SurveyStat (version 1.0.3)

clean_missing: Clean missing values in specified column

Description

This function handles missing values using specified imputation method. Supports mean, median, and mode imputation for numeric variables.

Usage

clean_missing(data, col, method = c("mean", "median", "mode"))

Value

A data.frame with missing values imputed

Arguments

data

A data.frame containing survey data

col

Character string specifying column name to clean

method

Character string specifying imputation method ("mean", "median", or "mode")

Examples

data <- data.frame(age = c(25, NA, 30, NA, 35))
clean_data <- clean_missing(data, "age", method = "mean")