Can I read Equivalence Set Restricted Latent Class Models (ESRLCM) on EtoBox?

Equivalence Set Restricted Latent Class Models (ESRLCM) by Bowers, Jesse; Culpepper, Steve is a scholarly article available to read on EtoBox.

What is Equivalence Set Restricted Latent Class Models (ESRLCM) about?

Latent Class Models (LCMs) are used to cluster multivariate categorical data, commonly used to interpret survey responses. We propose a novel Bayesian model called the Equivalence Set Restricted Latent Class Model (ESRLCM). This model identifies clusters who have common item response probabilities, and does so more generically than traditional restricted latent attribute models. We verify the identifiability of ESRLCMs, and demonstrate the effectiveness in both simulations and real-world applications.

Author

Bowers, Jesse; Culpepper, Steve

Published

2024

Language

EN