2 papers
stat.ML2024
Equivalence Set Restricted Latent Class Models (ESRLCM)
Jesse Bowers, Steve Culpepper
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…
stat.ML2022
Dependent Latent Class Models
Jesse Bowers, Steve Culpepper
Latent Class Models (LCMs) are used to cluster multivariate categorical data (e.g. group participants based on survey responses). Traditional LCMs assume a property called conditio…