| 纵向数据部分线性模型的估计 |
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| 引用本文： | 郭娜娜. 纵向数据部分线性模型的估计[J]. 科学之友, 2008, 0(10): 93-95 |
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| 作者姓名： | 郭娜娜 |
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| 作者单位： | 山西华澳商贸职业学院,山西晋中030620 |
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| 摘 要： | 文章讨论了纵向数据下的部分线性回归模型的估计方法，给出了参数分量和非参数分量的profile最小二乘估计，并研究了这些估计的渐近正态性。
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| 关 键 词： | 部分线性模型 纵向数据 profile最小二乘 |
Estimation in a partially linear model for longitudinal data |
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| Guo Nana. Estimation in a partially linear model for longitudinal data[J]. Friend of Science Amateurs, 2008, 0(10): 93-95 |
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| Authors: | Guo Nana |
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| Abstract: | It is necessary to mode and analyze longitudinal data in statistics, that are common complicated data in biostatistics, medicine and economics. We study partially linear models for general longitudinal data. The profile least-square estimators for the parametric component and nonparametric component are proposed by local linear regression techniques. Consistency and asymptotic nor- mality of the proposal estimators are established. |
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| Keywords: | partially linear models profile least-squared longitudinal data asymptotic normality |
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