Beyond Equidistant Assumptions: An Autoregressive Ordered Stereotype Model for Ordinal Time Series

Anna Nalpantidi, Dimitris Karlis, Daniel Fernández

We propose an extension of the ordered stereotype model (OSM) for ordinal time series data, referred to as the Autoregressive OSM (AR-OSM). The model captures serial dependence by…