On the connection between model selection criteria and quadratic discrimination in ARMA time series models
This article establishes the connection between quadratic discrimination and model selection criterion in the ARMA framework. We show that analyzing model selection in ARMA time series models as a quadratic discrimination problem provides a unifying approach for deriving model selection criteria.
Year of publication: |
2007
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Authors: | Galeano, Pedro ; Peña, Daniel |
Published in: |
Statistics & Probability Letters. - Elsevier, ISSN 0167-7152. - Vol. 77.2007, 9, p. 896-900
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Publisher: |
Elsevier |
Keywords: | Asymptotic efficiency Consistency Model selection criteria Quadratic discrimination rule |
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