Statistical Distribution Comparison of Original vs Imputed Values

Runs Kolmogorov-Smirnov (KS) tests and two-sample comparisons on observed vs imputed values across specified variables, reporting test statistics and p-values.

Usage

test_imputed_distributions(orig, imp, cols)

Arguments

orig

Data frame containing original (pre-imputation) values.

imp

Data frame containing post-imputation values.

cols

Character vector of variable names to test.

Value

A tibble with one row per variable summarizing distribution comparison tests.

See also

[compare_imputed_ecdf()]