dgp: Generates data from a linear model

In ooelrich/dgpsim: Package for experimenting with misspecification

Description

Generates n_obs observations where the outcome (y) is the weighted sum, with weights given by beta_coefs, of a number of independent uniform(-1, 1) distributed random variables.

Usage

dgp(n_obs, beta_coefs, true_mean = FALSE)

Arguments

n_obs	Number of observations
beta_coefs	Vector of beta coefficients. The length of the vector will determine the number of covariates
trueMean	If TRUE, returns response/outcome without noise. Defaults to false

ooelrich/dgpsim documentation built on Sept. 22, 2020, 9:27 a.m.