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Analyzing Compositional Data with R

BuchKartoniert, Paperback
258 Seiten
Englisch
Springererschienen am09.07.20132013
This book presents the statistical analysis of compositional data sets, i.e., data in percentages, proportions, concentrations, etc.mehr
Verfügbare Formate
BuchKartoniert, Paperback
EUR64,19
E-BookPDF1 - PDF WatermarkE-Book
EUR64,19

Produkt

KlappentextThis book presents the statistical analysis of compositional data sets, i.e., data in percentages, proportions, concentrations, etc.
ZusammenfassungThis book covers statistical analysis of compositional data sets from basic principles to applications in descriptive exploratory analysis, robust linear models and advanced multivariate statistical methods. Offers many illustrated examples and code chunks.
Details
ISBN/GTIN978-3-642-36808-0
ProduktartBuch
EinbandartKartoniert, Paperback
Verlag
Erscheinungsjahr2013
Erscheinungsdatum09.07.2013
Auflage2013
ReiheUse R!
Seiten258 Seiten
SpracheEnglisch
Gewicht424 g
IllustrationenXV, 258 p. 62 illus., 20 illus. in color.
Artikel-Nr.15356203

Inhalt/Kritik

Inhaltsverzeichnis
Introduction.- Fundamental Concepts of Compositional Data Analysis.- Distributions for Random Compositions.- Descriptive Analysis of Compositional Data.- Linear Models for Compositions.- Multivariate Statistics.- Zeroes, Missings and Outliers.- References.- Index.mehr
Kritik
From the reviews:
"This book offers not only the theoretical background to analyse and interpret compositional data, but also the R support and guidance for the compositions package. The book is organised in 7 chapters. ... The book is built in an accessible manner for undergraduates and postgraduates alike and offers an all in one overview of the analysis of compositional data in R." (Irina Ioana Mohorianu, zbMATH, Vol. 1276, 2014)mehr

Schlagworte

Autor

Prof. K. Gerald van den Boogaart is the head of the Modeling and Valuation Department of the Helmholtz Institute Freiberg for Resource Technology and holds the chair of Applied Stochastic at TU Bergakademie Freiberg. Previously he was a professor of statistics in Greifswald. Throughout his career he has worked closely with various geoscientists, biologists and engineers.     Raimon Tolosana-Delgado is an Engineering Geologist and holds an MSc in Environmental Sciences. He received his PhD from the University of Girona, recognized as one of the world´s leading centers for Compositional Data Analysis. He has worked, mainly in the fields of sedimentology and oceanography, at several universities in Spain and Germany. He is currently a fellow researcher at the Helmholtz Institute Freiberg for Resource Technology.
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