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

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Documentation for package ‘modelsummary’ version 1.3.0

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_crosstab Cross tabulations for categorical variables
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
fmt_decimal Rounding with decimal digits in the 'fmt' argument
fmt_significant Rounding with significant digits in the 'fmt' argument
fmt_sprintf Rounding with the 'sprintf()' function in the 'fmt' argument
fmt_statistic Rounding with decimal digits on a per-statistic basis in the 'fmt' argument for 'modelsummary()'
fmt_term Rounding with decimal digits on a per-term basis in the 'fmt' argument for 'modelsummary()'
get_estimates Extract model estimates in a tidy format.
get_gof Extract model gof A mostly internal function with some potential uses outside.
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
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
update_modelsummary Update 'modelsummary' and its dependencies
Var datasummary statistic shortcut