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Applied Compositional Data Analysis: With Worked Examples in R (Springer Series in Statistics) book cover by Peter Filzmoser, Karel Hron, Matthias Templ
Hardcover

Applied Compositional Data Analysis: With Worked Examples in R (Springer Series in Statistics)

by Peter Filzmoser, Karel Hron and Matthias Templ

$140.79 / copy at 25+ copies As low as $137.59 at 100+Your best volume price

Total $3,519.75

Hardcover · 280 pages Springer International Publishing · 2018

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Hardcover
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About the book

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. In addition, it considers special data structures like high-dimensional compositions and compositional tables. The methodology introduced is also frequently compared to methods which ignore the specific nature of compositional data. It focuses on practical aspects of compositional data analysis rather than on detailed theoretical derivations, thus issues like graphical visualization and preprocessing (treatment of missing values, zeros, outliers and similar artifacts) form an important part of the book. Since it is primarily intended for researchers and students from applied fields like geochemistry, chemometrics, biology and natural sciences, economics, and social sciences, all the proposed methods are accompanied by worked-out examples in R using the package robCompositions.

The book, Applied Compositional Data Analysis: With Worked Examples in R (Springer Series in Statistics) [Bulk, Wholesale, Quantity] ISBN#9783319964201 in Hardcover by Peter Filzmoser, Karel Hron, Matthias Templ may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.

Details

Publisher
Springer International Publishing
Authors
Peter Filzmoser, Karel Hron, Matthias Templ
Format
Hardcover
Published
Nov 13, 2018
ISBN-13
9783319964201
Pages
280
Printing
Printed on demand
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CopiesPrice per copyYou save
25 – 49 $140.79 12% off list
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100+ $137.59 14% off list
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