Convert Statistical Analysis Objects into Tidy Data Frames


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Documentation for package ‘broom’ version 0.4.2

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A B C D E F G H I K L M N O P R S T U X Z

broom-package Convert Statistical Analysis Objects into Tidy Data Frames

-- A --

aareg_tidiers Tidiers for aareg objects
acf_tidiers Tidying method for the acf function
anova_tidiers Tidying methods for anova and AOV objects
Arima_tidiers Tidying methods for ARIMA modeling of time series
auc_tidiers Tidiers for objects from the AUC package
augment Augment data according to a tidied model
augment.betareg Tidy betareg objects from the betareg package
augment.coxph Tidiers for coxph object
augment.data.frame Tidiers for data.frame objects
augment.felm Tidying methods for models with multiple group fixed effects
augment.glmRob Tidiers for lmRob and glmRob objects
augment.kmeans Tidying methods for kmeans objects
augment.lm Tidying methods for a linear model
augment.lme Tidying methods for mixed effects models
augment.lmRob Tidiers for lmRob and glmRob objects
augment.loess Augmenting methods for loess models
augment.Mclust Tidying methods for Mclust objects
augment.merMod Tidying methods for mixed effects models
augment.nlrq Tidying methods for quantile regression models
augment.nls Tidying methods for a nonlinear model
augment.plm Tidiers for panel regression linear models
augment.poLCA Tidiers for poLCA objects
augment.prcomp Tidying methods for principal components analysis via 'prcomp'
augment.rowwise_df Tidying methods for rowwise_dfs from dplyr, for tidying each row and recombining the results
augment.rq Tidying methods for quantile regression models
augment.rqs Tidying methods for quantile regression models
augment.smooth.spline tidying methods for smooth.spline objects
augment.survreg Tidiers for a parametric regression survival model
augment.tbl_df Tidying methods for rowwise_dfs from dplyr, for tidying each row and recombining the results
augment_.rowwise_df Tidying methods for rowwise_dfs from dplyr, for tidying each row and recombining the results
augment_columns add fitted values, residuals, and other common outputs to an augment call

-- B --

betareg_tidiers Tidy betareg objects from the betareg package
biglm_tidiers Tidiers for biglm and bigglm object
binDesign_tidiers Tidy a binDesign object
binWidth_tidiers Tidy a binWidth object
bootstrap Set up bootstrap replicates of a dplyr operation
boot_tidiers Tidying methods for bootstrap computations
brms_tidiers Tidying methods for a brms model
broom Convert Statistical Analysis Objects into Tidy Data Frames
btergm_tidiers Tidying method for a bootstrapped temporal exponential random graph model

-- C --

cch_tidiers tidiers for case-cohort data
compact Remove NULL items in a vector or list
confint.geeglm Confidence interval for 'geeglm' objects
confint_tidy Calculate confidence interval as a tidy data frame
coxph_tidiers Tidiers for coxph object
cv.glmnet_tidiers Tidiers for glmnet cross-validation objects

-- D --

data.frame_tidiers Tidiers for data.frame objects

-- E --

ergm_tidiers Tidying methods for an exponential random graph model

-- F --

felm_tidiers Tidying methods for models with multiple group fixed effects
finish_glance Add logLik, AIC, BIC, and other common measurements to a glance of a prediction
fitdistr_tidiers Tidying methods for fitdistr objects from the MASS package
fix_data_frame Ensure an object is a data frame, with rownames moved into a column

-- G --

gamlss_tidiers Tidying methods for gamlss objects
gam_tidiers Tidying methods for a generalized additive model (gam)
geeglm_tidiers Tidying methods for generalized estimating equations models
glance Construct a single row summary "glance" of a model, fit, or other object
glance.aareg Tidiers for aareg objects
glance.Arima Tidying methods for ARIMA modeling of time series
glance.betareg Tidy betareg objects from the betareg package
glance.biglm Tidiers for biglm and bigglm object
glance.binDesign Tidy a binDesign object
glance.cch tidiers for case-cohort data
glance.coxph Tidiers for coxph object
glance.cv.glmnet Tidiers for glmnet cross-validation objects
glance.data.frame Tidiers for data.frame objects
glance.ergm Tidying methods for an exponential random graph model
glance.felm Tidying methods for models with multiple group fixed effects
glance.fitdistr Tidying methods for fitdistr objects from the MASS package
glance.gam Tidying methods for a generalized additive model (gam)
glance.glm Tidying methods for a glm object
glance.glmnet Tidiers for LASSO or elasticnet regularized fits
glance.glmRob Tidiers for lmRob and glmRob objects
glance.gmm Tidying methods for generalized method of moments "gmm" objects
glance.htest Tidying methods for an htest object
glance.kmeans Tidying methods for kmeans objects
glance.list Tidiers for return values from functions that aren't S3 objects
glance.lm Tidying methods for a linear model
glance.lme Tidying methods for mixed effects models
glance.lmodel2 Tidiers for linear model II objects from the lmodel2 package
glance.lmRob Tidiers for lmRob and glmRob objects
glance.matrix Tidiers for matrix objects
glance.Mclust Tidying methods for Mclust objects
glance.merMod Tidying methods for mixed effects models
glance.multinom Tidying methods for multinomial logistic regression models
glance.nlrq Tidying methods for quantile regression models
glance.nls Tidying methods for a nonlinear model
glance.orcutt Tidiers for Cochrane Orcutt object
glance.plm Tidiers for panel regression linear models
glance.poLCA Tidiers for poLCA objects
glance.pyears Tidy person-year summaries
glance.ridgelm Tidying methods for ridgelm objects from the MASS package
glance.rlm Tidying methods for an rlm (robust linear model) object
glance.rowwise_df Tidying methods for rowwise_dfs from dplyr, for tidying each row and recombining the results
glance.rq Tidying methods for quantile regression models
glance.smooth.spline tidying methods for smooth.spline objects
glance.stanreg Tidying methods for an rstanarm model
glance.summary.lm Tidying methods for a linear model
glance.summaryDefault Tidiers for summaryDefault objects
glance.survexp Tidy an expected survival curve
glance.survfit tidy survival curve fits
glance.survreg Tidiers for a parametric regression survival model
glance.tbl_df Tidying methods for rowwise_dfs from dplyr, for tidying each row and recombining the results
glance_.rowwise_df Tidying methods for rowwise_dfs from dplyr, for tidying each row and recombining the results
glance_optim Tidiers for lists returned from optim
glmnet_tidiers Tidiers for LASSO or elasticnet regularized fits
glm_tidiers Tidying methods for a glm object
gmm_tidiers Tidying methods for generalized method of moments "gmm" objects

-- H --

htest_tidiers Tidying methods for an htest object

-- I --

inflate Expand a dataset to include all factorial combinations of one or more variables
insert_NAs insert a row of NAs into a data frame wherever another data frame has NAs

-- K --

kappa_tidiers Tidy a kappa object from a Cohen's kappa calculation
kde_tidiers Tidy a kernel density estimate object from the ks package
kmeans_tidiers Tidying methods for kmeans objects

-- L --

list_tidiers Tidiers for return values from functions that aren't S3 objects
lme4_tidiers Tidying methods for mixed effects models
lmodel2_tidiers Tidiers for linear model II objects from the lmodel2 package
lm_tidiers Tidying methods for a linear model
loess_tidiers Augmenting methods for loess models
lsmeans_tidiers Tidy least-squares means objects from the lsmeans packages

-- M --

matrix_tidiers Tidiers for matrix objects
mclust_tidiers Tidying methods for Mclust objects
mcmc_tidiers Tidying methods for MCMC (Stan, JAGS, etc.) fits
mle2_tidiers Tidy mle2 maximum likelihood objects
multcomp_tidiers tidying methods for objects produced by 'multcomp'
multinom_tidiers Tidying methods for multinomial logistic regression models

-- N --

nlme_tidiers Tidying methods for mixed effects models
nls_tidiers Tidying methods for a nonlinear model

-- O --

optim_tidiers Tidiers for lists returned from optim
orcutt_tidiers Tidiers for Cochrane Orcutt object

-- P --

plm_tidiers Tidiers for panel regression linear models
poLCA_tidiers Tidiers for poLCA objects
prcomp_tidiers Tidying methods for principal components analysis via 'prcomp'
process_ergm helper function to process a tidied ergm object
process_geeglm helper function to process a tidied geeglm object
process_lm helper function to process a tidied lm object
process_rq Helper function for tidy.rq and tidy.rqs
pyears_tidiers Tidy person-year summaries

-- R --

rcorr_tidiers Tidying methods for rcorr objects
ridgelm_tidiers Tidying methods for ridgelm objects from the MASS package
rlm_tidiers Tidying methods for an rlm (robust linear model) object
robust_tidiers Tidiers for lmRob and glmRob objects
rowwise_df_tidiers Tidying methods for rowwise_dfs from dplyr, for tidying each row and recombining the results
rq_tidiers Tidying methods for quantile regression models
rstanarm_tidiers Tidying methods for an rstanarm model

-- S --

sexpfit_tidiers Tidy an expected survival curve
smooth.spline_tidiers tidying methods for smooth.spline objects
sparse_tidiers Tidy a sparseMatrix object from the Matrix package
sp_tidiers tidying methods for classes from the sp package.
summary_tidiers Tidiers for summaryDefault objects
survfit_tidiers tidy survival curve fits
survreg_tidiers Tidiers for a parametric regression survival model
svd_tidiers Tidying methods for singular value decomposition

-- T --

tidy Tidy the result of a test into a summary data.frame
tidy.aareg Tidiers for aareg objects
tidy.acf Tidying method for the acf function
tidy.anova Tidying methods for anova and AOV objects
tidy.aov Tidying methods for anova and AOV objects
tidy.aovlist Tidying methods for anova and AOV objects
tidy.Arima Tidying methods for ARIMA modeling of time series
tidy.betareg Tidy betareg objects from the betareg package
tidy.biglm Tidiers for biglm and bigglm object
tidy.binDesign Tidy a binDesign object
tidy.binWidth Tidy a binWidth object
tidy.boot Tidying methods for bootstrap computations
tidy.brmsfit Tidying methods for a brms model
tidy.btergm Tidying method for a bootstrapped temporal exponential random graph model
tidy.cch tidiers for case-cohort data
tidy.character Tidy atomic vectors
tidy.cld tidying methods for objects produced by 'multcomp'
tidy.coeftest Tidying methods for coeftest objects
tidy.confint.glht tidying methods for objects produced by 'multcomp'
tidy.coxph Tidiers for coxph object
tidy.cv.glmnet Tidiers for glmnet cross-validation objects
tidy.data.frame Tidiers for data.frame objects
tidy.default Default tidying method
tidy.density tidy a density objet
tidy.dgCMatrix Tidy a sparseMatrix object from the Matrix package
tidy.dgTMatrix Tidy a sparseMatrix object from the Matrix package
tidy.dist Tidy a distance matrix
tidy.ergm Tidying methods for an exponential random graph model
tidy.felm Tidying methods for models with multiple group fixed effects
tidy.fitdistr Tidying methods for fitdistr objects from the MASS package
tidy.ftable tidy an ftable object
tidy.gam Tidying methods for a generalized additive model (gam)
tidy.gamlss Tidying methods for gamlss objects
tidy.geeglm Tidying methods for generalized estimating equations models
tidy.glht tidying methods for objects produced by 'multcomp'
tidy.glmnet Tidiers for LASSO or elasticnet regularized fits
tidy.glmRob Tidiers for lmRob and glmRob objects
tidy.gmm Tidying methods for generalized method of moments "gmm" objects
tidy.htest Tidying methods for an htest object
tidy.kappa Tidy a kappa object from a Cohen's kappa calculation
tidy.kde Tidy a kernel density estimate object from the ks package
tidy.kmeans Tidying methods for kmeans objects
tidy.Line tidying methods for classes from the sp package.
tidy.Lines tidying methods for classes from the sp package.
tidy.list Tidiers for return values from functions that aren't S3 objects
tidy.lm Tidying methods for a linear model
tidy.lme Tidying methods for mixed effects models
tidy.lmodel2 Tidiers for linear model II objects from the lmodel2 package
tidy.lmRob Tidiers for lmRob and glmRob objects
tidy.logical Tidy atomic vectors
tidy.lsmobj Tidy least-squares means objects from the lsmeans packages
tidy.manova tidy a MANOVA object
tidy.map Tidy method for map objects.
tidy.matrix Tidiers for matrix objects
tidy.Mclust Tidying methods for Mclust objects
tidy.merMod Tidying methods for mixed effects models
tidy.mle2 Tidy mle2 maximum likelihood objects
tidy.multinom Tidying methods for multinomial logistic regression models
tidy.nlrq Tidying methods for quantile regression models
tidy.nls Tidying methods for a nonlinear model
tidy.NULL tidy on a NULL input
tidy.numeric Tidy atomic vectors
tidy.orcutt Tidiers for Cochrane Orcutt object
tidy.pairwise.htest tidy a pairwise hypothesis test
tidy.plm Tidiers for panel regression linear models
tidy.poLCA Tidiers for poLCA objects
tidy.Polygon tidying methods for classes from the sp package.
tidy.Polygons tidying methods for classes from the sp package.
tidy.power.htest tidy a power.htest
tidy.prcomp Tidying methods for principal components analysis via 'prcomp'
tidy.pyears Tidy person-year summaries
tidy.rcorr Tidying methods for rcorr objects
tidy.ref.grid Tidy least-squares means objects from the lsmeans packages
tidy.ridgelm Tidying methods for ridgelm objects from the MASS package
tidy.rjags Tidying methods for MCMC (Stan, JAGS, etc.) fits
tidy.roc Tidiers for objects from the AUC package
tidy.rowwise_df Tidying methods for rowwise_dfs from dplyr, for tidying each row and recombining the results
tidy.rq Tidying methods for quantile regression models
tidy.rqs Tidying methods for quantile regression models
tidy.sparseMatrix Tidy a sparseMatrix object from the Matrix package
tidy.SpatialLinesDataFrame tidying methods for classes from the sp package.
tidy.SpatialPolygons tidying methods for classes from the sp package.
tidy.SpatialPolygonsDataFrame tidying methods for classes from the sp package.
tidy.spec tidy a spec objet
tidy.stanfit Tidying methods for MCMC (Stan, JAGS, etc.) fits
tidy.stanreg Tidying methods for an rstanarm model
tidy.summary.glht tidying methods for objects produced by 'multcomp'
tidy.summary.lm Tidying methods for a linear model
tidy.summaryDefault Tidiers for summaryDefault objects
tidy.survexp Tidy an expected survival curve
tidy.survfit tidy survival curve fits
tidy.survreg Tidiers for a parametric regression survival model
tidy.table tidy a table object
tidy.tbl_df Tidying methods for rowwise_dfs from dplyr, for tidying each row and recombining the results
tidy.ts tidy a ts timeseries object
tidy.TukeyHSD tidy a TukeyHSD object
tidy.zoo Tidying methods for a zoo object
tidyMCMC Tidying methods for MCMC (Stan, JAGS, etc.) fits
tidy_.rowwise_df Tidying methods for rowwise_dfs from dplyr, for tidying each row and recombining the results
tidy_optim Tidiers for lists returned from optim
tidy_svd Tidying methods for singular value decomposition
tidy_xyz Tidiers for x, y, z lists suitable for persp, image, etc.

-- U --

unrowname strip rownames from an object

-- X --

xyz_tidiers Tidiers for x, y, z lists suitable for persp, image, etc.

-- Z --

zoo_tidiers Tidying methods for a zoo object