Summary Tables and Plots for Statistical Models and Data: Beautiful, Customizable, and Publication-Ready
Include all columns of a dataframe.
Display all observations in a table.
'Arguments' pseudo-function
Rename model terms
Retrieve or modify the row or column labels.
Persistent user settings for the modelsummary package
Balance table: Summary statistics for different subsets of the data (e...
Format the content of a correlation table
Generate a correlation table for all numeric variables in your dataset...
Cross tabulations for categorical variables
Draw a table from a data.frame
Quick overview of numeric or categorical variables
Summary tables using 2-sided formulae: crosstabs, frequencies, table 1...
safe do.call
'DropEmpty' pseudo-function
dsummary() is a shortcut to datasummary()
Title models with their dependent variables
Escape problematic characters to allow display in HTML
Escape problematic characters to allow compilation in LaTeX
Make sure LaTeX and HTML are safe to compile
Use a variable as a factor to give rows in a table.
Rounding with decimal digits in the fmt argument
Rounding with number of digits determined by an equivalence test
Rounding using scientific notation
Rounding with significant digits in the fmt argument
Rounding with the sprintf() function in the fmt argument
Rounding with decimal digits on a per-statistic basis in the fmt arg...
Rounding with decimal digits on a per-term basis in the fmt argument...
Use a variable as a factor to give rows in a table.
Extract model estimates in a tidy format.
Extract goodness-of-fit statistics from a single model using the `broo...
Extract goodness-of-fit statistics from a single model using the `perf...
Extract goodness-of-fit statistics a tidy format.
Allow users to override uncertainty estimates
Allow users to override uncertainty estimates
Avoid namespace conflict when we want to customize glance internally a...
Avoid namespace conflict when we want to customize glance internally a...
Avoid namespace conflict when we want to customize glance internally a...
Extract custom information from a model object and turn it into a tidy...
Data.frame used to clean up and format goodness-of-fit statistics
'Heading' pseudo-function
datasummary statistic shortcut
Execute code silently
Add a label to a logical vector.
rename and reorder estimates from a single model (before merging t...
Internal function to subset, rename and re-order gof statistics
datasummary statistic shortcut
datasummary statistic shortcut
datasummary statistic shortcut
datasummary statistic shortcut
Model Summary Plots with Estimates and Confidence Intervals
Superseded function
Model Summary Tables
msummary() is a shortcut to modelsummary()
Use a variable as a factor to give rows in a table.
datasummary statistic shortcut
datasummary statistic shortcut
datasummary statistic shortcut
datasummary statistic shortcut
datasummary statistic shortcut
datasummary statistic shortcut
datasummary statistic shortcut
datasummary statistic shortcut
datasummary statistic shortcut
Generate terms to paste values together in table.
Pseudo-function to compute a statistic relative to a reference set.
datasummary statistic shortcut
Generate 'x +/- y' terms in table.
tidy generic
Use a variable as a factor to give rows in a table.
Retrieve or modify the row or column labels.
Display all observations in a table.
datasummary statistic shortcut
List of model objects from which modelsummary can extract estimates ...
Avoid namespace conflict when we want to customize glance internally a...
Avoid namespace conflict when we want to customize glance internally a...
Extract custom information from a model object and turn it into a tidy...
Update modelsummary and its dependencies
datasummary statistic shortcut
Create beautiful and customizable tables to summarize several statistical models side-by-side. Draw coefficient plots, multi-level cross-tabs, dataset summaries, balance tables (a.k.a. "Table 1s"), and correlation matrices. This package supports dozens of statistical models, and it can produce tables in HTML, LaTeX, Word, Markdown, PDF, PowerPoint, Excel, RTF, JPG, or PNG. Tables can easily be embedded in 'Rmarkdown' or 'knitr' dynamic documents. Details can be found in Arel-Bundock (2022) <doi:10.18637/jss.v103.i01>.