Data Summary Tables

Standard Summary Tables

tbl_summary()

Summary table

add_p(<tbl_summary>)

Add p-values

add_q()

Add multiple comparison adjustment

add_overall()

Add overall column

add_difference(<tbl_summary>)

Add differences between groups

add_n(<tbl_summary>) add_n(<tbl_svysummary>) add_n(<tbl_likert>)

Add column with N

add_ci()

Add CI Column

add_stat_label()

Add statistic labels

add_stat()

Add a custom statistic

add_variable_group_header()

Variable Group Header

separate_p_footnotes()

Create footnotes for individual p-values

Cross Tables

tbl_cross()

Cross table

add_p(<tbl_cross>)

Add p-value

Continuous Variable Summary

tbl_continuous()

Summarize continuous variable

add_overall()

Add overall column

add_p(<tbl_continuous>)

Add p-values

add_stat()

Add a custom statistic

Wide Summary Tables

tbl_wide_summary()

Wide summary table

Hierarchical Summary Tables

tbl_hierarchical() tbl_hierarchical_count()

Hierarchical Table

sort_hierarchical()

Sort Hierarchical Tables

filter_hierarchical()

Filter Hierarchical Tables

add_overall()

Add overall column

Likert Summary Tables

tbl_likert()

Likert Summary

add_n(<tbl_summary>) add_n(<tbl_svysummary>) add_n(<tbl_likert>)

Add column with N

Time-to-event Summary Tables

tbl_survfit()

Survival table

add_p(<tbl_survfit>)

Add p-value

add_n(<tbl_survfit>)

Add N

add_nevent(<tbl_survfit>)

Add event N

add_q()

Add multiple comparison adjustment

Survey Design Summary Tables

tbl_svysummary()

Create a table of summary statistics from a survey object

add_p(<tbl_svysummary>)

Add p-values

add_q()

Add multiple comparison adjustment

add_overall()

Add overall column

add_difference(<tbl_svysummary>)

Add differences between groups

add_ci(<tbl_svysummary>)

Add CI Column

add_n(<tbl_summary>) add_n(<tbl_svysummary>) add_n(<tbl_likert>)

Add column with N

add_stat_label()

Add statistic labels

add_stat()

Add a custom statistic

separate_p_footnotes()

Create footnotes for individual p-values

Custom Summary Tables

tbl_custom_summary()

Create a table of summary statistics using a custom summary function

add_overall()

Add overall column

proportion_summary()

Summarize a proportion

ratio_summary()

Summarize the ratio of two variables

Regression Model Summary Tables

tbl_regression()

Regression model summary

tbl_uvregression()

Univariable regression model summary

add_global_p()

Add the global p-values

add_n(<tbl_regression>) add_n(<tbl_uvregression>)

Add N to regression table

add_nevent()

Add event N

combine_terms()

Combine terms

add_glance_table() add_glance_source_note()

Add model statistics

add_q()

Add multiple comparison adjustment

add_significance_stars()

Add significance stars

add_vif()

Add Variance Inflation Factor

plot(<tbl_regression>) plot(<tbl_uvregression>)

Plot Regression Coefficients

Inline Reporting

inline_text(<tbl_summary>) inline_text(<tbl_svysummary>)

Report statistics from summary tables inline

inline_text(<tbl_regression>)

Report statistics from regression summary tables inline

inline_text(<tbl_uvregression>)

Report statistics from regression summary tables inline

inline_text(<tbl_survfit>)

Report statistics from survfit tables inline

inline_text(<tbl_cross>)

Report statistics from cross table inline

inline_text(<tbl_continuous>)

Report statistics from summary tables inline

inline_text(<gtsummary>)

Report statistics from summary tables inline

Output Types

as_gt()

Convert gtsummary object to gt

as_flex_table()

Convert gtsummary object to a flextable object

as_kable()

Convert gtsummary object to a kable object

as_kable_extra()

Convert gtsummary object to a kableExtra object

as_hux_table() as_hux_xlsx()

Convert gtsummary object to a huxtable object

as_tibble(<gtsummary>) as.data.frame(<gtsummary>)

Convert gtsummary object to a tibble

Other Functions

Merge, Stack, Stratify, or Split Summary Tables

tbl_merge()

Merge tables

tbl_stack()

Stack tables

tbl_strata() tbl_strata2()

Stratified gtsummary tables

tbl_strata_nested_stack()

Stratified Nested Stacking

tbl_split() print(<tbl_split>)

Split gtsummary table

tbl_butcher()

Butcher table

Style Summary Tables

modify_header() modify_spanning_header() remove_spanning_header() show_header_names()

Modify column headers, footnotes, and spanning headers

modify_footnote_header() modify_footnote_body() modify_footnote_spanning_header() remove_footnote_header() remove_footnote_body() remove_footnote_spanning_header()

Modify Footnotes

modify_source_note() remove_source_note()

Modify source note

modify_abbreviation() remove_abbreviation()

Modify Abbreviations

modify_caption()

Modify table caption

bold_labels() italicize_labels() bold_levels() italicize_levels()

Bold or Italicize

bold_p()

Bold significant p-values

sort_p() filter_p()

Sort/filter by p-values

remove_row_type()

Remove rows

Style/Format Numeric Vectors

style_percent()

Style percentages

style_pvalue()

Style p-values

style_sigfig()

Style significant figure-like rounding

style_ratio()

Style ratios

style_number()

Style numbers

label_style_number() label_style_sigfig() label_style_pvalue() label_style_ratio() label_style_percent()

Style Functions

Themes

set_gtsummary_theme() reset_gtsummary_theme() get_gtsummary_theme() with_gtsummary_theme() check_gtsummary_theme()

Set gtsummary theme

theme_gtsummary_journal() theme_gtsummary_compact() theme_gtsummary_printer() theme_gtsummary_language() theme_gtsummary_continuous2() theme_gtsummary_mean_sd() theme_gtsummary_eda()

Available gtsummary themes

Advanced modifiers

modify_table_body()

Modify Table Body

modify_bold() remove_bold() modify_italic() remove_italic()

Modify Bold and Italic

modify_column_hide() modify_column_unhide()

Modify hidden columns

modify_column_alignment()

Modify column alignment

modify_fmt_fun()

Modify formatting functions

modify_post_fmt_fun()

Modify post formatting

modify_column_merge() remove_column_merge()

Modify Column Merging

modify_column_indent()

Modify column indentation

modify_missing_symbol()

Modify Missing Substitution

Select Helpers

all_continuous() all_continuous2() all_categorical() all_dichotomous() all_tests() all_intercepts() all_interaction() all_contrasts() all_stat_cols()

Select helper functions

Custom Tidiers

tidy_standardize() tidy_bootstrap() tidy_robust() pool_and_tidy_mice() tidy_gam() tidy_wald_test()

Custom tidiers

ARD Constructors

tbl_ard_continuous()

Summarize continuous variable

tbl_ard_hierarchical()

ARD Hierarchical Table

tbl_ard_summary()

ARD summary table

tbl_ard_wide_summary()

Wide ARD summary table

add_overall(<tbl_ard_summary>)

ARD add overall column

add_stat_label()

Add statistic labels

gather_ard()

Extract ARDs

Construction Helpers

as_gtsummary()

Create gtsummary table

brdg_continuous()

Continuous Summary Table Bridges

brdg_hierarchical() pier_summary_hierarchical()

Hierarchy table bridge

brdg_summary() pier_summary_dichotomous() pier_summary_categorical() pier_summary_continuous2() pier_summary_continuous() pier_summary_missing_row()

Summary table bridge

brdg_wide_summary()

Wide summary table bridge

assign_summary_digits()

Assign Default Digits

assign_summary_type()

Assign Default Summary Type

assign_tests()

Assign Test

Data

trial

Results from a simulated study of two chemotherapy agents