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A novel approach to forecast time series exhibiting aperiodic cycles using Exponential Autoregressive Moving Average models

When modeling real-world processes, the data generating process may exhibit behavior such as significant aperiodic cycles with variable peaks and troughs. In such cases, which can be ascertained through periodogram analysis, non-linear time-series models are crucial. Evolved from the family of Expon...

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Hlavní autoři: Saikath Das, Bishal Gurung, Achal Lama, Kamalesh Narain Singh
Médium: Artigo
Jazyk:Inglês
Vydáno: Taylor & Francis 2026-02-01
Edice:Research in Statistics
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On-line přístup:https://www.tandfonline.com/doi/10.1080/27684520.2026.2635364
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