用ARIMA方法预测马甸县人口

Yuniar Farida, Mayandah Farmita, Nurissaidah Ulinnuha, Dian Yuliati
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摘要

麦迪文摄政的高人口增长可能导致人口密度,这可能会对其他问题产生影响,包括社会、经济、福利、安全、土地可用性、清洁水的可用性和食物需求。本研究旨在利用ARIMA方法预测马甸摄政的人口增长。ARIMA (Autoregressive Integrated Moving Average,自回归综合移动平均)方法是一种常用的预测时间序列数据的方法,由于其计算过程是逐步进行的,因此具有较高的可靠性。本文利用马迪云县1983 - 2021年的年度人口数据,建立了MAPE值为8.42%的ARIMA预测模型(0,2,1)。本研究的结果有望作为马甸摄政政府预测未来马甸摄政人口水平引起的问题出现的信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Forecasting Population of Madiun Regency Using ARIMA Method
The high population growth of the Madiun Regency can cause population density that can have implications for other problems, both in terms of social, economic, welfare, security, land availability, availability of clean water, and food needs. This study aims to predict the population growth of Madiun Regency using the ARIMA method. The ARIMA (Autoregressive Integrated Moving Average) method is popular for forecasting time series data, which is reliable because the calculation process is done gradually. This study uses annual population data of Madiun Regency from 1983 to 2021 and produces an ARIMA forecasting model (0,2,1) with a MAPE value of 8.42%. The results of this study are expected to be used as information from the Madiun Regency government in anticipating the emergence of problems caused by the population level of Madiun Regency in the future.
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