initialize_example: Initialize Scenario

In yonicd/lmmen: Linear Mixed Model Elastic Net

Description

Create a scenario to run the evaluation functions.

Usage

initialize_example(n.i = 5, n = 30, q = 4, total.beta = 9,
  true.beta = c(1, 1, 1), seed = NULL)

Arguments

n.i	integer, Observations per subject, Default: 5
n	integer, Number of subjects, Default: 30
q	integer, Number of random effects, Default: 4
total.beta	integer, Number of simulated fixed effects, Default: 9
true.beta	numeric, True of fixed effects indicies, Default: c(1,1,1)
seed	integer, set a seed for reproducibility, Default: NULL

Value

(n.i*n) x (1+total.beta+q) matrix containing where the subjects index are the matrix rownames

Description	Parameter	Dimension
Response	y	(n.i*n) x 1
Fixed	X	(n.i*n) x total.beta
Random	Z	(n.i*n) x q

See Also

rmvnorm

Examples

 initialize_example(n.i = 5,n = 30,q=4,seed=1)
 initialize_example(n.i = 10,n = 60,q=4,seed=1)
 initialize_example(n.i = 5,n = 60,q=10,seed=1)

yonicd/lmmen documentation built on May 9, 2019, 2:29 p.m.