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Integer-valued self-exciting periodic threshold autoregressive processes

Abstract

In this paper, the periodic self-exciting threshold integer-valued autoregressive model of order one with period TT driven by a periodic sequence of independent Poisson-distributed random variables is introduced and analyzed in detail. Basic probabilistic and statistical properties of the model are discussed as well as parameter estimation and forecasting

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