Standard exponential imputation

Imputes all missing values by independent draws from an exponential distribution with rate 1.

Usage

exp_imputation(X_miss)

Arguments

X_miss

A data set containing missing values.

Value

A completed data set with all missing values replaced by draws from an Exp(1) distribution.

Examples

X <- random_mcar_data(100, 3)
X_imp <- exp_imputation(X)