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We introduce the higher order spreading models associated to a Banach space . Their definition is based on -sequences with a regular thin family and the plegma families. We show that the higher order spreading models of a Banach space form an increasing transfinite hierarchy . Each contains all spreading models generated by -sequences with order of equal to . We also provide a study of the fundamental properties of the hierarchy.

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