Analyzing compositional data with R:
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2013
|
| Schriftenreihe: | Use R!
|
| Schlagworte: | |
| Online-Zugang: | DE-188 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource (XV, 258 S.) graph. Darst. |
| ISBN: | 9783642368097 9781299860582 |
| DOI: | 10.1007/978-3-642-36809-7 |
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Datensatz im Suchindex
| _version_ | 1818858758377308160 |
|---|---|
| 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. |
| any_adam_object | 1 |
| author | Boogaart, Karl Gerald van den 1971- Tolosana-Delgado, Raimon 1976- |
| author_GND | (DE-588)1116728516 (DE-588)106955331X |
| author_facet | Boogaart, Karl Gerald van den 1971- Tolosana-Delgado, Raimon 1976- |
| author_role | aut aut |
| author_sort | Boogaart, Karl Gerald van den 1971- |
| author_variant | k g v d b kgvd kgvdb r t d rtd |
| building | Verbundindex |
| bvnumber | BV041277743 |
| classification_rvk | SK 850 ST 601 QH 500 |
| classification_tum | MAT 000 DAT 307f MAT 620f |
| collection | ZDB-2-SMA ZDB-30-PQE |
| ctrlnum | (OCoLC)856796732 (DE-599)BVBBV041277743 |
| dewey-full | 519.50285555 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.50285555 |
| dewey-search | 519.50285555 |
| dewey-sort | 3519.50285555 |
| dewey-tens | 510 - Mathematics |
| discipline | Informatik Mathematik Wirtschaftswissenschaften |
| doi_str_mv | 10.1007/978-3-642-36809-7 |
| format | Electronic eBook |
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| indexdate | 2024-12-19T09:01:22Z |
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| isbn | 9783642368097 9781299860582 |
| language | English |
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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 |
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