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The method\nconstructs a classification tree where splits are determined by\ncovariates, and the splitting criterion is based on a group\nfactor model representation of the time series within each\nnode. Both threshold-based and permutation-based tests are\nsupported for splitting decisions, with an option for parallel\ncomputation. 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