A hierarchical autoregressive model of time series using fuzzy measures and
the Choquet integral is presented. The fitting and forecasting quality of
the presented model is analysed by applying it to well-known time series da
ta (the sunspot series) and compared with the forecasting qualities of othe
r conventional models.