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Long memory with stochastic variance model: A recursive analysis for US inflation

โœ Scribed by Bos, Charles S.; Koopman, Siem Jan; Ooms, Marius


Book ID
123531345
Publisher
Elsevier Science
Year
2014
Tongue
English
Weight
516 KB
Volume
76
Category
Article
ISSN
0167-9473

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We introduce a nonlinear model of stochastic volatility within the class of "product type" models. It allows different degrees of dependence for the "raw" series and for the "squared" series, for instance implying weak dependence in the former and long memory in the latter. We discuss its main stati