GMD: Generate Missing Data function

In DLMRMV: Distributed Linear Regression Models with Response Missing Variables

Generate Missing Data function

Description

This function generates missing data in a specified column of a data frame according to a given missing ratio.

Usage

GMD(data, ratio)

Arguments

data	A data frame containing the linear regression model dataset
ratio	The missing ratio (e.g., 0.5 means 1/2 of data will be made missing)

Value

data0

A modified version of 'data' with missing values inserted.

Examples

set.seed(123) # for reproducibility
data <- data.frame(x = 1:10, y = rnorm(10))
modified_data <- GMD(data, ratio = 0.5)
summary(modified_data)

DLMRMV documentation built on April 12, 2025, 1:25 a.m.