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多元回归中时变参数的非参数估计
NON-PARAMETRIC ESTIMATION OF TIME-VARYING PARAMETERS IN MULTIPLE REGRESSION
【摘要】 本文讨论了参数随时间变化的一类多元回归模型,提出了一种非参数估计方法——准最小二乘核函数估计方法。证明了在一定的条件下所得的估计具有相容性,推广了Robinson的结果。
【Abstract】 This paper deals with a multiple regression with time-varying parameters. A. method of non-parametric estimation, known as pseudo least squares estimator was given. It is shown that the estimation is consistent and ths results obtained by Robinson can be generalized.
【关键词】 时变参数;
非参数估计;
最小二乘估计;
多元回归;
【Key words】 Time-varying parameters; Nonparametric estimation; Least square estimator; Multiple regression;
【Key words】 Time-varying parameters; Nonparametric estimation; Least square estimator; Multiple regression;
- 【文献出处】 石油大学学报(自然科学版) ,Journal of the University of Petroleum,China , 编辑部邮箱 ,1990年02期
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