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This paper develops a method to select the threshold in threshold-based jump detection methods. The method is motivated by an analysis of threshold-based jump detection methods in the context of jump-diffusion models. We show that over the range of sampling frequencies a researcher is most...
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nonstationary. We also establish the estimation theory and asymptotic properties for these models in the short horizon and long …
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