高维偏线性模型中回归系数的投影检验

IF 0.6 4区数学 Q4 STATISTICS & PROBABILITY

Communications in Statistics - Theory and Methods Pub Date : 2024-08-06 DOI:10.1080/03610926.2024.2383646

Mengyao Li, Jiangshe Zhang, Jun Zhang

引用次数: 0

摘要

为了检验高维偏线性模型线性分量中回归系数的显著性，我们提出了一些基于投影的检验统计量。这些检验统计 ...

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Projection tests for regression coefficients in high-dimensional partial linear models

To check the significance of the regression coefficients in the linear component of high-dimensional partial linear models, we proposed some projection-based test statistics. These test statistics ...

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来源期刊

Communications in Statistics - Theory and Methods 数学-统计学与概率论

CiteScore

2.00

自引率

12.50%

发文量

320

审稿时长

7.5 months

期刊介绍： The Theory and Methods series intends to publish papers that make theoretical and methodological advances in Probability and Statistics. New applications of statistical and probabilistic methods will also be considered for publication. In addition, special issues dedicated to a specific topic of current interest will also be published in this series periodically, providing an exhaustive and up-to-date review of that topic to the readership.