Article ID Journal Published Year Pages File Type
7548727 Statistics & Probability Letters 2018 15 Pages PDF
Abstract
We propose a general class of non-linear mixed Poisson autoregressions whose form and parameters are periodic over time. Under a periodic contraction condition on the forms of the conditional mean, we show the existence of a unique nonanticipative solution to the model, which is strictly periodically stationary, periodically ergodic and periodically weakly dependent having in the pure Poisson case finite moments of any (integer) order. Applications to some well-known integer-valued time series models are considered.
Keywords
Related Topics
Physical Sciences and Engineering Mathematics Statistics and Probability
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