Create a summary table for a two-sample proportion test

Create a summary table for a two-sample proportion test

Usage

infer_2prop_test(
  data,
  formula,
  success,
  digits = 3,
  conf_lvl = 0.95,
  caption = NULL
)

Arguments

data

A data frame (or tibble).

formula

The variables to run the test on, in formula syntax, var1 ~ var2.

success

The data value that constitutes a "success".

digits

The number of digits to round table values to. Defaults to 3.

conf_lvl

The confidence level of the interval, entered as a value between 0 and 1. Defaults to 0.95.

caption

An override to the table caption. A sensible default is provided.

p0

THe null hypothesis value. Defaults to 0.5.

Value

An object of class flextable. In an interactive environment, results are viewable immediately.

Examples

infer_2prop_test(mtcars, vs~am, success = 1)
Two Sample Proportion Test Between vs and am 
Successes: 1
Variable
n
Successes
n
n
Missing
p̂
Standard
Error
z
p-value
(2 tail)
0
7
19
0
0.368
0.177
0.907
0.341
1
7
13
0
0.538
infer_2prop_test(mtcars, vs~am, success = 1, conf_lvl = .9, digits = 4)
Two Sample Proportion Test Between vs and am 
Successes: 1
Variable
n
Successes
n
n
Missing
p̂
Standard
Error
z
p-value
(2 tail)
0
7
19
0
0.3684
0.1771
0.9069
0.3409
1
7
13
0
0.5385