LMest (version 2.4.5)

draw_lm_mixed: Draws samples from the mixed LM model

Description

Function that draws samples from the mixed LM model with specific parameters.

Usage

draw_lm_mixed(la, Piv, Pi, Psi, n, TT)

Arguments

la

vector of mass probabilities for the first latent variable

Piv

matrix of initial probabilities of the latent Markov chain (k2 x k1)

Pi

set of transition matrices (k2 x k2 x k1)

Psi

array of conditional response probabitlies (mb x k2 x r)

n

sample size

TT

number of time occasions

Value

Y

matrix of response configurations unit by unit

S

matrix of distinct response configurations

yv

corresponding vector of frequencies

Examples

# NOT RUN {
# draw a sample for 1000 units and only one response variable and 5 time occasions
k1 = 2; k2 = 3
la = rep(1/k1,k1)
Piv = matrix(1/k2,k2,k1)
Pi = array(0,c(k2,k2,k1))
Pi[,,1] = diag(k2)
Pi[,,2] = 1/k2
Psi = cbind(c(0.6,0.3,0.1),c(0.1,0.3,0.6),c(0.3,0.6,0.1))
out = draw_lm_mixed(la,Piv,Pi,Psi,n=1000,TT=5)
# }