View in EDS PDF Full Text

Data Analysis and Graphics Using R : An Example-Based Approach

Saved in:
Bibliographic Details
Title: Data Analysis and Graphics Using R : An Example-Based Approach
Description: Discover what you can do with R! Introducing the R system, covering standard regression methods, then tackling more advanced topics, this book guides users through the practical, powerful tools that the R system provides. The emphasis is on hands-on analysis, graphical display, and interpretation of data. The many worked examples, from real-world research, are accompanied by commentary on what is done and why. The companion website has code and datasets, allowing readers to reproduce all analyses, along with solutions to selected exercises and updates. Assuming basic statistical knowledge and some experience with data analysis (but not R), the book is ideal for research scientists, final-year undergraduate or graduate-level students of applied statistics, and practising statisticians. It is both for learning and for reference. This third edition expands upon topics such as Bayesian inference for regression, errors in variables, generalized linear mixed models, and random forests.
Authors: John Maindonald, W. John Braun
Resource Type: eBook.
Subjects: R (Computer program language), Statistics--Graphic methods--Data processing, Statistics--Data processing
Categories: MATHEMATICS / Probability & Statistics / General
Database: eBook Collection (EBSCOhost)
FullText Links:
  – Type: ebook-pdf
Text:
  Availability: 0
Header DbId: nlebk
DbLabel: eBook Collection (EBSCOhost)
An: 317671
RelevancyScore: 1031
AccessLevel: 6
PubType: eBook
PubTypeId: ebook
PreciseRelevancyScore: 1031.17456054688
IllustrationInfo
ImageInfo – Size: thumb
  Target: https://rps2images.ebscohost.com/rpsweb/othumb?id=NL$317671$PDF&s=r
– Size: medium
  Target: https://rps2images.ebscohost.com/rpsweb/othumb?id=NL$317671$PDF&s=d
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Data Analysis and Graphics Using R : An Example-Based Approach
– Name: Abstract
  Label: Description
  Group: Ab
  Data: Discover what you can do with R! Introducing the R system, covering standard regression methods, then tackling more advanced topics, this book guides users through the practical, powerful tools that the R system provides. The emphasis is on hands-on analysis, graphical display, and interpretation of data. The many worked examples, from real-world research, are accompanied by commentary on what is done and why. The companion website has code and datasets, allowing readers to reproduce all analyses, along with solutions to selected exercises and updates. Assuming basic statistical knowledge and some experience with data analysis (but not R), the book is ideal for research scientists, final-year undergraduate or graduate-level students of applied statistics, and practising statisticians. It is both for learning and for reference. This third edition expands upon topics such as Bayesian inference for regression, errors in variables, generalized linear mixed models, and random forests.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22John+Maindonald%22">John Maindonald</searchLink><br /><searchLink fieldCode="AR" term="%22W%2E+John+Braun%22">W. John Braun</searchLink>
– Name: TypePub
  Label: Resource Type
  Group: TypPub
  Data: eBook.
– Name: Subject
  Label: Subjects
  Group: Su
  Data: <searchLink fieldCode="DE" term="%22R+%28Computer+program+language%29%22">R (Computer program language)</searchLink><br /><searchLink fieldCode="DE" term="%22Statistics--Graphic+methods--Data+processing%22">Statistics--Graphic methods--Data processing</searchLink><br /><searchLink fieldCode="DE" term="%22Statistics--Data+processing%22">Statistics--Data processing</searchLink>
– Name: SubjectBISAC
  Label: Categories
  Group: Su
  Data: <searchLink fieldCode="ZK" term="%22MATHEMATICS+%2F+Probability+%26+Statistics+%2F+General%22">MATHEMATICS / Probability & Statistics / General</searchLink>
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=nlebk&AN=317671
RecordInfo BibRecord:
  BibEntity:
    Classifications:
      – Code: 519.50285
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: R (Computer program language)
        Type: general
      – SubjectFull: Statistics--Graphic methods--Data processing
        Type: general
      – SubjectFull: Statistics--Data processing
        Type: general
    Titles:
      – TitleFull: Data Analysis and Graphics Using R : An Example-Based Approach
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: John Maindonald
      – PersonEntity:
          Name:
            NameFull: W. John Braun
      – PersonEntity:
          Name:
            NameFull: John Maindonald
      – PersonEntity:
          Name:
            NameFull: W. John Braun
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2010
            – D: 04
              M: 02
              Type: profile
              Y: 2014
          Identifiers:
            – Type: isbn-print
              Value: 9780521762939
            – Type: isbn-electronic
              Value: 9780511712869
          Numbering:
            – Type: volume
              Value: 00010
          Titles:
            – TitleFull: Data Analysis and Graphics Using R : An Example-Based Approach
              Type: main
ResultId 1