Verfügbarkeit: Statistical analysis and data display

Statistical analysis and data display: an intermediate course with examples in R

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Bibliographische Detailangaben
Beteiligte Personen:	Heiberger, Richard M. 1945- (VerfasserIn), Holland, Burt (VerfasserIn)
Format:	Elektronisch E-Book
Sprache:	Englisch
Veröffentlicht:	New York Springer [2015]
Schriftenreihe:	Springer texts in statistics
Schlagwörter:	Statistics Statistical Theory and Methods Statistics and Computing/Statistics Programs Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Grafische methoden R (Langage de programmation) R (computerprogramma) Statistiek Statistique - Informatique Statistique mathématique - Informatique Datenverarbeitung Statistik Mathematical statistics > Data processing R (Computer program language) Statistics > Data processing R > Programm SAS > Programm S-PLUS Statistische Analyse
Links:	https://doi.org/10.1007/978-1-4939-2122-5 https://doi.org/10.1007/978-1-4939-2122-5 https://doi.org/10.1007/978-1-4939-2122-5 https://doi.org/10.1007/978-1-4939-2122-5 https://doi.org/10.1007/978-1-4939-2122-5 https://doi.org/10.1007/978-1-4939-2122-5 https://doi.org/10.1007/978-1-4939-2122-5 https://doi.org/10.1007/978-1-4939-2122-5 https://doi.org/10.1007/978-1-4939-2122-5 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028730337&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
Umfang:	1 Online Ressource (XXXI, 898 Seiten, 341 illus., 326 illus. in color)
ISBN:	9781493921225
ISSN:	1431-875X
DOI:	10.1007/978-1-4939-2122-5

Internformat

MARC


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Datensatz im Suchindex

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adam_text	STATISTICAL ANALYSIS AND DATA DISPLAY / HEIBERGER, RICHARD M. : 2015 ABSTRACT / INHALTSTEXT THIS CONTEMPORARY PRESENTATION OF STATISTICAL METHODS FEATURES EXTENSIVE USE OF GRAPHICAL DISPLAYS FOR EXPLORING DATA AND FOR DISPLAYING THE ANALYSIS. THE AUTHORS DEMONSTRATE HOW TO ANALYZE DATA—SHOWING CODE, GRAPHICS, AND ACCOMPANYING TABULAR LISTINGS—FOR ALL THE METHODS THEY COVER. THEY EMPHASIZE HOW TO CONSTRUCT AND INTERPRET GRAPHS. THEY DISCUSS PRINCIPLES OF GRAPHICAL DESIGN. THEY IDENTIFY SITUATIONS WHERE VISUAL IMPRESSIONS FROM GRAPHS MAY NEED CONFIRMATION FROM TRADITIONAL TABULAR RESULTS. ALL CHAPTERS HAVE EXERCISES. THE AUTHORS PROVIDE AND DISCUSS R FUNCTIONS FOR ALL THE NEW GRAPHICAL DISPLAY FORMATS. ALL GRAPHS AND TABULAR OUTPUT IN THE BOOK WERE CONSTRUCTED USING THESE FUNCTIONS. COMPLETE R SCRIPTS FOR ALL EXAMPLES AND FIGURES ARE PROVIDED FOR READERS TO USE AS MODELS FOR THEIR OWN ANALYSES.THIS BOOK CAN SERVE AS A STANDALONE TEXT FOR STATISTICS MAJORS AT THE MASTER’S LEVEL AND FOR OTHER QUANTITATIVELY ORIENTED DISCIPLINES AT THE DOCTORAL LEVEL, AND AS A REFERENCE BOOK FOR RESEARCHERS. IN-DEPTH DISCUSSIONS OF REGRESSION ANALYSIS, ANALYSIS OF VARIANCE, AND DESIGN OF EXPERIMENTS ARE FOLLOWED BY INTRODUCTIONS TO ANALYSIS OF DISCRETE BIVARIATE DATA, NONPARAMETRICS, LOGISTIC REGRESSION, AND ARIMA TIME SERIES MODELING. THE AUTHORS ILLUSTRATE CLASSICAL CONCEPTS AND TECHNIQUES WITH A VARIETY OF CASE STUDIES USING BOTH NEWER GRAPHICAL TOOLS AND TRADITIONAL TABULAR DISPLAYS. THE SECOND EDITION FEATURES GRAPHS THAT ARE COMPLETELY REDRAWN USING THE MORE POWERFUL GRAPHICS INFRASTRUCTURE PROVIDED BY R S LATTICE PACKAGE. THERE ARE NEW SECTIONS IN SEVERAL OF THE CHAPTERS, REVISED SECTIONS IN ALL CHAPTERS AND SEVERAL COMPLETELY NEW APPENDICES.NEW GRAPHICAL MATERIAL INCLUDES: • AN EXPANDED CHAPTER ON GRAPHICS; • A SECTION ON GRAPHING LIKERT SCALE DATA TO BUILD ON THE IMPORTANCE OF RATING SCALES IN FIELDS FROM POPULATION STUDIES TO PSYCHOMETRICS; • A DISCUSSION ON DESIGN OF GRAPHICS THAT WILL WORK FOR READERS WITH COLOR-DEFICIENT VISION; • AN EXPANDED DISCUSSION ON THE DESIGN OF MULTI-PANEL GRAPHICS; • EXPANDED AND NEW SECTIONS IN THE DISCRETE BIVARIATE STATISTICS CHAPTER ON THE USE OF MOSAIC PLOTS FOR CONTINGENCY TABLES INCLUDING THE N×2×2 TABLES FOR WHICH THE MANTEL–HAENSZEL–COCHRAN TEST IS APPROPRIATE; • AN INTERACTIVE (USING THE SHINY PACKAGE) PRESENTATION OF THE GRAPHICS FOR THE NORMAL AND T-TABLES THAT IS INTRODUCED EARLY AND USED IN MANY CHAPTERS.THE NEW APPENDICES INCLUDE DISCUSSIONS OF R, THE HH PACKAGE DESIGNED FOR R (THE MATERIAL IN THE HH PACKAGE WAS DISTRIBUTED AS A SET OF STANDALONE FUNCTIONS WITH THE FIRST EDITION OF THIS BOOK), THE R COMMANDER PACKAGE, THE REXCEL SYSTEM, THE SHINY PACKAGE, AND A MINIMAL DISCUSSION ON WRITING R PACKAGES. THERE IS A NEW APPENDIX ON COMPUTATIONAL PRECISION ILLUSTRATING AND EXPLAINING THE FAQ (FREQUENTLY ASKED QUESTIONS) ABOUT THE DIFFERENCES BETWEEN THE FAMILIAR REAL NUMBER SYSTEM AND THE LESS-FAMILIAR FLOATING POINT SYSTEM USED IN COMPUTERS. THE PROBABILITY DISTRIBUTIONS APPENDIX HAS BEEN EXPANDED TO INCLUDE MORE DISTRIBUTIONS (ALL THE DISTRIBUTIONS IN BASE R) AND TO INCLUDE GRAPHS OF EACH. THE EDITING APPENDIX FROM THE FIRST EDITION HAS BEEN SPLIT INTO FOUR EXPANDED APPENDICES—ON WORKING STYLE, WRITING STYLE, USE OF A POWERFUL EDITOR, AND USE OF LATEX FOR DOCUMENT PREPARATION DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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id	DE-604.BV043309648
illustrated	Not Illustrated
indexdate	2024-12-20T17:33:24Z
institution	BVB
isbn	9781493921225
issn	1431-875X
language	English
oai_aleph_id	oai:aleph.bib-bvb.de:BVB01-028730337
oclc_num	934209821
open_access_boolean
owner	DE-91 DE-BY-TUM DE-19 DE-BY-UBM DE-20 DE-739 DE-634 DE-703 DE-861 DE-706 DE-83
owner_facet	DE-91 DE-BY-TUM DE-19 DE-BY-UBM DE-20 DE-739 DE-634 DE-703 DE-861 DE-706 DE-83
physical	1 Online Ressource (XXXI, 898 Seiten, 341 illus., 326 illus. in color)
psigel	ZDB-2-SMA ZDB-2-SMA_2015 ZDB-2-SMA UBY_PDA_SMA_Kauf
publishDate	2015
publishDateSearch	2015
publishDateSort	2015
publisher	Springer
record_format	marc
series2	Springer texts in statistics
spellingShingle	Heiberger, Richard M. 1945- Holland, Burt Statistical analysis and data display an intermediate course with examples in R Statistics Statistical Theory and Methods Statistics and Computing/Statistics Programs Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Grafische methoden gtt R (Langage de programmation) R (computerprogramma) gtt Statistiek gtt Statistique - Informatique Statistique mathématique - Informatique Datenverarbeitung Statistik Mathematical statistics Data processing R (Computer program language) Statistics Data processing R Programm (DE-588)4705956-4 gnd SAS Programm (DE-588)4195685-0 gnd S-PLUS (DE-588)4321162-8 gnd Statistische Analyse (DE-588)4116599-8 gnd
subject_GND	(DE-588)4705956-4 (DE-588)4195685-0 (DE-588)4321162-8 (DE-588)4116599-8
title	Statistical analysis and data display an intermediate course with examples in R
title_auth	Statistical analysis and data display an intermediate course with examples in R
title_exact_search	Statistical analysis and data display an intermediate course with examples in R
title_full	Statistical analysis and data display an intermediate course with examples in R Richard M. Heiberger, Burt Holland
title_fullStr	Statistical analysis and data display an intermediate course with examples in R Richard M. Heiberger, Burt Holland
title_full_unstemmed	Statistical analysis and data display an intermediate course with examples in R Richard M. Heiberger, Burt Holland
title_short	Statistical analysis and data display
title_sort	statistical analysis and data display an intermediate course with examples in r
title_sub	an intermediate course with examples in R
topic	Statistics Statistical Theory and Methods Statistics and Computing/Statistics Programs Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Grafische methoden gtt R (Langage de programmation) R (computerprogramma) gtt Statistiek gtt Statistique - Informatique Statistique mathématique - Informatique Datenverarbeitung Statistik Mathematical statistics Data processing R (Computer program language) Statistics Data processing R Programm (DE-588)4705956-4 gnd SAS Programm (DE-588)4195685-0 gnd S-PLUS (DE-588)4321162-8 gnd Statistische Analyse (DE-588)4116599-8 gnd
topic_facet	Statistics Statistical Theory and Methods Statistics and Computing/Statistics Programs Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Grafische methoden R (Langage de programmation) R (computerprogramma) Statistiek Statistique - Informatique Statistique mathématique - Informatique Datenverarbeitung Statistik Mathematical statistics Data processing R (Computer program language) Statistics Data processing R Programm SAS Programm S-PLUS Statistische Analyse
url	https://doi.org/10.1007/978-1-4939-2122-5 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028730337&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT heibergerrichardm statisticalanalysisanddatadisplayanintermediatecoursewithexamplesinr AT hollandburt statisticalanalysisanddatadisplayanintermediatecoursewithexamplesinr

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