broom

Convert Statistical Analysis Objects into Tidy Data Frames

Convert statistical analysis objects from R into tidy data frames, 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.

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Description file content

Package
broom
Type
Package
Title
Convert Statistical Analysis Objects into Tidy Data Frames
Version
0.4.3
Date
2017-11-20
Maintainer
David Robinson
Description
Convert statistical analysis objects from R into tidy data frames, 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.
Imports
plyr, dplyr, tidyr, psych, stringr, reshape2, nlme, methods
Suggests
knitr, boot, survival, gam, glmnet, lfe, Lahman, MASS, sp, maps, maptools, multcomp, testthat, lme4, zoo, lmtest, plm, biglm, ggplot2, nnet, geepack, AUC, ergm, network, statnet.common, xergm, btergm, binGroup, Hmisc, bbmle, gamlss, rstan, rstanarm, brms, coda, gmm, Matrix, ks, purrr, orcutt, mgcv, lmodel2, poLCA, mclust, covr, lsmeans, emmeans, betareg, robust, akima, AER, muhaz, speedglm, tibble
URL
BugReports
http://github.com/tidyverse/broom/issues
VignetteBuilder
knitr
License
MIT + file LICENSE
RoxygenNote
6.0.1
NeedsCompilation
no
Packaged
2017-11-20 12:08:18 UTC; drobinson
Author
David Robinson [aut, cre], 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]
Repository
CRAN
Date/Publication
2017-11-20 13:02:37 UTC

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