疫情对罗马尼亚电子市场的影响:非线性回归模型

C. Boldea, B. Boldea
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引用次数: 2

摘要

新冠肺炎疫情对罗马尼亚和欧洲电子市场产生了强烈影响,网上销售额呈爆炸式增长,特别是在春季和秋季两波疫情开始时。通过对罗马尼亚在线销售额月度变化的统计回归分析,我们提出了该商业部门增长的非线性回归模型,该模型考虑了2020-2021年三次大流行浪潮的经济和社会影响,并将增长的逻辑方程与市场的衰减准周期性变化相结合。该模型可以预测2021年和2022年在线买家的整体行为,与去年类似,但年增长率峰值略低于2020年。
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THE PANDEMIC WAVES’ IMPACT ON ROMANIAN E-MARKET: A NON-LINEAR REGRESSION MODEL
The SARS-COV2 pandemic had a strong impact on the Romanian and European e-Market, manifested by the explosive increase in online sales, especially at the beginning of the two waves of epidemic, in spring and autumn. Using a statistical regressive analysis of monthly change in the volume of online sales in Romania, we propose a non-linear regression model of growth of this commercial sector that take into account the economic and socials effects of the three pandemic waves in 2020-2021, combining logistic equations of growth with attenuated quasi-periodical variations of market. The model allows a prediction of the overall behavior of online buyers for 2021 and 2022, similar to last year, but with annual growth peaks slightly less pronounced than in 2020.
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