Compositional Data Analysis in Practice

Compositional Data Analysis in Practice - Chapman & Hall/CRC Interdisciplinary Statistics Series

Paperback (26 Jul 2018)

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Synopsis

'Compositional Data Analysis in Practice' is a user-oriented practical guide to the analysis of data with the property of a constant sum, for example percentages adding up to 100%. Compositional data can give misleading results if regular statistical methods are applied, and are best analysed by first transforming them to logarithms of ratios. This book explains how this transformation affects the analysis, results and interpretation of this very special type of data. All aspects of compositional data analysis are considered: visualization, modelling, dimension-reduction, clustering and variable selection, with many examples in the fields of food science, archaeology, sociology and biochemistry, and a final chapter containing a complete case study using fatty acid compositions in ecology.

Book information

ISBN: 9781138316430
Publisher: Taylor and Francis
Imprint: Chapman & Hall/CRC
Pub date:
DEWEY: 001.42
DEWEY edition: 23
Language: English
Number of pages: 136
Weight: 250g
Height: 235mm
Width: 171mm
Spine width: 8mm