simulation-example

library(clustersimulation)
#> ════════════════════════════════════════════════════════════════════════════════
#> Welcome in the clustersimulation package (version: 1.0.0)
#> ════════════════════════════════════════════════════════════════════════════════

Simulating from parameters

sim_from_params <- run_simulation(niter = 100,
                                  maxt = 5, 
                                  type = "power", 
                                  method = "kmeans", 
                                  dmin = 0.5, 
                                  rmin = 0.5,
                                  n = 50,
                                  nind = 3,
                                  progress = FALSE)

Simulating from user data

sim <- sim_clust(nclust = 2, n = 100, dmin = 5, rmin = 0, nind = 2)

dat <- clustersimulation:::.get_inds(sim)
dat <- clustersimulation:::.check_data(dat)
udata <- prep_user_data(dat)

sim_from_udata <- run_simulation(niter = 100,
                                 maxt = 5, 
                                 type = "power", 
                                 method = "kmeans", 
                                 dmin = 0.5, 
                                 udata = udata,
                                 progress = FALSE)