Principal Component Analysis
Principal Component Analysis
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DOI：
10.1198/jasa.2003.s308
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发表时间：
2003-12
影响因子：
3.7
通讯作者：
M. Timmerman
中科院分区：
文献类型：
--
作者：
M. Timmerman
主成分分析是化学计量学以及许多其他领域中最重要且最强大的方法之一。本文描述了如何理解、使用和解释主成分分析。本文重点关注主成分分析在典型化学计量学领域的应用，但结果通常具有普遍适用性。
Principal component analysis is one of the most important and powerful methods in chemometrics as well as in a wealth of other areas. This paper provides a description of how to understand, use, and interpret principal component analysis. The paper focuses on the use of principal component analysis in typical chemometric areas but the results are generally applicable.