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Applied Compositional Data Analysis

- With Worked Examples in R

About Applied Compositional Data Analysis

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.

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  • Language:
  • English
  • ISBN:
  • 9783319964201
  • Binding:
  • Hardback
  • Pages:
  • 280
  • Published:
  • November 12, 2018
  • Edition:
  • 2018
  • Dimensions:
  • 242x163x18 mm.
  • Weight:
  • 624 g.
Delivery: 2-4 weeks
Expected delivery: July 27, 2025

Description of Applied Compositional Data Analysis

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.

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