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20042025
most citedIdentifiability of parameters in latent structure models with many observed variables

466 citations · 665 across the 35 of their papers we have counts for

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math.ST2017

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…