Applied compositional data analysis : with worked examples in R /: with worked examples in R. (2018)

• Record Type: Book
• Further Information: Note: Peter Filzmoser, Karel Hron, Matthias Templ.
• Authors: Filzmoser, Peter; Hron, Karel; Templ, Matthias
• Contents: Preface.- Acknowledgements.- Compositional data as a methodological concept.- Analyzing compositional data using R.- Geometrical properties of compositional data.- Exploratory data analysis and visualization.- First steps for a statistical analysis.- Cluster analysis.- Principal component analysis.- Correlation analysis.- Discriminant analysis.- Regression analysis.- Methods for high-dimensional compositional data.- Compositional tables.- Preprocessing issues.- Index.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2018
• Extent: 1 online resource (xvii, 280 pages), illustrations (some color)
• Subjects: 519.5; Statistics; Mathematical statistics; Geochemistry; Computers -- Mathematical & Statistical Software; Mathematics -- Probability & Statistics -- General; Science -- Earth Sciences -- General; Medical -- Biostatistics; Social Science -- Statistics; Mathematical & statistical software; Probability & statistics; Geochemistry; Social research & statistics; Electronic books
• Languages: English
• ISBNs: 9783319964225; 3319964224
• Related ISBNs: 9783319964201
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed November 12, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.