Model-based fuzzy time series clustering of conditional higher moments

Roy Cerqueti, Massimiliano Giacalone, Raffaele Mattera

This paper develops a new time series clustering procedure allowing for heteroskedasticity, non-normality and model's non-linearity. At this aim, we follow a fuzzy approach. Specif…