Discovering statistics using R / Andy P Field, Jeremy Miles and Zoë Field

By:

Field, Andy

Material type: Text

TextLanguage: English Publication details: Sage, 2012. New Delhi:Description: xxxiii, 957 pISBN:

9781446200469

Subject(s):

DDC classification:

300.15195 FIE-D

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.

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.

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Holdings
Item type	Current library	Collection	Call number	Status	Date due	Barcode	Item holds
Text/Reserve Book	Library, SPAB D-1	Non Fiction	300.15195 FIE-D (Browse shelf(Opens below))	Available		007494

Total holds: 0

Electronic reproduction. [Place of publication not identified] : HathiTrust Digital Library, 2019. MiAaHDL

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.

"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.

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