Interaction screening in high-dimensional multi-response regression via projected distance correlation

IF 0.8 4区数学 Q3 STATISTICS & PROBABILITY

Communications in Statistics-Simulation and Computation Pub Date : 2024-09-02 DOI:10.1080/03610918.2024.2393691

Lili Liu, Lu Lin, Lei Liu

引用次数: 0

Abstract

Interaction screening for high-dimensional data is a challenging issue, especially for the strongly correlated predictors. A new two-stage interaction screening procedure based on the projected dis...

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通过投影距离相关性进行高维多反应回归中的交互筛选

高维数据的交互筛选是一个具有挑战性的问题，尤其是对于强相关的预测因子。一种新的两阶段交互筛选程序是基于投影分...

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来源期刊

Communications in Statistics-Simulation and Computation 数学-统计学与概率论

CiteScore

2.50

自引率

11.10%

发文量

240

审稿时长

6 months

期刊介绍： The Simulation and Computation series intends to publish papers that make theoretical and methodological advances relating to computational aspects of Probability and Statistics. Simulational assessment and comparison of the performance of statistical and probabilistic methods will also be considered for publication. Papers stressing graphical methods, resampling and other computationally intensive methods will be particularly relevant. 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.