Rice Price Prediction in Malaysia

Nor Haziqah Mohd Yusri, Nur Amalina binti Shafie, N. A. M. Ghani
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Abstract

Rice is a staple food in Malaysia. There are three leading crops consumed by humans which include rice, wheat, and maize. Among these three crops, rice is by far the most important for people in low and low-middle-income countries. Thus, rice has a pivotal role as a source of nutrition for most Malaysians and a principal source of income for farmers. In this study, a data set of monthly rice prices in Malaysia from January 2013 to December 2021 is used from IndexMundi. A total of108 observations were examined by using the Box-Jenkins method which is Autoregressive Integrated Moving Average (ARIMA). This study found that the ARIMA(2,1,1) is the best model using the data based on Akaike’s Information Criterion (AIC) and Bayesian Information Criterion (BIC) value. This research aimed to identify the behavior, the best fit model, and forecast the future value of rice prices in Malaysia.
马来西亚大米价格预测
大米是马来西亚的主食。人类食用的三种主要作物包括水稻、小麦和玉米。在这三种作物中,水稻对低收入和中低收入国家的人们来说是最重要的。因此,大米作为大多数马来西亚人的营养来源和农民的主要收入来源具有关键作用。在本研究中,马来西亚2013年1月至2021年12月的月度大米价格数据集来自IndexMundi。采用自回归综合移动平均(ARIMA)的Box-Jenkins方法对108个观测值进行了检验。本研究发现,基于赤池信息准则(AIC)和贝叶斯信息准则(BIC)值的数据,ARIMA(2,1,1)是最佳模型。本研究旨在确定行为,最佳拟合模型,并预测未来价值的大米价格在马来西亚。
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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