Generalised Linear Models Driven by Latent Processes: Asymptotic Theory and Applications

Wagner Barreto-Souza, Ngai Hang Chan

This paper introduces a class of generalised linear models (GLMs) driven by latent processes for modelling count, real-valued, binary, and positive continuous time series. Extendin…