The goal of simpar is to create parameters for simulation with uncertainty.
You can install the development version from GitHub with:
# install.packages("devtools")
devtools::install_github("metrumresearchgroup/simpar")This is a basic example which shows you how to do a basic simulation:
library(simpar)
theta <- c(1,2,3)/10
covar <- diag(0.1, 3)
omega <- matrix(1)
sigma <- matrix(0.025)
simpar(10, theta, covar, omega, sigma, odf = 100, sdf = 1000)
#> TH.1 TH.2 TH.3 OM1.1 SG1.1
#> 1 -0.15050 0.002991 -0.1527 1.0920 0.02626
#> 2 0.40290 0.590700 0.2461 1.1160 0.02528
#> 3 -0.01761 0.392800 0.1293 0.9291 0.02563
#> 4 0.06225 -0.051720 0.1767 1.1180 0.02545
#> 5 -0.22530 0.040420 0.5298 1.2600 0.02522
#> 6 0.01525 0.197500 0.3034 0.7389 0.02398
#> 7 -0.09135 -0.074840 -0.1018 1.2370 0.02530
#> 8 -0.05287 0.162100 0.2894 0.8426 0.02548
#> 9 0.06726 0.220900 -0.3004 0.9600 0.02449
#> 10 -0.15660 -0.181500 0.2087 1.0200 0.02473