID)
Authors:
David Robinson admiral.david@gmail.com
Alex Hayes alexpghayes@gmail.com (ORCID)
Other contributors:
Posit Software, PBC [copyright holder, funder]
Indrajeet Patil patilindrajeet.science@gmail.com (ORCID) [contributor]
Derek Chiu dchiu@bccrc.ca [contributor]
Matthieu Gomez mattg@princeton.edu [contributor]
Boris Demeshev boris.demeshev@gmail.com [contributor]
Dieter Menne dieter.menne@menne-biomed.de [contributor]
Benjamin Nutter nutter@battelle.org [contributor]
Luke Johnston luke.johnston@mail.utoronto.ca [contributor]
Ben Bolker bolker@mcmaster.ca [contributor]
Francois Briatte f.briatte@gmail.com [contributor]
Jeffrey Arnold jeffrey.arnold@gmail.com [contributor]
Jonah Gabry jsg2201@columbia.edu [contributor]
Luciano Selzer luciano.selzer@gmail.com [contributor]
Gavin Simpson ucfagls@gmail.com [contributor]
Jens Preussner jens.preussner@mpi-bn.mpg.de [contributor]
Jay Hesselberth jay.hesselberth@gmail.com [contributor]
Hadley Wickham hadley@posit.co [contributor]
Matthew Lincoln matthew.d.lincoln@gmail.com [contributor]
Alessandro Gasparini ag475@leicester.ac.uk [contributor]
Lukasz Komsta lukasz.komsta@umlub.pl [contributor]
Frederick Novometsky [contributor]
Wilson Freitas [contributor]
Michelle Evans [contributor]
Jason Cory Brunson cornelioid@gmail.com [contributor]
Simon Jackson drsimonjackson@gmail.com [contributor]
Ben Whalley ben.whalley@plymouth.ac.uk [contributor]
Karissa Whiting karissa.whiting@gmail.com [contributor]
Yves Rosseel yrosseel@gmail.com [contributor]
Michael Kuehn mkuehn10@gmail.com [contributor]
Jorge Cimentada cimentadaj@gmail.com [contributor]
Erle Holgersen erle.holgersen@gmail.com [contributor]
Karl Dunkle Werner (ORCID) [contributor]
Ethan Christensen christensen.ej@gmail.com [contributor]
Steven Pav shabbychef@gmail.com [contributor]
Paul PJ pjpaul.stephens@gmail.com [contributor]
Ben Schneider benjamin.julius.schneider@gmail.com [contributor]
Patrick Kennedy pkqstr@protonmail.com [contributor]
Lily Medina lilymiru@gmail.com [contributor]
Brian Fannin captain@pirategrunt.com [contributor]
Jason Muhlenkamp jason.muhlenkamp@gmail.com [contributor]
Matt Lehman [contributor]
Bill Denney wdenney@humanpredictions.com (ORCID) [contributor]
Nic Crane [contributor]
Andrew Bates [contributor]
Vincent Arel-Bundock vincent.arel-bundock@umontreal.ca (ORCID) [contributor]
Hideaki Hayashi [contributor]
Luis Tobalina [contributor]
Annie Wang anniewang.uc@gmail.com [contributor]
Wei Yang Tham weiyang.tham@gmail.com [contributor]
Clara Wang clara.wang.94@gmail.com [contributor]
Abby Smith als1@u.northwestern.edu (ORCID) [contributor]
Jasper Cooper jaspercooper@gmail.com (ORCID) [contributor]
E Auden Krauska krauskae@gmail.com (ORCID) [contributor]
Alex Wang x249wang@uwaterloo.ca [contributor]
Malcolm Barrett malcolmbarrett@gmail.com (ORCID) [contributor]
Charles Gray charlestigray@gmail.com (ORCID) [contributor]
Jared Wilber [contributor]
Vilmantas Gegzna GegznaV@gmail.com (ORCID) [contributor]
Eduard Szoecs eduardszoecs@gmail.com [contributor]
Frederik Aust frederik.aust@uni-koeln.de (ORCID) [contributor]
Angus Moore angusmoore9@gmail.com [contributor]
Nick Williams ntwilliams.personal@gmail.com [contributor]
Marius Barth marius.barth.uni.koeln@gmail.com (ORCID) [contributor]
Bruna Wundervald brunadaviesw@gmail.com (ORCID) [contributor]
Joyce Cahoon joyceyu48@gmail.com (ORCID) [contributor]
Grant McDermott grantmcd@uoregon.edu (ORCID) [contributor]
Kevin Zarca kevin.zarca@gmail.com [contributor]
Shiro Kuriwaki shirokuriwaki@gmail.com (ORCID) [contributor]
Lukas Wallrich lukas.wallrich@gmail.com (ORCID) [contributor]
James Martherus james@martherus.com (ORCID) [contributor]
Chuliang Xiao cxiao@umich.edu (ORCID) [contributor]
Joseph Larmarange joseph@larmarange.net [contributor]
Max Kuhn max@posit.co [contributor]
Michal Bojanowski michal2992@gmail.com [contributor]
Hakon Malmedal hmalmedal@gmail.com [contributor]
Clara Wang [contributor]
Sergio Oller sergioller@gmail.com [contributor]
Luke Sonnet luke.sonnet@gmail.com [contributor]
Jim Hester jim.hester@posit.co [contributor]
Ben Schneider benjamin.julius.schneider@gmail.com [contributor]
Bernie Gray bfgray3@gmail.com (ORCID) [contributor]
Mara Averick mara@posit.co [contributor]
Aaron Jacobs atheriel@gmail.com [contributor]
Andreas Bender bender.at.R@gmail.com [contributor]
Sven Templer sven.templer@gmail.com [contributor]
Paul-Christian Buerkner paul.buerkner@gmail.com [contributor]
Matthew Kay mjskay@umich.edu [contributor]
Erwan Le Pennec lepennec@gmail.com [contributor]
Johan Junkka johan.junkka@umu.se [contributor]
Hao Zhu haozhu233@gmail.com [contributor]
Benjamin Soltoff soltoffbc@uchicago.edu [contributor]
Zoe Wilkinson Saldana zoewsaldana@gmail.com [contributor]
Tyler Littlefield tylurp1@gmail.com [contributor]
Charles T. Gray charlestigray@gmail.com [contributor]
Shabbh E. Banks [contributor]
Serina Robinson robi0916@umn.edu [contributor]
Roger Bivand Roger.Bivand@nhh.no [contributor]
Riinu Ots riinuots@gmail.com [contributor]
Nicholas Williams ntwilliams.personal@gmail.com [contributor]
Nina Jakobsen [contributor]
Michael Weylandt michael.weylandt@gmail.com [contributor]
Lisa Lendway llendway@macalester.edu [contributor]
Karl Hailperin khailper@gmail.com [contributor]
Josue Rodriguez jerrodriguez@ucdavis.edu [contributor]
Jenny Bryan jenny@posit.co [contributor]
Chris Jarvis Christopher1.jarvis@gmail.com [contributor]
Greg Macfarlane gregmacfarlane@gmail.com [contributor]
Brian Mannakee bmannakee@gmail.com [contributor]
Drew Tyre atyre2@unl.edu [contributor]
Shreyas Singh shreyas.singh.298@gmail.com [contributor]
Laurens Geffert laurensgeffert@gmail.com [contributor]
Hong Ooi hongooi@microsoft.com [contributor]
Henrik Bengtsson henrikb@braju.com [contributor]
Eduard Szocs eduardszoecs@gmail.com [contributor]
David Hugh-Jones davidhughjones@gmail.com [contributor]
Matthieu Stigler Matthieu.Stigler@gmail.com [contributor]
Hugo Tavares hm533@cam.ac.uk (ORCID) [contributor]
R. Willem Vervoort Willemvervoort@gmail.com [contributor]
Brenton M. Wiernik brenton@wiernik.org [contributor]
Josh Yamamoto joshuayamamoto5@gmail.com [contributor]
Jasme Lee [contributor]
Taren Sanders taren.sanders@acu.edu.au (ORCID) [contributor]
Ilaria Prosdocimi prosdocimi.ilaria@gmail.com (ORCID) [contributor]
Daniel D. Sjoberg danield.sjoberg@gmail.com (ORCID) [contributor]
Alex Reinhart areinhar@stat.cmu.edu (ORCID) [contributor]
See Also
Useful links:
broom documentation built on Sept. 30, 2024, 9:29 a.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
| broom | R Documentation |
broom: Convert Statistical Objects into Tidy Tibbles
Description
Convert statistical analysis objects from R into tidy tibbles, so that they can more easily be combined, reshaped and otherwise processed with tools like dplyr, tidyr and ggplot2. The package provides three S3 generics: tidy, which summarizes a model's statistical findings such as coefficients of a regression; augment, which adds columns to the original data such as predictions, residuals and cluster assignments; and glance, which provides a one-row summary of model-level statistics.
Author(s)
Maintainer: Simon Couch simon.couch@posit.co (ORCID)
Authors:
David Robinson admiral.david@gmail.com
Alex Hayes alexpghayes@gmail.com (ORCID)
Other contributors:
Posit Software, PBC [copyright holder, funder]
Indrajeet Patil patilindrajeet.science@gmail.com (ORCID) [contributor]
Derek Chiu dchiu@bccrc.ca [contributor]
Matthieu Gomez mattg@princeton.edu [contributor]
Boris Demeshev boris.demeshev@gmail.com [contributor]
Dieter Menne dieter.menne@menne-biomed.de [contributor]
Benjamin Nutter nutter@battelle.org [contributor]
Luke Johnston luke.johnston@mail.utoronto.ca [contributor]
Ben Bolker bolker@mcmaster.ca [contributor]
Francois Briatte f.briatte@gmail.com [contributor]
Jeffrey Arnold jeffrey.arnold@gmail.com [contributor]
Jonah Gabry jsg2201@columbia.edu [contributor]
Luciano Selzer luciano.selzer@gmail.com [contributor]
Gavin Simpson ucfagls@gmail.com [contributor]
Jens Preussner jens.preussner@mpi-bn.mpg.de [contributor]
Jay Hesselberth jay.hesselberth@gmail.com [contributor]
Hadley Wickham hadley@posit.co [contributor]
Matthew Lincoln matthew.d.lincoln@gmail.com [contributor]
Alessandro Gasparini ag475@leicester.ac.uk [contributor]
Lukasz Komsta lukasz.komsta@umlub.pl [contributor]
Frederick Novometsky [contributor]
Wilson Freitas [contributor]
Michelle Evans [contributor]
Jason Cory Brunson cornelioid@gmail.com [contributor]
Simon Jackson drsimonjackson@gmail.com [contributor]
Ben Whalley ben.whalley@plymouth.ac.uk [contributor]
Karissa Whiting karissa.whiting@gmail.com [contributor]
Yves Rosseel yrosseel@gmail.com [contributor]
Michael Kuehn mkuehn10@gmail.com [contributor]
Jorge Cimentada cimentadaj@gmail.com [contributor]
Erle Holgersen erle.holgersen@gmail.com [contributor]
Karl Dunkle Werner (ORCID) [contributor]
Ethan Christensen christensen.ej@gmail.com [contributor]
Steven Pav shabbychef@gmail.com [contributor]
Paul PJ pjpaul.stephens@gmail.com [contributor]
Ben Schneider benjamin.julius.schneider@gmail.com [contributor]
Patrick Kennedy pkqstr@protonmail.com [contributor]
Lily Medina lilymiru@gmail.com [contributor]
Brian Fannin captain@pirategrunt.com [contributor]
Jason Muhlenkamp jason.muhlenkamp@gmail.com [contributor]
Matt Lehman [contributor]
Bill Denney wdenney@humanpredictions.com (ORCID) [contributor]
Nic Crane [contributor]
Andrew Bates [contributor]
Vincent Arel-Bundock vincent.arel-bundock@umontreal.ca (ORCID) [contributor]
Hideaki Hayashi [contributor]
Luis Tobalina [contributor]
Annie Wang anniewang.uc@gmail.com [contributor]
Wei Yang Tham weiyang.tham@gmail.com [contributor]
Clara Wang clara.wang.94@gmail.com [contributor]
Abby Smith als1@u.northwestern.edu (ORCID) [contributor]
Jasper Cooper jaspercooper@gmail.com (ORCID) [contributor]
E Auden Krauska krauskae@gmail.com (ORCID) [contributor]
Alex Wang x249wang@uwaterloo.ca [contributor]
Malcolm Barrett malcolmbarrett@gmail.com (ORCID) [contributor]
Charles Gray charlestigray@gmail.com (ORCID) [contributor]
Jared Wilber [contributor]
Vilmantas Gegzna GegznaV@gmail.com (ORCID) [contributor]
Eduard Szoecs eduardszoecs@gmail.com [contributor]
Frederik Aust frederik.aust@uni-koeln.de (ORCID) [contributor]
Angus Moore angusmoore9@gmail.com [contributor]
Nick Williams ntwilliams.personal@gmail.com [contributor]
Marius Barth marius.barth.uni.koeln@gmail.com (ORCID) [contributor]
Bruna Wundervald brunadaviesw@gmail.com (ORCID) [contributor]
Joyce Cahoon joyceyu48@gmail.com (ORCID) [contributor]
Grant McDermott grantmcd@uoregon.edu (ORCID) [contributor]
Kevin Zarca kevin.zarca@gmail.com [contributor]
Shiro Kuriwaki shirokuriwaki@gmail.com (ORCID) [contributor]
Lukas Wallrich lukas.wallrich@gmail.com (ORCID) [contributor]
James Martherus james@martherus.com (ORCID) [contributor]
Chuliang Xiao cxiao@umich.edu (ORCID) [contributor]
Joseph Larmarange joseph@larmarange.net [contributor]
Max Kuhn max@posit.co [contributor]
Michal Bojanowski michal2992@gmail.com [contributor]
Hakon Malmedal hmalmedal@gmail.com [contributor]
Clara Wang [contributor]
Sergio Oller sergioller@gmail.com [contributor]
Luke Sonnet luke.sonnet@gmail.com [contributor]
Jim Hester jim.hester@posit.co [contributor]
Ben Schneider benjamin.julius.schneider@gmail.com [contributor]
Bernie Gray bfgray3@gmail.com (ORCID) [contributor]
Mara Averick mara@posit.co [contributor]
Aaron Jacobs atheriel@gmail.com [contributor]
Andreas Bender bender.at.R@gmail.com [contributor]
Sven Templer sven.templer@gmail.com [contributor]
Paul-Christian Buerkner paul.buerkner@gmail.com [contributor]
Matthew Kay mjskay@umich.edu [contributor]
Erwan Le Pennec lepennec@gmail.com [contributor]
Johan Junkka johan.junkka@umu.se [contributor]
Hao Zhu haozhu233@gmail.com [contributor]
Benjamin Soltoff soltoffbc@uchicago.edu [contributor]
Zoe Wilkinson Saldana zoewsaldana@gmail.com [contributor]
Tyler Littlefield tylurp1@gmail.com [contributor]
Charles T. Gray charlestigray@gmail.com [contributor]
Shabbh E. Banks [contributor]
Serina Robinson robi0916@umn.edu [contributor]
Roger Bivand Roger.Bivand@nhh.no [contributor]
Riinu Ots riinuots@gmail.com [contributor]
Nicholas Williams ntwilliams.personal@gmail.com [contributor]
Nina Jakobsen [contributor]
Michael Weylandt michael.weylandt@gmail.com [contributor]
Lisa Lendway llendway@macalester.edu [contributor]
Karl Hailperin khailper@gmail.com [contributor]
Josue Rodriguez jerrodriguez@ucdavis.edu [contributor]
Jenny Bryan jenny@posit.co [contributor]
Chris Jarvis Christopher1.jarvis@gmail.com [contributor]
Greg Macfarlane gregmacfarlane@gmail.com [contributor]
Brian Mannakee bmannakee@gmail.com [contributor]
Drew Tyre atyre2@unl.edu [contributor]
Shreyas Singh shreyas.singh.298@gmail.com [contributor]
Laurens Geffert laurensgeffert@gmail.com [contributor]
Hong Ooi hongooi@microsoft.com [contributor]
Henrik Bengtsson henrikb@braju.com [contributor]
Eduard Szocs eduardszoecs@gmail.com [contributor]
David Hugh-Jones davidhughjones@gmail.com [contributor]
Matthieu Stigler Matthieu.Stigler@gmail.com [contributor]
Hugo Tavares hm533@cam.ac.uk (ORCID) [contributor]
R. Willem Vervoort Willemvervoort@gmail.com [contributor]
Brenton M. Wiernik brenton@wiernik.org [contributor]
Josh Yamamoto joshuayamamoto5@gmail.com [contributor]
Jasme Lee [contributor]
Taren Sanders taren.sanders@acu.edu.au (ORCID) [contributor]
Ilaria Prosdocimi prosdocimi.ilaria@gmail.com (ORCID) [contributor]
Daniel D. Sjoberg danield.sjoberg@gmail.com (ORCID) [contributor]
Alex Reinhart areinhar@stat.cmu.edu (ORCID) [contributor]
See Also
Useful links:
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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