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固定设计下非参数回归模型估计的渐近性质

Asymptotic Property of Fixed-Design Nonparametric RegressionModel with Nonparametric AR(1) Errors
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摘要 考虑固定设计下具有非参数AR(1)的非参数回归模型,综合最小二乘和非参数核估计法,定义了非参数函数的估计量,在适当的条件下,研究了它们的渐近性质. Under fixed-design, considered nonparametric regression model with the nonparametric AR(1)errors, This paper integrate least squares method and nonparametric kernel method, defining the estimators of non-parametric function, under suitable conditions, we studied their asymptotic property.
出处 《数学的实践与认识》 CSCD 北大核心 2009年第15期187-193,共7页 Mathematics in Practice and Theory
基金 陕西省教育厅自然科学基金(08JK288) 西安石油大学科技创新基金(Z08044) 国家自然科学基金(60375003)
关键词 固定设计 非参数回归模型 非参数AR(1) semiparametric regression model Fixed-Design non-parametric AR(1) errors
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参考文献6

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二级参考文献6

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