Applied multivariate statistics with R:
Gespeichert in:
1. Verfasser: | |
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Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
Cham [u.a.]
Springer
2015
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Schriftenreihe: | Statistics for biology and health
|
Schlagworte: | |
Online-Zugang: | BTU01 FRO01 TUM01 UBM01 UBT01 UBW01 UPA01 Volltext Inhaltsverzeichnis Abstract |
Beschreibung: | 1 Online-Ressource (XVI, 393 S.) 121 illus., 108 illus. in color |
ISBN: | 9783319140933 |
ISSN: | 1431-8776 |
DOI: | 10.1007/978-3-319-14093-3 |
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Datensatz im Suchindex
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adam_text | APPLIED MULTIVARIATE STATISTICS WITH R
/ ZELTERMAN, DANIEL
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION.-ELEMENTS OFR
GRAPHICAL DISPLAYS
BASIC LINEAR ALGEBRA
THE UNIVARIATE NORMAL DISTRIBUTION
BIVARIATE NORMAL DISTRIBUTION
MULTIVARIATE NORMAL DISTRIBUTION
FACTOR METHODS
MULTIVARIATE LINEAR REGRESSION
DISCRIMINATION AND CLASSIFICATION
CLUSTERING
TIME SERIES MODELS
OTHER USEFUL METHODS
REFERENCES
APPENDIX
SELECTED SOLUTIONS
INDEX
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
APPLIED MULTIVARIATE STATISTICS WITH R
/ ZELTERMAN, DANIEL
: 2015
ABSTRACT / INHALTSTEXT
THIS BOOK BRINGS THE POWER OF MULTIVARIATE STATISTICS TO GRADUATE-LEVEL
PRACTITIONERS, MAKING THESE ANALYTICAL METHODS ACCESSIBLE WITHOUT
LENGTHY MATHEMATICAL DERIVATIONS. USING THE OPEN SOURCE, SHAREWARE
PROGRAM R, PROFESSOR ZELTERMAN DEMONSTRATES THE PROCESS AND OUTCOMES FOR
A WIDE ARRAY OF MULTIVARIATE STATISTICAL APPLICATIONS. CHAPTERS COVER
GRAPHICAL DISPLAYS, LINEAR ALGEBRA, UNIVARIATE, BIVARIATE AND
MULTIVARIATE NORMAL DISTRIBUTIONS, FACTOR METHODS, LINEAR REGRESSION,
DISCRIMINATION AND CLASSIFICATION, CLUSTERING, TIME SERIES MODELS, AND
ADDITIONAL METHODS. ZELTERMAN USES PRACTICAL EXAMPLES FROM DIVERSE
DISCIPLINES TO WELCOME READERS FROM A VARIETY OF ACADEMIC SPECIALTIES.
THOSE WITH BACKGROUNDS IN STATISTICS WILL LEARN NEW METHODS WHILE THEY
REVIEW MORE FAMILIAR TOPICS. CHAPTERS INCLUDE EXERCISES, REAL DATA SETS,
AND R IMPLEMENTATIONS. THE DATA ARE INTERESTING, REAL-WORLD TOPICS,
PARTICULARLY FROM HEALTH AND BIOLOGY-RELATED CONTEXTS. AS AN EXAMPLE OF
THE APPROACH, THE TEXT EXAMINES A SAMPLE FROM THE BEHAVIOR RISK FACTOR
SURVEILLANCE SYSTEM, DISCUSSING BOTH THE SHORTCOMINGS OF THE DATA AS
WELL AS USEFUL ANALYSES. THE TEXT AVOIDS THEORETICAL DERIVATIONS BEYOND
THOSE NEEDED TO FULLY APPRECIATE THE METHODS. PRIOR EXPERIENCE WITH R IS
NOT NECESSARY.
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
any_adam_object | 1 |
author | Zelterman, Daniel |
author_GND | (DE-588)171800346 |
author_facet | Zelterman, Daniel |
author_role | aut |
author_sort | Zelterman, Daniel |
author_variant | d z dz |
building | Verbundindex |
bvnumber | BV042788422 |
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collection | ZDB-2-SMA |
ctrlnum | (OCoLC)920888754 (DE-599)BVBBV042788422 |
dewey-full | 519.5 |
dewey-hundreds | 500 - Natural sciences and mathematics |
dewey-ones | 519 - Probabilities and applied mathematics |
dewey-raw | 519.5 |
dewey-search | 519.5 |
dewey-sort | 3519.5 |
dewey-tens | 510 - Mathematics |
discipline | Mathematik |
doi_str_mv | 10.1007/978-3-319-14093-3 |
format | Electronic eBook |
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spelling | Zelterman, Daniel Verfasser (DE-588)171800346 aut Applied multivariate statistics with R Daniel Zelterman Cham [u.a.] Springer 2015 1 Online-Ressource (XVI, 393 S.) 121 illus., 108 illus. in color txt rdacontent c rdamedia cr rdacarrier Statistics for biology and health 1431-8776 Statistics Epidemiology Bioinformatics Biological models Statistical methods Statistics for Life Sciences, Medicine, Health Sciences Biostatistics Systems Biology Statistik Multivariate Analyse (DE-588)4040708-1 gnd rswk-swf Epidemiologie (DE-588)4015016-1 gnd rswk-swf Bioinformatik (DE-588)4611085-9 gnd rswk-swf R Programm (DE-588)4705956-4 gnd rswk-swf Biostatistik (DE-588)4729990-3 gnd rswk-swf Epidemiologie (DE-588)4015016-1 s Bioinformatik (DE-588)4611085-9 s Multivariate Analyse (DE-588)4040708-1 s Biostatistik (DE-588)4729990-3 s R Programm (DE-588)4705956-4 s 1\p DE-604 Erscheint auch als Druckausgabe 978-3-319-14092-6 https://doi.org/10.1007/978-3-319-14093-3 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028218300&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=028218300&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 | Zelterman, Daniel Applied multivariate statistics with R Statistics Epidemiology Bioinformatics Biological models Statistical methods Statistics for Life Sciences, Medicine, Health Sciences Biostatistics Systems Biology Statistik Multivariate Analyse (DE-588)4040708-1 gnd Epidemiologie (DE-588)4015016-1 gnd Bioinformatik (DE-588)4611085-9 gnd R Programm (DE-588)4705956-4 gnd Biostatistik (DE-588)4729990-3 gnd |
subject_GND | (DE-588)4040708-1 (DE-588)4015016-1 (DE-588)4611085-9 (DE-588)4705956-4 (DE-588)4729990-3 |
title | Applied multivariate statistics with R |
title_auth | Applied multivariate statistics with R |
title_exact_search | Applied multivariate statistics with R |
title_full | Applied multivariate statistics with R Daniel Zelterman |
title_fullStr | Applied multivariate statistics with R Daniel Zelterman |
title_full_unstemmed | Applied multivariate statistics with R Daniel Zelterman |
title_short | Applied multivariate statistics with R |
title_sort | applied multivariate statistics with r |
topic | Statistics Epidemiology Bioinformatics Biological models Statistical methods Statistics for Life Sciences, Medicine, Health Sciences Biostatistics Systems Biology Statistik Multivariate Analyse (DE-588)4040708-1 gnd Epidemiologie (DE-588)4015016-1 gnd Bioinformatik (DE-588)4611085-9 gnd R Programm (DE-588)4705956-4 gnd Biostatistik (DE-588)4729990-3 gnd |
topic_facet | Statistics Epidemiology Bioinformatics Biological models Statistical methods Statistics for Life Sciences, Medicine, Health Sciences Biostatistics Systems Biology Statistik Multivariate Analyse Epidemiologie Bioinformatik R Programm Biostatistik |
url | https://doi.org/10.1007/978-3-319-14093-3 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028218300&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=028218300&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
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