abtest_targetpct {explore}

A/B testing comparing percent per group

Description

A/B testing comparing percent per group

Usage

abtest_targetpct(
  data,
  expr,
  n,
  target,
  sign_level = 0.05,
  group_label,
  ab_label = FALSE,
  color = "grey"
)

Arguments

data

A dataset

expr

Expression, that results in a FALSE/TRUE

n

A Variable for number of observations (count data)

target

Target variable (must be 0/1 or FALSE/TRUE)

sign_level

Significance Level (typical 0.01/0.05/0.10)

group_label

Label of groups (default = expr)

ab_label

Label Groups as A and B (default = FALSE)

color

color of bar

Value

Plot that shows if difference is significant

Examples

data <- create_data_buy(obs = 100)
abtest(data, female_ind == 1, target = buy)
abtest(data, age >= 40, target = buy)