在高维多元线性回归中使用一脚踢出法选择响应变量的模型选择一致性问题

IF 0.6 4区数学 Q4 STATISTICS & PROBABILITY

Communications in Statistics - Theory and Methods Pub Date : 2024-07-18 DOI:10.1080/03610926.2024.2370914

Ryoya Oda, Hirokazu Yanagihara, Yasunori Fujikoshi

引用次数: 0

摘要

本文论述了在正态假定多元线性回归中选择非冗余响应变量的问题，其中响应变量的冗余度由条件定义...

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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On model selection consistency using a kick-one-out method for selecting response variables in high-dimensional multivariate linear regression

This article deals with the selection of non redundant response variables in normality-assumed multivariate linear regression, where the redundancy of the response variables is defined by condition...

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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.