simulate_DMLM: Title simulate data for DMLMbvs model

In Goodgolden/LDTM: Longitudinal Dirichlet Tree Multinomial Model

Title simulate data for DMLMbvs model

Description

Title simulate data for DMLMbvs model

Usage

simulate_DMLM(
  subject_sim = 50,
  B_sim = 50,
  n_vars = 50,
  active_cov = 10,
  rho = NULL,
  Sigma = NULL,
  seed = 111
)

Arguments

subject_sim	integer Number of subjects to simulate
B_sim	integer Number of betas
n_vars	integer Number of covariates to simulate
active_cov	integer Number of associated covariates
rho	numeric Used for covariate correlation between 0 & 1. Default is NULL. Need either rho or Sigma to be input.
Sigma	matrix A symmetric positive definite matrix used for covariate correlation structure columns must match number of covariates. Default is NULL. Need either rho or Sigma to be input.
seed	integer Seed for reproducibility, default = 555

Value

a list of outcomes:

• Y = Y,

• Z = Z,

• X = X,

• true_cov = true_cov,

• true_coeff = true_coeff,

• true_coeff_beta = true_coeff_beta)

Goodgolden/LDTM documentation built on May 25, 2022, 5:25 p.m.