Median/mode imputation

Imputes numerical variables using their median and categorical variables using their most frequent observed category.

Usage

median_mode_imputation(X_miss)

Arguments

X_miss

A data set containing missing values.

Value

A completed data set with all missing values imputed.

Examples

X <- random_mcar_mixed_data(100, 3, n_fac = 1)
X_imp <- median_mode_imputation(X)