ft_impute: Impute Missing Values in Factor Vector

In fctutils: Advanced Factor Manipulation Utilities

Impute Missing Values in Factor Vector

Description

Replaces NA values in a factor vector using specified imputation methods.

Usage

ft_impute(factor_vec, method = "mode")

Arguments

factor_vec	A factor vector with potential NA values.
method	The imputation method: 'mode', 'random', or a user-defined function.

Value

A factor vector with NA values imputed.

Author(s)

Kai Guo

Examples

# Example factor vector with NAs
factor_vec <- factor(c('apple', NA, 'banana', 'apple', NA))

# Impute using mode
ft_impute(factor_vec, method = 'mode')

# Impute using random selection
ft_impute(factor_vec, method = 'random')

fctutils documentation built on Oct. 1, 2024, 1:07 a.m.