Applied Compositional Data Analysis With Worked Examples in R - Peter Filzmoser,Karel Hron,Matthias Templ
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This book presents the statistical analysis of compositional data using the log-ratio approach. It includes a wide range of classical and robust statistical methods adapted for compositional data analysis, such as supervised and unsupervised methods like PCA, correlation analysis, classification and regression. In addition, it considers special data structures like high-dimensional compositions and composit ... Full description
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Description
More Information
| Author | Peter Filzmoser, Karel Hron, Matthias Templ |
|---|---|
| Publisher | Springer International Publishing |
| Release year | 2018 |
| Cover type | Hardcover |
| EAN | 9783319964201 |