cfsim.lsbclust {lsbclust}

Compare LSBCLUST Simulation Results

Description

This function compares cluster membership and parameter estimates for the results of lsbclust on simulated data to the true underlying values.

Usage

## S3 method for class 'lsbclust'
cfsim(fitted, actual, method = c("diag", "cRand"))

Arguments

fitted

An object of class lsbclust containing the fitted results.

actual

An object of class lsbclust_sim containing the simulated data.

method

The type of statistics to calculate, passed to cl_agreement

Examples

## Simulate LSBCLUST data, fit LSBCLUST, and compare
set.seed(1)
dat <- rlsbclust(ndata = 1, nobs = 100, size = c(10, 8), nclust = c(5, 4, 6, 5))
res <- lsbclust(data = dat[[1]]$data, nclust = c(5, 4, 6, 5))
cfsim(res, dat[[1]])