The Resource Discovering statistics using R, Andy Field, Jeremy Miles, Zoë Field
Discovering statistics using R, Andy Field, Jeremy Miles, Zoë Field
Resource Information
The item Discovering statistics using R, Andy Field, Jeremy Miles, Zoë Field represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in Bowdoin College Library.This item is available to borrow from 1 library branch.
Resource Information
The item Discovering statistics using R, Andy Field, Jeremy Miles, Zoë Field represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in Bowdoin College Library.
This item is available to borrow from 1 library branch.
- Summary
- "Hot on the heels of the award-winning and best selling Discovering Statistics Using SPSS Third Edition, Andy Field has teamed up with Jeremy Miles (co-author of Discovering Statistics Using SAS) to write Discovering Statistics Using R. Keeping the uniquely humorous and self-depreciating style that has made students across the world fall in love with Andy Field's books, Discovering Statistics Using R takes students on a journey of statistical discovery using the freeware R, a free, flexible and dynamically changing software tool for data analysis that is becoming increasingly popular across the social and behavioral sciences throughout the world. The journey begins by explaining basic statistical and research concepts before a guided tour of the R software environment. Next the importance of exploring and graphing data will be discovered, before moving onto statistical tests that are the foundations of the rest of the book (for e.g. correlation and regression). Readers will then stride confidently into intermediate level analyses such as ANOVA, before ending their journey with advanced techniques such as MANOVA and multilevel models. Although there is enough theory to help the reader gain the necessary conceptual understanding of what they're doing, the emphasis is on applying what's learned to playful and real-world examples that should make the experience more fun than expected."--Publisher's website
- Language
- eng
- Extent
- xxxiv, 957 pages
- Contents
-
- Why is my evil lecturer forcing me to learn statistics?
- Everything you ever wanted to know about statistics (well, sort of)
- The R environment
- Exploring data with graphs
- Exploring assumptions
- Correlation
- Regression
- Logistic regression
- Comparing two means
- Comparing several means: ANOVA (GLM 1)
- Analysis of covariance, ANCOVA (GLM 2)
- Factorial ANOVA (GLM 3)
- Repeated-measures designs (GLM 4)
- Mixed designs (GLM 5)
- Non-parametric tests
- Multivariate analysis of variance (MANOVA)
- Exploratory factor analysis
- Categorical data
- Multilevel linear models
- Isbn
- 9781446200452
- Label
- Discovering statistics using R
- Title
- Discovering statistics using R
- Statement of responsibility
- Andy Field, Jeremy Miles, Zoë Field
- Subject
-
- Datorprogram
- Deskriptiv statistik
- Estadistica -- Programes d'ordinador
- Korrelationsanalys
- R (Computer program language)
- R (Computer program language)
- R (Llenguatge de programació)
- R (Programspråk)
- Regressionsanalys
- Samhällsvetenskap -- statistiska metoder
- Social sciences -- Statistical methods | Computer programs
- Social sciences -- Statistical methods | Computer programs
- Statistics -- Computer programs
- Statistics -- Computer programs
- Statistik
- Ciències socials -- Mètodes estadístics | Programes d'ordinador
- Language
- eng
- Summary
- "Hot on the heels of the award-winning and best selling Discovering Statistics Using SPSS Third Edition, Andy Field has teamed up with Jeremy Miles (co-author of Discovering Statistics Using SAS) to write Discovering Statistics Using R. Keeping the uniquely humorous and self-depreciating style that has made students across the world fall in love with Andy Field's books, Discovering Statistics Using R takes students on a journey of statistical discovery using the freeware R, a free, flexible and dynamically changing software tool for data analysis that is becoming increasingly popular across the social and behavioral sciences throughout the world. The journey begins by explaining basic statistical and research concepts before a guided tour of the R software environment. Next the importance of exploring and graphing data will be discovered, before moving onto statistical tests that are the foundations of the rest of the book (for e.g. correlation and regression). Readers will then stride confidently into intermediate level analyses such as ANOVA, before ending their journey with advanced techniques such as MANOVA and multilevel models. Although there is enough theory to help the reader gain the necessary conceptual understanding of what they're doing, the emphasis is on applying what's learned to playful and real-world examples that should make the experience more fun than expected."--Publisher's website
- Cataloging source
- BTCTA
- http://library.link/vocab/creatorName
- Field, Andy P
- Illustrations
- illustrations
- Index
- index present
- Literary form
- non fiction
- Nature of contents
- bibliography
- http://library.link/vocab/relatedWorkOrContributorDate
- 1968-
- http://library.link/vocab/relatedWorkOrContributorName
-
- Miles, Jeremy
- Field, Zoë
- http://library.link/vocab/subjectName
-
- Social sciences
- R (Computer program language)
- Statistics
- Ciències socials
- Estadistica
- R (Llenguatge de programació)
- R (Computer program language)
- Social sciences
- Statistics
- R (Programspråk)
- Statistik
- Deskriptiv statistik
- Regressionsanalys
- Korrelationsanalys
- Samhällsvetenskap
- Datorprogram
- Label
- Discovering statistics using R, Andy Field, Jeremy Miles, Zoë Field
- Bibliography note
- Includes bibliographical references (pages 941-947) and index
- Carrier category
- volume
- Carrier category code
-
- nc
- Carrier MARC source
- rdacarrier
- Content category
- text
- Content type code
-
- txt
- Content type MARC source
- rdacontent
- Contents
- Why is my evil lecturer forcing me to learn statistics? -- Everything you ever wanted to know about statistics (well, sort of) -- The R environment -- Exploring data with graphs -- Exploring assumptions -- Correlation -- Regression -- Logistic regression -- Comparing two means -- Comparing several means: ANOVA (GLM 1) -- Analysis of covariance, ANCOVA (GLM 2) -- Factorial ANOVA (GLM 3) -- Repeated-measures designs (GLM 4) -- Mixed designs (GLM 5) -- Non-parametric tests -- Multivariate analysis of variance (MANOVA) -- Exploratory factor analysis -- Categorical data -- Multilevel linear models
- Control code
- 760970657
- Dimensions
- 27 cm
- Extent
- xxxiv, 957 pages
- Isbn
- 9781446200452
- Lccn
- 2012419528
- Media category
- unmediated
- Media MARC source
- rdamedia
- Media type code
-
- n
- Other control number
- 99949192251
- Other physical details
- illustrations
- System control number
- (OCoLC)760970657
- Label
- Discovering statistics using R, Andy Field, Jeremy Miles, Zoë Field
- Bibliography note
- Includes bibliographical references (pages 941-947) and index
- Carrier category
- volume
- Carrier category code
-
- nc
- Carrier MARC source
- rdacarrier
- Content category
- text
- Content type code
-
- txt
- Content type MARC source
- rdacontent
- Contents
- Why is my evil lecturer forcing me to learn statistics? -- Everything you ever wanted to know about statistics (well, sort of) -- The R environment -- Exploring data with graphs -- Exploring assumptions -- Correlation -- Regression -- Logistic regression -- Comparing two means -- Comparing several means: ANOVA (GLM 1) -- Analysis of covariance, ANCOVA (GLM 2) -- Factorial ANOVA (GLM 3) -- Repeated-measures designs (GLM 4) -- Mixed designs (GLM 5) -- Non-parametric tests -- Multivariate analysis of variance (MANOVA) -- Exploratory factor analysis -- Categorical data -- Multilevel linear models
- Control code
- 760970657
- Dimensions
- 27 cm
- Extent
- xxxiv, 957 pages
- Isbn
- 9781446200452
- Lccn
- 2012419528
- Media category
- unmediated
- Media MARC source
- rdamedia
- Media type code
-
- n
- Other control number
- 99949192251
- Other physical details
- illustrations
- System control number
- (OCoLC)760970657
Subject
- Datorprogram
- Deskriptiv statistik
- Estadistica -- Programes d'ordinador
- Korrelationsanalys
- R (Computer program language)
- R (Computer program language)
- R (Llenguatge de programació)
- R (Programspråk)
- Regressionsanalys
- Samhällsvetenskap -- statistiska metoder
- Social sciences -- Statistical methods | Computer programs
- Social sciences -- Statistical methods | Computer programs
- Statistics -- Computer programs
- Statistics -- Computer programs
- Statistik
- Ciències socials -- Mètodes estadístics | Programes d'ordinador
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<div class="citation" vocab="http://schema.org/"><i class="fa fa-external-link-square fa-fw"></i> Data from <span resource="http://link.bowdoin.edu/portal/Discovering-statistics-using-R-Andy-Field/jlTS6fWmHaw/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.bowdoin.edu/portal/Discovering-statistics-using-R-Andy-Field/jlTS6fWmHaw/">Discovering statistics using R, Andy Field, Jeremy Miles, Zoë Field</a></span> - <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.bowdoin.edu/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.bowdoin.edu/">Bowdoin College Library</a></span></span></span></span></div>
