Multivariate Analysis
Multivariate Analysis
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DOI：
10.1002/0471142956.cy1008s03
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发表时间：
1998-01
影响因子：
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通讯作者：
M. V. Boland;Robert F. Murphy
中科院分区：
文献类型：
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作者：
M. V. Boland;Robert F. Murphy
《当前议定书》的目标之一是提供从最基本到最高级的信息。本单元是为复杂区域提供解释和应用的极好例子。建立在其他几个单位的数据分析，它提供了一个多变量分析技术是如何应用于流式细胞术数据的详细解释。该单元处理协方差矩阵、主成分分析和聚类分析，并提供软件源和示例数据文件。这份材料将是特别有价值的研究生试图获得一个很好的理解统计方法在流式细胞术，以及经验丰富的研究人员谁使用这些工具定期没有真正了解他们如何运作。保留字：主成分分析;聚类分析; FCS文件格式当前协议的目标之一是提供从最基本级别到最高级级别的信息
One of the goals of Current Protocols is to provide information from the very basic level to the very advanced. This unit is an excellent example of providing explanation and application for a complex area. Building upon several other units on data analysis, it provides a detailed explanation of how multivariate analytical techniques are applied to flow cytometry data. The unit deals with the covariance matrix, principal component analysis, and cluster analysis and provides sources for software as well as example data files. This material will be particularly valuable to the graduate student trying to obtain a good understanding of statistical methods in flow cytometry, as well as to the experienced investigator who uses these tools on a regular basis without really understanding how they operate. Keywords: principal components analysis; cluster analysis; FCS file format One of the goals of Current Protocols is to provide information from the very basic level to the very advanced