Autoregressive Integrated Moving Average Predictive Modelling for Per Capita GDP of Nepal

Dipendra Bahadur Chand
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Abstract

A nation's Gross Domestic Product (GDP) is an important index that reflects the health and performance of an economy and its aggregate income. In this paper, annual data of Nepal's GDP for the period 1960 – 2022 is used to forecast the GDP of Nepal through Autoregressive Integrated Moving Average (ARIMA) modelling techniques. We seek to make accurate long-term predictions for the period 2023 – 2037 to gain insights into the future expected trajectory of economic growth in Nepal. In the present empirical study, stationarity at the second-order differencing with the ARIMA (2, 2, 1) model is identified to predict the GDP of Nepal for the next 15 years. The finding shows that the forecast values of Nepal’s GDP will be $1384.426 per capita in 2023 and $2180.822 per capita in 2037. Our study provides skeletal guidance for government bodies and investors who rely on planning and strategizing resources on accurate predictions of GDP per capita. By accurately predicting GDP per capita, administrators in investment and policy making can make informed economic decisions that may steer economic growth, stability, and development in an optimum direction.  
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尼泊尔人均国内生产总值的自回归综合移动平均预测模型
一个国家的国内生产总值(GDP)是反映其经济健康状况和表现及其总收入的重要指标。本文利用 1960 - 2022 年期间尼泊尔国内生产总值的年度数据,通过自回归综合移动平均(ARIMA)建模技术预测尼泊尔的国内生产总值。我们试图对 2023 - 2037 年期间进行准确的长期预测,以深入了解尼泊尔未来经济增长的预期轨迹。在本实证研究中,利用 ARIMA(2,2,1)模型确定了二阶差分的静止性,以预测尼泊尔未来 15 年的国内生产总值。研究结果表明,尼泊尔 2023 年的国内生产总值预测值为人均 1384.426 美元,2037 年为人均 2180.822 美元。我们的研究为政府机构和投资者提供了骨架指导,因为他们的规划和战略资源依赖于对人均 GDP 的准确预测。通过准确预测人均 GDP,投资和决策管理者可以做出明智的经济决策,从而引导经济增长、稳定和发展朝着最佳方向前进。
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