Function reference • modelsummary

Model summary

modelsummary(): Model Summary Tables

modelplot(): Model Summary Plots with Estimates and Confidence Intervals

get_estimates(): Extract model estimates in a tidy format.

get_gof(): Extract model gof A mostly internal function with some potential uses outside.

dvnames(): Title models with their dependent variables

gof_map: Data.frame used to clean up and format goodness-of-fit statistics

coef_rename(): Rename model terms

Data summary

datasummary(): Summary tables using 2-sided formulae: crosstabs, frequencies, table 1s and more.

datasummary_skim(): Quick overview of numeric or categorical variables

datasummary_balance(): Balance table: Summary statistics for different subsets of the data (e.g., control and treatment groups)

datasummary_crosstab(): Cross tabulations for categorical variables

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

Formatting functions

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_term(): Rounding with decimal digits on a per-term basis in the fmt argument for modelsummary()

fmt_statistic(): Rounding with decimal digits on a per-statistic basis in the fmt argument for modelsummary()

Data summary formula helpers

Histogram(): datasummary statistic shortcut

Min(): datasummary statistic shortcut

Max(): datasummary statistic shortcut

Mean(): datasummary statistic shortcut

Median(): datasummary statistic shortcut

SD(): datasummary statistic shortcut

Var(): datasummary statistic shortcut

N(): datasummary statistic shortcut

NPercent(): datasummary statistic shortcut

NUnique(): datasummary statistic shortcut

Ncol(): datasummary statistic shortcut

P0(): datasummary statistic shortcut

P25(): datasummary statistic shortcut

P50(): datasummary statistic shortcut

P75(): datasummary statistic shortcut

P100(): datasummary statistic shortcut

PercentMissing(): datasummary statistic shortcut

Other

update_modelsummary(): Update modelsummary and its dependencies