View source: R/estimate_win_prob.R
estimate_win_prob | R Documentation |
Creates a tibble of win probabilities for each option based on the data observed.
estimate_win_prob(input_df, distribution, priors = list())
input_df |
Dataframe containing option_name (str) and various other columns depending on the distribution type. See vignette for more details. |
distribution |
String of the distribution name |
priors |
Optional list of priors. Defaults will be use otherwise. |
tibble object with 2 columns: 'option_name' and 'win_probability' formatted as a percent
input_df <- tibble::tibble(
option_name = c("A", "B"),
sum_clicks = c(1000, 1000),
sum_conversions = c(100, 120)
)
estimate_win_prob(input_df, "conversion_rate")
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