R: Convert Statistical Analysis Objects into Tidy Data Frames

# Convert Statistical Analysis Objects into Tidy Data Frames

## Documentation for package ‘broom’ version 0.4.2

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

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