panelsummary creates publication-quality regression tables that have
multiple panels. Paneled regression tables are particularly useful for
showing output for models that are estimated with multiple dependent
variables. A simple call to panelsummary::panelsummary will create a
regression table that can be viewed in the RStudio Viewer panel, be
edited with kableExtra’s suite of customization functions, and be
output to latex.
As of now, panelsummary is intended for use with the fixest package,
although more model classes are planned. Please use the
panelsummary::models_supported function to view a list of all model
classes that are currently supported.
You can install the development version of panelsummary from GitHub with:
# install.packages("devtools")
devtools::install_github("michaeltopper1/panelsummary")panelsummary can easily create beautiful paneled tables without any
manual editing:
One of the strongest cases to use panelsummary is that it returns a
kableExtra object. This means that you can easily customize your table
using kableExtra’s suite of functions with the pipe operator (|>).
Under the hood, panelsummary::panelsummary calls
modelsummary::modelsummary and inherits many of the same arguments.
Some examples of arguments that are shared:
stars- indicate significance.coef_map- subset, rename, and reorder coefficients.coef_omit- use regular expressions to determine which coefficients should be omitted from the table.gof_map- rename, reorder, and omit goodness-of-fit statistics.
To learn more about panelsummary, get started with the introductory
vignette.