COMPARATIVE PERFORMANCE OF SARIMAX AND LSTM MODEL IN PREDICTING IMPORT QUANTITIES OF MILK, BUTTER, AND EGGS

COMPARATIVE PERFORMANCE OF SARIMAX AND LSTM MODEL IN PREDICTING IMPORT QUANTITIES OF MILK, BUTTER, AND EGGS

This study evaluates how well SARIMAX and LSTM models predict monthly imports of HS-04 commodities (butter, eggs, and milk) in Indonesia. Data were provided by BPS Statistics Indonesia, Bank Indonesia, Ministry of Trade, Trade Map, and Indonesia National Single Window and used from January 2006 to F...

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Bibliographic Details
Main Authors: Ghardapaty Ghaly Ghiffary, Eka Dicky Darmawan Yanuari, Khairil Anwar Notodiputro, Yenni Angraini, Laily Nissa Atul Mualifah
Format: Article
Language:English
Published: Universitas Pattimura 2025-01-01
Series:Barekeng
Subjects:
forecast
hs04
import
lstm
sarimax
Online Access:https://ojs3.unpatti.ac.id/index.php/barekeng/article/view/13958
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https://ojs3.unpatti.ac.id/index.php/barekeng/article/view/13958

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