Application of SARIMA, GRU, and Prophet for Capturing Seasonal Patterns in Consumer Price Inflation
Seasonal dynamics make inflation forecasting challenging in emerging economies where holiday effects, regulated prices, and supply shocks interact. This study models Indonesia’s monthly consumer price inflation (CPI) using official data from Statistics Indonesia (May 2006–April 2025) and evaluates t...
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| Format: | Artigo |
| Język: | Inglês |
| Wydane: |
Politeknik Negeri Batam
2026-02-01
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| Seria: | Journal of Applied Informatics and Computing |
| Hasła przedmiotowe: | |
| Dostęp online: | https://jurnal.polibatam.ac.id/index.php/JAIC/article/view/11802 |
| Etykiety: |
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