Maximum likelihood estimation of the Latent Class Model through model boundary decomposition

Elizabeth S. Allman, Hector Baños Cervantes, Robin Evans +5

The Expectation-Maximization (EM) algorithm is routinely used for the maximum likelihood estimation in the latent class analysis. However, the EM algorithm comes with no guarantees…