Tidy an ipf_rake object

Returns a one-row-per-variable-per-level tibble with target proportions, weighted proportions, and discrepancy.

Usage

# S3 method for class 'ipf_rake'
tidy(x, ...)

Arguments

x

An ipf_rake object.

...

Additional arguments (ignored).

Value

A tibble with columns: variable, level, target, weighted_pct, discrepancy.

Examples

data <- data.frame(
  gender = sample(c('M', 'F'), 100, replace = TRUE, prob = c(0.6, 0.4))
)
targets <- list(gender = c(M = 0.5, F = 0.5))
result <- rake(data, targets)
tidy(result)
#> # A tibble: 2 × 5
#>   variable level target weighted_pct discrepancy
#>   <chr>    <chr>  <dbl>        <dbl>       <dbl>
#> 1 gender   M        0.5        0.500    8.33e-16
#> 2 gender   F        0.5        0.500   -3.33e-16