预测型稳健回归模型及其实证分析
2004-12-15分类号:F224
【部门】山东财政学院经济学院 山东财政学院经济学院
【摘要】The econometrics model which is established by traditional ordinary least square mainly reveals the long-term and average relations among economical variables. In the forecasting application, it couldn't distinguish near future and far future influence. As a result, its forecasting application can't reveal the short-term waved changes of variables. By using the method that is applied in M-estimation of robust regression to deal with outliers, we set up forecasting robust regression model. Our purpose is to add factors that economical variables are influenced by time sequence into regression model in its forecasting application. By empirical analysis, we also test and verify that this method indeed heighten the model's forecasting precision.
【关键词】预测 稳健回归 M-估计
【基金】
【所属期刊栏目】统计研究
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