Gadhi, Adel Hassan A.; Peiris, Shelton; Allen, David E.; … - In: Econometrics : open access journal 13 (2025) 1, pp. 1-23
through GARMA. By employing rigorous model selection criteria through simulation study, we find that the hybrid GARMA …-LSTM model outperforms traditional approaches in forecasting long-memory time series. This characteristic is confirmed using … accurate and reliable forecasting in long-memory time series. Additionally, we compare the GARMA-LSTM model with other …