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India’s Tea Price Analysis Based on ARMA Model

机译:基于ARMA模型的印度茶叶价格分析

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摘要

In this paper, the ARMA model is used to analyze the sample of India’s weekly tea auction price in the year 2013 to 2014. First, the data were tested for stability, autocorrelation and partial correlation test, and the ARMA (1, 1) model was established. Then, the parameters of the model are determined, and the residuals are tested by white noise. The test results are satisfactory and meet the forecast requirements. Finally, we use the model to predict the tea price of the last week in 2014 and the tea price of the first two weeks in 2015, and the prediction error is small. Therefore, this paper suggests that a mature tea auction market should be established in China which is a big exporter of tea production, and we should set an early warning mechanism for the price of tea, and use the price information to guide the production of tea cultivation and sales activities.
机译:本文使用ARMA模型分析了2013年至2014年印度每周茶叶拍卖价格的样本。首先,对数据进行了稳定性,自相关和偏相关检验,并采用了ARMA(1,1)模型建立了。然后,确定模型的参数,并通过白噪声测试残差。测试结果令人满意,符合预测要求。最后,我们使用该模型预测2014年最后一周的茶叶价格和2015年前两周的茶叶价格,预测误差很小。因此,本文建议在中国作为茶叶生产大出口国建立成熟的茶叶拍卖市场,并应建立茶叶价格预警机制,并利用价格信息指导茶叶生产。种植和销售活动。

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