A/B testing comparing percent per group — abtest_targetpct • explore

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)