Dealing with compositional data:: The freeware CoDaPack

被引:104
作者
Thió-Henestrosa, S [1 ]
Martín-Fernández, JA [1 ]
机构
[1] Univ Girona, Dept Informat & Matemat Aplicada, E-17071 Girona, Spain
来源
MATHEMATICAL GEOLOGY | 2005年 / 37卷 / 07期
关键词
Aitchison geometry; atypicality index; logratio transformation; outliers; perturbation; principal components; simplex; ternary diagram;
D O I
10.1007/s11004-005-7379-3
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
The statistical analysis of compositional data based on logratios of parts is commonly used in geological studies. In particular, descriptive methods of reduction of dimensionality as the biplot or Principal Component Analysis are very useful tools in a multivariate context. These methods are difficult to use correctly with compositional data in standard packages. In this paper we describe a freeware package, named CoDaPack, which implements most of the basic statistical methods suitable for compositional data. An example using real data is presented to illustrate the use of the package.
引用
收藏
页码:773 / 793
页数:21
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