Summary Tables and Plots for Statistical Models and Data: Beautiful, Customizable, and Publication-Ready


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Documentation for package ‘modelsummary’ version 0.7.0

Help Pages

coef_rename Rename model terms
datasummary Summary tables using 2-sided formulae: crosstabs, frequencies, table 1s and more.
datasummary_balance Balance table: Summary statistics for different subsets of the data (e.g., control and treatment groups)
datasummary_correlation Generate a correlation table for all numeric variables in your dataset.
datasummary_correlation_format Format the content of a correlation table
datasummary_df Draw a table from a data.frame
datasummary_skim Quick overview of numeric or categorical variables
dvnames Title models with their dependent variables
get_estimates Extract model estimates. A mostly internal function with some potential uses outside.
get_gof Extract model gof A mostly internal function with some potential uses outside.
glance.modelsummary_list Extract goodness-of-fit statistics from a 'modelsummary_list' object.
glance_custom Extract custom information from a model object and turn it into a tidy data.frame or tibble with a single row.
gof_map Data.frame used to clean up and format goodness-of-fit statistics
Histogram datasummary statistic shortcut
Max datasummary statistic shortcut
Mean datasummary statistic shortcut
Median datasummary statistic shortcut
Min datasummary statistic shortcut
modelplot Model Summary Plots with Estimates and Confidence Intervals
modelsummary Model Summary Tables
modelsummary_wide Summary Tables for Models with Grouped Coefficients
N datasummary statistic shortcut
Ncol datasummary statistic shortcut
NPercent datasummary statistic shortcut
NUnique datasummary statistic shortcut
P0 datasummary statistic shortcut
P100 datasummary statistic shortcut
P25 datasummary statistic shortcut
P50 datasummary statistic shortcut
P75 datasummary statistic shortcut
PercentMissing datasummary statistic shortcut
SD datasummary statistic shortcut
supported_models List of model objects from which 'modelsummary' can extract estimates and statistics
tidy.modelsummary_list Extract parameter estimates from a 'modelsummary_list' object.
tidy_custom Extract custom information from a model object and turn it into a tidy data.frame or tibble
Var datasummary statistic shortcut