buildsim.lm {simitation}

Internal function for Simulation for Linear Regression Data

Description

This internal function is designed to generate data based on a linear regression model specified by the provided formula. It is not intended for direct usage by end-users.

Usage

buildsim.lm(dat, the.formula, the.variable, n, num.experiments = 1)

Arguments

dat

A data.frame or data.table containing the variables referenced in the.formula.

the.formula

A character string specifying the linear regression function, e.g., "lm(0.5 * X + 1.2 * Y + N(0,2))".

the.variable

A character string naming the variable in the generated data.

n

An integer specifying the number of data points to generate for each experiment.

num.experiments

An integer specifying the number of experiments to simulate. Default is 1.

Value

A data frame with simulated linear regression values based on the given formula.