Show regression models with gtsummary interface

Provides an interface to visualize the model results with gtsummary package in table format. check https://www.danieldsjoberg.com/gtsummary/articles/tbl_regression.html#customize-output to see possible output customization.

Usage

br_show_table_gt(breg, idx = NULL, ..., tab_spanner = NULL)

Arguments

breg

A regression object with results (must pass assert_breg_obj_with_results()).

idx

Index or names (focal variables) of the model(s).

...

Arguments passing to gtsummary::tbl_regression() excepts x.

tab_spanner

(character)
Character vector specifying the spanning headers. Must be the same length as tbls. The strings are interpreted with gt::md. Must be same length as tbls argument. Default is NULL, and places a default spanning header. If FALSE, no header will be placed.

Value

A table

See also

Other br_show: br_show_fitted_line(), br_show_fitted_line_2d(), br_show_forest(), br_show_forest_ggstats(), br_show_forest_ggstatsplot(), br_show_risk_network(), br_show_table()

Examples

if (rlang::is_installed("gtsummary")) {
  m <- br_pipeline(mtcars,
    y = "mpg",
    x = colnames(mtcars)[2:4],
    x2 = "vs",
    method = "gaussian"
  )
  br_show_table_gt(m)
}


  
Characteristic
      

        
cyl
      
      

        
disp
      
      

        
hp
      
    
Beta
      
95% CI
      
p-value
      
Beta
      
95% CI
      
p-value
      
Beta
      
95% CI
      
p-value
    
cyl
-3.1
-4.2, -2.0
<0.001











vs
-0.94
-4.8, 2.9
0.6
1.5
-1.7, 4.7
0.4
2.6
-1.3, 6.4
0.2
disp






-0.04
-0.05, -0.02
<0.001





hp












-0.05
-0.08, -0.03
<0.001
Abbreviation: CI = Confidence Interval