基于主成分回归的指数平滑模型的重庆民营经济的税收预测
首发时间:2019-05-16
摘要:改革开放以来,重庆民营经济蓬勃发展,在稳定增长、促进创新、增加就业、改善民生等方面作用十分显著,成为推动经济社会发展的不可或缺的重要力量。在面对国内外环境的新变化和经济由高速增长转向高质量发展新局面时,通过税收视角观察,发现重庆民营经济发展面临企业转型和市场环境的双重压力。为更好把握重庆民营经济及其税收的发展趋势,本文采用主成分回归的指数平滑模型,研究方法主要是主成分回归和Holt指数平滑,运用2006-2016年的重庆民营经济税收数据预测2017年和2018年的税收趋势进行实证研究,并与其他普通指数平滑模型的预测结果比较,得出主成分回归的指数平滑模型在税收预测方面较为科学、准确、适用的结论。
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Tax forecasting of Chongqing private economy based on exponential smoothing model of principal component regression
Abstract:Since the reform and opening up, chongqing\'s private economy is booming, and plays a significant role in stabilizing growth, promoting innovation, increasing employment and improving people\'s livelihood, and becoming an indispensable and important force in promoting economic and social development. In the face of the new changes in the domestic and foreign environment and the new situation of the transformation of the economy from high-speed growth to high-quality development, through the perspective of taxation, it is found that the development of chongqing\'s private economy is facing the dual pressure of enterprise transformation and the market environment. better grasp the development trend of the private economy in chongqing and its tax, this paper uses the principal component regression of the exponential smoothing model. The main research method is the principal component regression and Holt exponential smoothing, with the private economy in chongqing from 2006 to 2016 tax data to predict trend of 2017 and 2018 tax, and compared with other ordinary exponential smoothing model predicted results, it is concluded that the principal component regression of the exponential smoothing model is more scientific, accurate and applicable in respect of taxation forecasting.
Keywords: principal component regression exponential smoothing model private economy tax forecasting
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基于主成分回归的指数平滑模型的重庆民营经济的税收预测
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