Peramalan Ekspor Karet Provinsi Jambi dengan Model Seasonal ARIMA

Eviyana Atmanegara
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引用次数: 1

Abstract

The industrial sector contributed the most to total non-oil and gas exports in Jambi Province. Rubber and its processed products are the main export commodities in the industrial sector. The export value of rubber and its products increased in 2017 but decreased again from 2018 to 2020. The decline in exports harmed the economy in Jambi Province. It is necessary to predict the export value of rubber and its products in the coming period. Forecasting is done on time series data using the ARIMA and SARIMA models. The best model for modeling the export value of rubber and its products in Jambi Province is SARIMA (0,1,1)(0,0,1)12. It is predicted that the export value of rubber and its processed products will decrease by around 4 percent in 2022. And decrease by around 5 percent in 2023. The results of this forecast can be used as an early warning in making policies related to exports in the coming period.
工业部门对占碑省非石油和天然气出口总额的贡献最大。橡胶及其加工产品是工业部门的主要出口商品。2017年橡胶及其制品出口额有所增长,但2018 - 2020年再次下降。出口的下降损害了占碑省的经济。对今后一段时期橡胶及其制品的出口额进行预测是必要的。使用ARIMA和SARIMA模型对时间序列数据进行预测。对占壁省橡胶及其制品出口值进行建模的最佳模型为SARIMA(0,1,1)(0,0,1)12。预计到2022年,橡胶及其加工产品的出口额将减少4%左右。并在2023年减少约5%。这一预测结果可作为未来一段时间制定出口相关政策的预警。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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