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Applied Compositional Data Analysis by Filzmoser Peter (13 results)
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Applied Compositional Data Analysis: With Worked Examples in R (Springer Series in Statistics)
Book 150 of 160: Springer Series in StatisticsSeller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
£ 116.47
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Ships from United Kingdom to U.S.A.Quantity: Over 20 available
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Applied Compositional Data Analysis : With Worked Examples in R
Book 150 of 160: Springer Series in StatisticsSeller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
£ 116.46
£ 15 shipping
Ships from United Kingdom to U.S.A.Quantity: Over 20 available
Add to basketCondition: New.
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Applied Compositional Data Analysis : With Worked Examples in R
Book 150 of 160: Springer Series in StatisticsSeller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
£ 130.08
£ 15 shipping
Ships from United Kingdom to U.S.A.Quantity: Over 20 available
Add to basketCondition: As New. Unread book in perfect condition.
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Applied Compositional Data Analysis : With Worked Examples in R
Book 150 of 160: Springer Series in StatisticsLanguage: English
Published by Springer, Berlin, Springer, 2018
ISBN 10: 3319964208 ISBN 13: 9783319964201
Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book presents the statistical analysis of compositional data using the log-ratio approach. It includes a wide range of classical and robust statistical methods adapted for compositional data analysis, such as supervised and unsupervised methods like PCA, correlation analysis, classification and regression. In addition, it considers special data structures like high-dimensional compositions and compositional tables. The methodology introduced is also frequently compared to methods which ignore the specific nature of compositional data. It focuses on practical aspects of compositional data analysis rather than on detailed theoretical derivations, thus issues like graphical visualization and preprocessing (treatment of missing values, zeros, outliers and similar artifacts) form an important part of the book. Since it is primarily intended for researchers and students from applied fields like geochemistry, chemometrics, biology and natural sciences, economics, and social sciences,all the proposed methods are accompanied by worked-out examples in R using the package robCompositions.
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Hardcover. Condition: Brand New. 300 pages. 9.25x6.10x0.79 inches. In Stock.
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Condition: new. Questo è un articolo print on demand.
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Applied Compositional Data Analysis
Book 150 of 160: Springer Series in StatisticsLanguage: English
Published by Springer, Berlin, Springer, 2018
ISBN 10: 3319964208 ISBN 13: 9783319964201
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
Seller rating 5 out of 5 stars
Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book presents the statistical analysis of compositional data using the log-ratio approach. It includes a wide range of classical and robust statistical methods adapted for compositional data analysis, such as supervised and unsupervised methods like PCA, correlation analysis, classification and regression. In addition, it considers special data structures like high-dimensional compositions and compositional tables. The methodology introduced is also frequently compared to methods which ignore the specific nature of compositional data. It focuses on practical aspects of compositional data analysis rather than on detailed theoretical derivations, thus issues like graphical visualization and preprocessing (treatment of missing values, zeros, outliers and similar artifacts) form an important part of the book. Since it is primarily intended for researchers and students from applied fields like geochemistry, chemometrics, biology and natural sciences, economics, and social sciences,all the proposed methods are accompanied by worked-out examples in R using the package robCompositions. 280 pp. Englisch.
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Applied Compositional Data Analysis
Book 150 of 160: Springer Series in StatisticsLanguage: English
Published by Springer International Publishing, 2018
ISBN 10: 3319964208 ISBN 13: 9783319964201
Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Fills the gap in the existing literature by providing a practical approach to compositional data analysisPresents a concise and easy-to-interpret methodology which guarantees a scale invariant analysis of data carrying relative information .
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Condition: New. Print on Demand This item is printed on demand.
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Condition: New. PRINT ON DEMAND.
