gen_mixed: Continuous and Ordinal Simulated Data

In MCCM: Mixed Correlation Coefficient Matrix

Continuous and Ordinal Simulated Data

Description

Generate multi-normal sample and segment it into ordinal.

Usage

gen_mixed(n, R, indc, thresholds)

Arguments

n	the sample size.
R	the correlation coefficient matrix.
indc	vector to indicate whether variables are continuous or categorical.
thresholds	list contains thresholds for ordinal variables

Value

latent	the original normal data.
observed	the observed ordinal data.

Examples

library(mvtnorm)
set.seed(1997)
R1 = gen_CCM(6)
n = 1000
indc = 4:6
thresholds = list(
  c(),
  c(),
  c(),
  c(0),
  c(-0.5,0),
  c(0,0.5)
)
data1 = gen_mixed(n,R1,indc,thresholds)$observed
data1 = data.frame(data1)
table(data1$X4,data1$X5)
table(data1$X5,data1$X6)

MCCM documentation built on May 29, 2024, 12:09 p.m.