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An introduction to applied multivariate analysis with R

Author: Brian Sidney Everitt; Torsten Hothorn
Publisher: New York : Springer, cop. 2011.
Series: Use R!
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
The majority of data sets collected by researchers in all disciplines are multivariate, meaning that several measurements, observations, or recordings are taken on each of the units in the data set. These units might be human subjects, archaeological artifacts, countries, or a vast variety of other things. In a few cases, it may be sensible to isolate each variable and study it separately, but in most instances all  Read more...
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Genre/Form: [manuel]
Additional Physical Format: An introduction to applied multivariate analysis with R [Ressource électronique] / Brian Everitt, Torsten Hothorn.
New York, NY : Springer Science+Business Media, LLC, 2011. (@Use R)
978-1-441-99650-3
(ABES)153868864
Document Type: Book
All Authors / Contributors: Brian Sidney Everitt; Torsten Hothorn
ISBN: 9781441996497 1441996494
OCLC Number: 800259323
Description: 1 vol. (xiv-273 p.) : ill. ; 24 cm.
Contents: Multivariate data and multivariate analysis --
Looking at multivariate data: visualisation --
Principal components analysis --
Multidimensional scaling --
Exploratory factor analysis --
Cluster analysis --
Confirmatory factor analysis and structural equation models --
The analysis of repeated measures data.
Series Title: Use R!
Responsibility: Brian Everitt, Torsten Hothorn.
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Abstract:

The majority of data sets collected by researchers in all disciplines are multivariate, meaning that several measurements, observations, or recordings are taken on each of the units in the data set.  Read more...

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"This book covers basic to advanced approaches for the analysis of multivariate data in R. ... All chapters end with a summary and exercises, making this book an excellent addition to applied Read more...

 
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Primary Entity<\/h3>\n
<http:\/\/www.worldcat.org\/oclc\/800259323<\/a>> # An introduction to applied multivariate analysis with R<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Book<\/a>, schema:CreativeWork<\/a> ;\u00A0\u00A0\u00A0\nlibrary:oclcnum<\/a> \"800259323<\/span>\" ;\u00A0\u00A0\u00A0\nlibrary:placeOfPublication<\/a> <http:\/\/dbpedia.org\/resource\/New_York_City<\/a>> ; # New York<\/span>\n\u00A0\u00A0\u00A0\nlibrary:placeOfPublication<\/a> <http:\/\/id.loc.gov\/vocabulary\/countries\/nyu<\/a>> ;\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/900164981#Topic\/r_langage_de_programmation<\/a>> ; # R (Langage de programmation)<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/900164981#Topic\/multivariate_analysis<\/a>> ; # Multivariate Analysis<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/900164981#Topic\/statistics_as_topic_methods<\/a>> ; # Statistics as Topic--methods<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/900164981#Topic\/statistique<\/a>> ; # Statistique<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/900164981#Topic\/r_computer_program_language<\/a>> ; # R (Computer program language)<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/900164981#Topic\/r_logiciel<\/a>> ; # R (logiciel)<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/id.loc.gov\/authorities\/subjects\/sh2010102641<\/a>> ; # Multivariate analysis--Data processing<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/dewey.info\/class\/519.535\/e22\/<\/a>> ;\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/900164981#Topic\/analyse_multivariee<\/a>> ; # Analyse multivari\u00E9e<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/900164981#Topic\/multivariate_analysis_data_processing<\/a>> ; # Multivariate analysis--Data processing<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/900164981#Topic\/analyse_multivariee_informatique<\/a>> ; # Analyse multivari\u00E9e--Informatique<\/span>\n\u00A0\u00A0\u00A0\nschema:bookFormat<\/a> bgn:PrintBook<\/a> ;\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/viaf.org\/viaf\/167237045<\/a>> ; # Torsten Hothorn<\/span>\n\u00A0\u00A0\u00A0\nschema:copyrightYear<\/a> \"op.<\/span>\" ;\u00A0\u00A0\u00A0\nschema:creator<\/a> <http:\/\/viaf.org\/viaf\/56681321<\/a>> ; # Brian Sidney Everitt<\/span>\n\u00A0\u00A0\u00A0\nschema:datePublished<\/a> \"2011<\/span>\" ;\u00A0\u00A0\u00A0\nschema:description<\/a> \"Multivariate data and multivariate analysis -- Looking at multivariate data: visualisation -- Principal components analysis -- Multidimensional scaling -- Exploratory factor analysis -- Cluster analysis -- Confirmatory factor analysis and structural equation models -- The analysis of repeated measures data.<\/span>\" ;\u00A0\u00A0\u00A0\nschema:description<\/a> \"The majority of data sets collected by researchers in all disciplines are multivariate, meaning that several measurements, observations, or recordings are taken on each of the units in the data set. These units might be human subjects, archaeological artifacts, countries, or a vast variety of other things. In a few cases, it may be sensible to isolate each variable and study it separately, but in most instances all the variables need to be examined simultaneously in order to fully grasp the structure and key features of the data. For this purpose, one or another method of multivariate analysis might be helpful, and it is with such methods that this book is largely concerned. Multivariate analysis includes methods both for describing and exploring such data and for making formal inferences about them. The aim of all the techniques is, in general sense, to display or extract the signal in the data in the presence of noise and to find out what the data show us in the midst of their apparent chaos. The book explores the correct application of these methods so as to extract as much information as possible from the data at hand, particularly as some type of graphical representation, via the R software. 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Related Entities<\/h3>\n
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<http:\/\/dewey.info\/class\/519.535\/e22\/<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/900164981#Agent\/springer<\/a>> # Springer<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nbgn:Agent<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Springer<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/900164981#Series\/use_r<\/a>> # Use R!<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nbgn:PublicationSeries<\/a> ;\u00A0\u00A0\u00A0\nschema:hasPart<\/a> <http:\/\/www.worldcat.org\/oclc\/800259323<\/a>> ; # An introduction to applied multivariate analysis with R<\/span>\n\u00A0\u00A0\u00A0\nschema:name<\/a> \"Use R!<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/900164981#Topic\/analyse_multivariee<\/a>> # Analyse multivari\u00E9e<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Analyse multivari\u00E9e<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/900164981#Topic\/analyse_multivariee_informatique<\/a>> # Analyse multivari\u00E9e--Informatique<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Analyse multivari\u00E9e--Informatique<\/span>\"@fr<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/900164981#Topic\/multivariate_analysis<\/a>> # Multivariate Analysis<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Multivariate Analysis<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/900164981#Topic\/multivariate_analysis_data_processing<\/a>> # Multivariate analysis--Data processing<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Multivariate analysis--Data processing<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
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<http:\/\/experiment.worldcat.org\/entity\/work\/data\/900164981#Topic\/r_logiciel<\/a>> # R (logiciel)<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"R (logiciel)<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
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<http:\/\/experiment.worldcat.org\/entity\/work\/data\/900164981#Topic\/statistique<\/a>> # Statistique<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Statistique<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/id.loc.gov\/authorities\/subjects\/sh2010102641<\/a>> # Multivariate analysis--Data processing<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Multivariate analysis--Data processing<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/id.loc.gov\/vocabulary\/countries\/nyu<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:Place<\/a> ;\u00A0\u00A0\u00A0\ndcterms:identifier<\/a> \"nyu<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/viaf.org\/viaf\/167237045<\/a>> # Torsten Hothorn<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"Hothorn<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"Torsten<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Torsten Hothorn<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
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