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Analyzing Compositional Data with R - K. Gerald van den Boogaart, Raimon Tolosana-Delgado
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K. Gerald van den Boogaart, Raimon Tolosana-Delgado:
Analyzing Compositional Data with R - neues Buch

ISBN: 9783642368080

ID: 978364236808

This book presents the statistical analysis of compositional data sets, i.e., data in percentages, proportions, concentrations, etc. The subject is covered from its grounding principles to the practical use in descriptive exploratory analysis, robust linear models and advanced multivariate statistical methods, including zeros and missing values, and paying special attention to data visualization and model display issues. Many illustrated examples and code chunks guide the reader into their modeling and interpretation. And, though the book primarily serves as a reference guide for the R package compositions, it is also a general introductory text on Compositional Data Analysis. Awareness of their special characteristics spread in the Geosciences in the early sixties, but a strategy for properly dealing with them was not available until the works of Aitchison in the eighties. Since then, research has expanded our understanding of their theoretical principles and the potentials and limitations of their interpretation. This is the first comprehensive textbook addressing these issues, as well as their practical implications with regard to software.The book is intended for scientists interested in statistically analyzing their compositional data. The subject enjoys relatively broad awareness in the geosciences and environmental sciences, but the spectrum of recent applications also covers areas like medicine, official statistics, and economics. Readers should be familiar with basic univariate and multivariate statistics. Knowledge of R is recommended but not required, as the book is self-contained. K. Gerald van den Boogaart, Raimon Tolosana-Delgado, Books, Science and Nature, Analyzing Compositional Data with R Books>Science and Nature, Springer Berlin Heidelberg

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Analyzing Compositional Data with R - Tolosana-Delgado, Raimon / van den Boogaart, K. Gerald
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ISBN: 9783642368080

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This book presents the statistical analysis of compositional data sets, i.e., data in percentages, proportions, concentrations, etc. The subject is covered from its grounding principles to the practical use in descriptive exploratory analysis, robust linear models and advanced multivariate statistical methods, including zeros and missing values, and paying special attention to data visualization and model display issues. Many illustrated examples and code chunks guide the reader into their modeling and interpretation. And, though the book primarily serves as a reference guide for the R package "compositions," it is also a general introductory text on Compositional Data Analysis. Awareness of their special characteristics spread in the Geosciences in the early sixties, but a strategy for properly dealing with them was not available until the works of Aitchison in the eighties. Since then, research has expanded our understanding of their theoretical principles and the potentials and limitations of their interpretation. This is the first comprehensive textbook addressing these issues, as well as their practical implications with regard to software. The book is intended for scientists interested in statistically analyzing their compositional data. The subject enjoys relatively broad awareness in the geosciences and environmental sciences, but the spectrum of recent applications also covers areas like medicine, official statistics, and economics. Readers should be familiar with basic univariate and multivariate statistics. Knowledge of R is recommended but not required, as the book is self-contained. Analyzing Compositional Data with R Tolosana-Delgado, Raimon / van den Boogaart, K. Gerald, Springer-Verlag Berlin and Heidelberg GmbH &

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Analyzing Compositional Data with R (Use R!) - K. Gerald van den Boogaart, Raimon Tolosana-Delgado
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K. Gerald van den Boogaart, Raimon Tolosana-Delgado:
Analyzing Compositional Data with R (Use R!) - Taschenbuch

2013, ISBN: 3642368085

[SR: 576909], Taschenbuch, [EAN: 9783642368080], Springer, Springer, Book, [PU: Springer], 2013-07-09, Springer, Analyzing Compositional Data with R This 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. Full description, 1322702031, Mathematik & Statistik, 63160011, Software, 62991011, Computer & Internet, 54071011, Genres, 52044011, Fremdsprachige Bücher, 56092011, Geowissenschaften, 56153011, Atmosphärische Wissenschaften, 56093011, Erdbeben & Vulkane, 1320296031, Flüsse, 56088011, Geochemie, 56096011, Geographie, 56102011, Geologie, 56127011, Geophysik, 56151011, Kartografie, 56160011, Klimatologie, 56152011, Kristallografie, 56134011, Mineralogie, 1320295031, Naturkatastrophen, 56148011, Schürfen & Bergbau, 56150011, Seismologie, 56094011, Umweltwissenschaften, 56166011, Ökologie, 56047011, Wissenschaft, 54071011, Genres, 52044011, Fremdsprachige Bücher, 56254011, Wahrscheinlichkeit & Statistik, 56248011, Angewandte Mathematik, 56214011, Mathematik, 56047011, Wissenschaft, 54071011, Genres, 52044011, Fremdsprachige Bücher

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Analyzing Compositional Data with R (Use R!) - K. Gerald van den Boogaart, Raimon Tolosana-Delgado
Vergriffenes Buch, derzeit bei uns nicht verfügbar.
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K. Gerald van den Boogaart, Raimon Tolosana-Delgado:
Analyzing Compositional Data with R (Use R!) - Taschenbuch

2013, ISBN: 3642368085

[SR: 576909], Taschenbuch, [EAN: 9783642368080], Springer, Springer, Book, [PU: Springer], 2013-07-09, Springer, Analyzing Compositional Data with R This 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. Full description, 1322702031, Mathematik & Statistik, 63160011, Software, 62991011, Computer & Internet, 54071011, Genres, 52044011, Fremdsprachige Bücher, 56092011, Geowissenschaften, 56153011, Atmosphärische Wissenschaften, 56093011, Erdbeben & Vulkane, 1320296031, Flüsse, 56088011, Geochemie, 56096011, Geographie, 56102011, Geologie, 56127011, Geophysik, 56151011, Kartografie, 56160011, Klimatologie, 56152011, Kristallografie, 56134011, Mineralogie, 1320295031, Naturkatastrophen, 56148011, Schürfen & Bergbau, 56150011, Seismologie, 56094011, Umweltwissenschaften, 56166011, Ökologie, 56047011, Wissenschaft, 54071011, Genres, 52044011, Fremdsprachige Bücher, 56254011, Wahrscheinlichkeit & Statistik, 56248011, Angewandte Mathematik, 56214011, Mathematik, 56047011, Wissenschaft, 54071011, Genres, 52044011, Fremdsprachige Bücher

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Analyzing Compositional Data with R - Boogaart, K. Gerald van den; Tolosana-Delgado, Raimon
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Boogaart, K. Gerald van den; Tolosana-Delgado, Raimon:
Analyzing Compositional Data with R - neues Buch

2013, ISBN: 3642368085

ID: A21127443

Kartoniert / Broschiert Chemie / Geochemie, Geochemie, Mathematik / Statistik, Statistik, Wahrscheinlichkeitsrechnung und Statistik, Naturwissenschaften, allgemein, Mathematische und statistische Software, Datenerfassung und -analyse, mit Schutzumschlag neu, [PU:Springer-Verlag GmbH; Springer Berlin]

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Details zum Buch
Analyzing Compositional Data with R

Analyzing Compositional Data with R This 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. Full description

Detailangaben zum Buch - Analyzing Compositional Data with R


EAN (ISBN-13): 9783642368080
ISBN (ISBN-10): 3642368085
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2013
Herausgeber: Springer-Verlag GmbH
258 Seiten
Gewicht: 0,424 kg
Sprache: Englisch

Buch in der Datenbank seit 06.03.2007 06:48:30
Buch zuletzt gefunden am 25.03.2018 08:35:24
ISBN/EAN: 9783642368080

ISBN - alternative Schreibweisen:
3-642-36808-5, 978-3-642-36808-0


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