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Abstract
Given that the Euclidean distance between the parameter estimates of autoregressive expansions of autoregressive moving average models can be used to classify stationary time series into groups, a test is proposed to determine whether or not two stationary time series in a particular group have significantly different generating processes. The results of computer simulations are given.