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Analyzing compositional data with R:

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Bibliographic Details
Main Authors:	Boogaart, Karl Gerald van den 1971- (Author), Tolosana-Delgado, Raimon 1976- (Author)
Format:	Electronic eBook
Language:	English
Published:	Berlin [u.a.] Springer 2013
Series:	Use R!
Subjects:	Datenanalyse Multivariate Daten R > Programm Multivariate Analyse Statistik
Online Access:	DE-188 Volltext Inhaltsverzeichnis Abstract
Physical Description:	1 Online-Ressource (XV, 258 S.) graph. Darst.
ISBN:	9783642368097 9781299860582
DOI:	10.1007/978-3-642-36809-7

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adam_text	ANALYZING COMPOSITIONAL DATA WITH R / VAN DEN BOOGAART, K. GERALD : 2013 TABLE OF CONTENTS / 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. DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. ANALYZING COMPOSITIONAL DATA WITH R / VAN DEN BOOGAART, K. GERALD : 2013 ABSTRACT / INHALTSTEXT 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 DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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author	Boogaart, Karl Gerald van den 1971- Tolosana-Delgado, Raimon 1976-
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discipline	Informatik Mathematik Wirtschaftswissenschaften
doi_str_mv	10.1007/978-3-642-36809-7
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spelling	Boogaart, Karl Gerald van den 1971- Verfasser (DE-588)1116728516 aut Analyzing compositional data with R K. Gerald van den Boogaart ; Raimon Tolosana-Delgado Berlin [u.a.] Springer 2013 1 Online-Ressource (XV, 258 S.) graph. Darst. txt rdacontent c rdamedia cr rdacarrier Use R! Datenanalyse (DE-588)4123037-1 gnd rswk-swf Multivariate Daten (DE-588)4195680-1 gnd rswk-swf R Programm (DE-588)4705956-4 gnd rswk-swf Multivariate Analyse (DE-588)4040708-1 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf R Programm (DE-588)4705956-4 s Multivariate Daten (DE-588)4195680-1 s Datenanalyse (DE-588)4123037-1 s Statistik (DE-588)4056995-0 s DE-604 Multivariate Analyse (DE-588)4040708-1 s 1\p DE-604 Tolosana-Delgado, Raimon 1976- Verfasser (DE-588)106955331X aut Erscheint auch als Druck-Ausgabe, Paperback 978-3-642-36808-0 https://doi.org/10.1007/978-3-642-36809-7 Verlag URL des Erstveröffentlichers Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026251244&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026251244&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk
spellingShingle	Boogaart, Karl Gerald van den 1971- Tolosana-Delgado, Raimon 1976- Analyzing compositional data with R Datenanalyse (DE-588)4123037-1 gnd Multivariate Daten (DE-588)4195680-1 gnd R Programm (DE-588)4705956-4 gnd Multivariate Analyse (DE-588)4040708-1 gnd Statistik (DE-588)4056995-0 gnd
subject_GND	(DE-588)4123037-1 (DE-588)4195680-1 (DE-588)4705956-4 (DE-588)4040708-1 (DE-588)4056995-0
title	Analyzing compositional data with R
title_auth	Analyzing compositional data with R
title_exact_search	Analyzing compositional data with R
title_full	Analyzing compositional data with R K. Gerald van den Boogaart ; Raimon Tolosana-Delgado
title_fullStr	Analyzing compositional data with R K. Gerald van den Boogaart ; Raimon Tolosana-Delgado
title_full_unstemmed	Analyzing compositional data with R K. Gerald van den Boogaart ; Raimon Tolosana-Delgado
title_short	Analyzing compositional data with R
title_sort	analyzing compositional data with r
topic	Datenanalyse (DE-588)4123037-1 gnd Multivariate Daten (DE-588)4195680-1 gnd R Programm (DE-588)4705956-4 gnd Multivariate Analyse (DE-588)4040708-1 gnd Statistik (DE-588)4056995-0 gnd
topic_facet	Datenanalyse Multivariate Daten R Programm Multivariate Analyse Statistik
url	https://doi.org/10.1007/978-3-642-36809-7 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026251244&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026251244&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT boogaartkarlgeraldvanden analyzingcompositionaldatawithr AT tolosanadelgadoraimon analyzingcompositionaldatawithr

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