2 papers
stat.ME2026
A Restricted Latent Class Hidden Markov Model for Polytomous Responses, Polytomous Attributes, and Covariates: Identifiability and Application
Eric Alan Wayman, Steven Andrew Culpepper, Jeff Douglas +1
We introduce a restricted latent class exploratory model for longitudinal data with ordinal attributes and respondent-specific covariates. Responses follow a time inhomogeneous hid…
stat.ME2026
A Restricted Latent Class Model with Polytomous Attributes and Respondent-Level Covariates
Eric Alan Wayman, Steven Andrew Culpepper, Jeff Douglas +1
We present an exploratory restricted latent class model where response data is for a single time point, polytomous, and differing across items, and where latent classes reflect a m…