The use of Multifactor Regression Models in Forecasting in the Agricultural Sector of Yakutia

L. M. Byastinova
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Abstract

Under the constantly changing economic conditions of management, ensuring food security in the country, as well as in the regions becomes especially relevant. Agriculture is the only industry that is able to bring countries into a state of complete self-sufficiency, which is clearly indicated in the Doctrine of Food Security of Russia. With this in mind, the intensification of agricultural sectors, through the introduction of new technologies and improving the quality of land use is a particularly topical challenge. In this regard, the state faces the issues of the development of the industry and scientific forecast of its main indicators, taking into account the existing factors and conditions. This article provides a detailed methodology for developing a forecast for the agricultural sector using multivariate regression models. The main factors influencing the indicators of agriculture are considered, the main ones are highlighted and a multifactorial regression model is developed to forecast the indicator of gross agricultural output for the next five years. Recommendations are given for improving the application of this method in relation to the region under consideration.
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多因素回归模型在雅库特农业部门预测中的应用
在不断变化的经济管理条件下,确保国家和地区的粮食安全变得尤为重要。农业是唯一能够使国家达到完全自给自足状态的产业,这一点在《俄罗斯粮食安全理论》中有明确表述。有鉴于此,通过引进新技术和提高土地使用质量来实现农业部门的集约化是一项特别重要的挑战。在这方面,国家面临着产业发展和在考虑现有因素和条件的基础上对其主要指标进行科学预测的问题。本文提供了利用多元回归模型对农业部门进行预测的详细方法。考虑了影响农业指标的主要因素,突出了主要因素,并建立了一个多因素回归模型来预测未来五年的农业总产值指标。就如何在所考虑的地区更好地应用这一方法提出了建议。
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