ENGLISH

Compositional data analysis in the geosciences: from theory to practice

By Vera Pawlowsky-Glahn

Book information

Publisher
Geological Society
Year
2006
ISBN
1862392056, 9781862392052
Google Books ID
pJ5Xfn-90KcC
Open Library ID
OL12062240M
Language
english
Format
PDF
Filesize
30 MB (31145731 bytes)
Edition
illustrated edition
Pages
214\214
Orientation
no
Scanned
yes
Time added
2012-03-09 12:00:00

Description

Since Karl Pearson wrote his paper on spurious correlation in 1897, a lot has been said about the statistical analysis of compositional data, mainly by geologists such as Felix Chayes. The solution appeared in the 1980s, when John Aitchison proposed to use logratios. Since then, the approach has seen a great expansion, mainly building on the idea of the 'natural geometry' of the sample space. Statistics is expected to give sense to our perception of the natural scale of the data, and this is made possible for compositional data using logratios. This publication will be a milestone in this process. This book will be of interest to geologists using statistical methods. It includes the intuitive justification of the methodology, convincing through case studies and presenting user-friendly software, which includes a section for those who need to see the proof of the mathematical consistency of the methods used.

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