Applied Compositional Data Analysis: With Worked Examples in R

By Matthias Templ, Peter Filzmoser, Karel Hron

Preface.- Acknowledgements.- Compositional data as a methodological concept.- Analyzing compositional data using R.- Geometrical properties of compositional data.- Exploratory data analysis and visualization.- First steps for a statistical analysis.- Cluster analysis.- Principal component analysis.- Correlation analysis.- Discriminant analysis.- Regression analysis.- Methods for high-dimensional compositional data.- Compositional tables.- Preprocessing issues.- Index.-

• Format: Hardcover
• Language: English
• ISBN: 3319964208
• ISBN13: 9783319964201
• Release Date: November 2018
• Publisher: Springer
• Length: 280 Pages
• Weight: 1.31 lbs.
• Dimensions: 0.7" x 6.1" x 9.2"