A Stochastic Multivariate Latent Variable Model For Categorical Responses

This paper introduces a mathematical framework of a stochastic process model as a generalization of diffusion stochastic processes to model latent variables in categorical responses given unobserved random effects and maximum likelihood estimation of parameters is indicated.