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Regime-Switching Discrete ARMA Models for Categorical Time Series

For the modeling of categorical time series, both nominal or ordinal time series, an extension of the basic discrete autoregressive moving-average (ARMA) models is proposed. It uses an observation-driven regime-switching mechanism, leading to the family of RS-DARMA models. After having discussed the...

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Detalles Bibliográficos
Autor principal: Weiß, Christian H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7516940/
https://www.ncbi.nlm.nih.gov/pubmed/33286232
http://dx.doi.org/10.3390/e22040458