Compositional data analysis in practice (Record no. 210708)

000 -LEADER
fixed length control field cam a22 i 4500
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 180425t20192019flua b 001 0 eng
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781138316430
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 001.42
Item number G7C6
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Greenacre, Michael
9 (RLIN) 372625
245 ## - TITLE STATEMENT
Title Compositional data analysis in practice
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc London
Name of publisher, distributor, etc CRC Press
Date of publication, distribution, etc 2019
300 ## - PHYSICAL DESCRIPTION
Extent xiv, 121 p.
490 ## - SERIES STATEMENT
Series statement Chapman & Hall/CRC interdisciplinary statistics
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and index
520 ## - SUMMARY, ETC.
Summary, etc 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. The applicability of these methods extends to other fields such as linguistics, geochemistry, marketing, economics and finance.

https://www.crcpress.com/Compositional-Data-Analysis-in-Practice/Greenacre/p/book/9781138316430
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Quantitative research
9 (RLIN) 372626
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Principal components analysis
9 (RLIN) 372627
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Electronic data processing
9 (RLIN) 372628
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Permanent location Current location Shelving location Date acquired Source of acquisition Cost, normal purchase price Full call number Barcode Date last seen Cost, replacement price Koha item type
          Non-fiction Vikram Sarabhai Library Vikram Sarabhai Library General Stacks 2019-01-01 6 3.00 001.42 G7C6 198160 2019-01-01 3766.43 Books

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