micompr：用于观测数据多元独立比较的R包
数学软件
2021-05-11 v5 统计计算
摘要
R包micompr实现了一种用于评估两个或多个多元样本是否来自同一分布的过程。该方法使用主成分分析将多元观测转换为一组线性不相关的统计度量，随后使用多种统计方法进行比较。该技术独立于样本的分布性质，并自动选择最能解释其差异的特征。该过程适用于比较时间序列、图像、光谱测量或类似高维多元观测的样本。
引用
@article{arxiv.1603.06907,
title = {micompr: An R Package for Multivariate Independent Comparison of Observations},
author = {Nuno Fachada and João Rodrigues and Vitor V. Lopes and Rui C. Martins and Agostinho C. Rosa},
journal= {arXiv preprint arXiv:1603.06907},
year = {2021}
}
备注
The peer-reviewed version of this paper is published in The R Journal at https://journal.r-project.org/archive/2016-2/fachada-rodrigues-lopes-etal.pdf . This version is typeset by the authors and differs only in pagination and typographical detail