generate_data: Generate data for simulation study

In LindaNab/simexvsmecor: Comparison of Simex and Mecor for Measurement Error Correction

Description

Generate data for simulation study

Usage

generate_data(
  seed_no,
  nobs,
  gamma,
  omega_sq,
  nrep = 3,
  tau_sq,
  sigma_sq,
  beta = 0.2
)

Arguments

seed_no	seed no. used to generate data
nobs	number of observations
gamma	Cov(X,Z) / Var(X)
omega_sq	Var(X|Z)
nrep	number of replicates of X_star (defaults to 3)
tau_sq	extra variance due to measurement error in error-prone measure X_star
sigma_sq	Var(Y|X,Z)
beta	estimand, defaults to 0.2

Value

Data.frame with variables Z, X, X_star_1, ..., X_star_nrep and Y

LindaNab/simexvsmecor documentation built on Dec. 17, 2021, 1:09 a.m.