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

2013, ISBN: 3642368085

[SR: 1002639], Paperback, [EAN: 9783642368080], Springer, Springer, Book, [PU: Springer], 2013-07-09, Springer, 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-contai, 271582011, Mathematical & Statistical, 4053, Software, 5, Computers & Technology, 1000, Subjects, 283155, Books, 226694, Geochemistry, 13592, Earth Sciences, 75, Science & Math, 1000, Subjects, 283155, Books, 13983, Probability & Statistics, 226699, Applied, 13884, Mathematics, 75, Science & Math, 1000, Subjects, 283155, Books, 468204, Computer Science, 491298, Algorithms, 491300, Artificial Intelligence, 491306, Database Storage & Design, 491308, Graphics & Visualization, 491302, Networking, 491310, Object-Oriented Software Design, 491312, Operating Systems, 491314, Programming Languages, 491316, Software Design & Engineering, 465600, New, Used & Rental Textbooks, 2349030011, Specialty Boutique, 283155, Books, 491730, Earth Sciences, 468216, Science & Mathematics, 465600, New, Used & Rental Textbooks, 2349030011, Specialty Boutique, 283155, Books, 491548, Statistics, 468218, Mathematics, 468216, Science & Mathematics, 465600, New, Used & Rental Textbooks, 2349030011, Specialty Boutique, 283155, Books

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

ISBN: 9783642368080

ID: 20628073

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 - K. Gerald van den Boogaart
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Analyzing Compositional Data with R - Taschenbuch

9, ISBN: 9783642368080

[ED: Taschenbuch], [PU: Springer-Verlag GmbH], Neuware - 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., DE, [SC: 0.00], Neuware, gewerbliches Angebot, 236x159x20 mm, 258, [GW: 424g], PayPal, Banküberweisung, Internationaler Versand

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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: 9783642368080

Statistics; Statistical Theory and Methods; Statistics and Computing/Statistics Programs; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences; Geochemistry Compositional data analysis, Logratio analysis, Multivariate linear regression, Proportions and percentages, R! Books, Springer Nature

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Boogaart, K. Gerald van den:
Analyzing Compositional Data with R - Taschenbuch

2013, ISBN: 9783642368080

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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 31.08.2018 00:49:36
ISBN/EAN: 9783642368080

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


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