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Discovering Statistics Using R [Paperback]

Andy Field , Jeremy Miles , Zoe Field
4.3 out of 5 stars  See all reviews (3 customer reviews)
RRP: £46.99
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Book Description

22 Mar 2012 1446200469 978-1446200469
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A companion website is available for this text

Watch Andy Field's introductory video to Discovering Statistics Using R

Keeping the uniquely humorous and self-deprecating 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 R, a free, flexible and dynamically changing software tool for data analysis that is becoming increasingly popular across the social and behavioural sciences throughout the world.

The journey begins by explaining basic statistical and research concepts before a guided tour of the R software environment. Next you discover the importance of exploring and graphing data, before moving onto statistical tests that are the foundations of the rest of the book (for example correlation and regression). You will then stride confidently into intermediate level analyses such as ANOVA, before ending your journey with advanced techniques such as MANOVA and multilevel models. Although there is enough theory to help you gain the necessary conceptual understanding of what you're doing, the emphasis is on applying what you learn to playful and real-world examples that should make the experience more fun than you might expect.

Like its sister textbooks, Discovering Statistics Using R is written in an irreverent style and follows the same ground-breaking structure and pedagogical approach. The core material is augmented by a cast of characters to help the reader on their way, together with hundreds of examples, self-assessment tests to consolidate knowledge, and additional website material for those wanting to learn more at: Instructor Site.

Given this book's accessibility, fun spirit, and use of bizarre real-world research it should be essential for anyone wanting to learn about statistics using the freely-available R software.


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Product details

  • Paperback: 992 pages
  • Publisher: SAGE Publications Ltd (22 Mar 2012)
  • Language: English
  • ISBN-10: 1446200469
  • ISBN-13: 978-1446200469
  • Product Dimensions: 19.5 x 4.1 x 26.5 cm
  • Average Customer Review: 4.3 out of 5 stars  See all reviews (3 customer reviews)
  • Amazon Bestsellers Rank: 17,274 in Books (See Top 100 in Books)
  • See Complete Table of Contents

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Review

In statistics, R is the way of the future. The big boys and girls have known this for some time: There are now millions of R users in academia and industry. R is free (as in no cost) and free (as in speech). Andy, Jeremy, and Zoe's book now makes R accessible to the little boys and girls like me and my students. Soon all classes in statistics will be taught in R.

I have been teaching R to psychologists for several years and so I have been waiting for this book for some time. The book is excellent, and it is now the course text for all my statistics classes. I'm pretty sure the book provides all you need to go from statistical novice to working researcher.

Take, for example, the chapter on t-tests. The chapter explains how to compare the means of two groups from scratch. It explains the logic behind the tests, it explains how to do the tests in R with a complete worked example, which papers to read in the unlikely event you do need to go further, and it explains what you need to write in your practical report or paper. But it also goes further, and explains how t-tests and regression are related---and are really the same thing---as part of the general linear model. So this book offers not just the step-by-step guidance needed to complete a particular test, but it also offers the chance to reach the zen state of total statistical understanding.


Prof. Neil Stewart
Warwick University


Field's Discovering Statistics is popular with students for making a sometimes deemed inaccessible topic accessible, in a fun way. In Discovering Statistics Using R, the authors have managed to do this using a statistics package that is known to be powerful, but sometimes deemed just as inaccessible to the uninitiated, all the while staying true to Field's off-kilter approach.


Dr Marcel van Egmond
University of Amsterdam


Probably the wittiest and most amusing of the lot (no, really), this book takes yet another approach: it is 958 pages of R-based stats wisdom (plus online accoutrements)... A thoroughly engaging, expansive, thoughtful and complete guide to modern statistics. Self-deprecating stories lighten the tone, and the undergrad-orientated 'stupid faces' (Brian Haemorrhage, Jane Superbrain, Oliver Twisted, etc.) soon stop feeling like a gimmick, and help to break up the text with useful snippets of stats wisdom. It is very mch a student textbook but it is brilliant... Field et al. is the complete package.
David M. Shuker
AnimJournal of Animal Behaviour




"This work should be in the library of every institution where statistics is taught. It contains much more content than what is required for a beginning or advanced undergraduate course, but instructors for such courses would do well to consider this book; it is priced comparably to books which contain only basic material, and students who are fascinated by the subject may find the additional material a real bonus. The book would also be very good for self-study. Overall, an excellent resource." (R. Bharath Choice 20121201)

About the Author

Andy Field is Professor of Child Psychopathology at the University of Sussex. He has published over 70 research papers, 27 book chapters, and 17 books mostly on child emotional development and statistics. He is the founding editor of the Journal of Experimental Psychopathology and has been an associate editor and editorial board member for the British Journal of Mathematical and Statistical Psychology, Cognition and Emotion, Clinical Child and Family Psychology Review and Research Synthesis Methods. His ability to make statistics accessible and fun has been recognized with local and national teaching awards (University of Sussex, 2001; the British Psychological Society, 2007), a prestigious UK National Teaching Fellowship (2010), and the British Psychological Society book award (2006). He adores cats, and loves to listen to and play very heavy music. He lives in Brighton with his wonderful wife Zoë and Fuzzy the cat.


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Customer Reviews

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7 of 8 people found the following review helpful
5.0 out of 5 stars The tried and tested textbook, now with R! 19 April 2012
Format:Paperback|Amazon Verified Purchase
Andy Field's previous SPSS textbook is one of the best books on statistical methods that I have ever read, and I am very pleased to say that, after reading his new (along with co-authors Jeremy Miles and Zoe Field) book on R, he has kept his high standards of writing and clear, concise, and extremely useful explanations.

If you 1) need to learn statistics, 2) need to learn how to perform statistical analysis, and 3) need to do them in R, then this is the book to buy!
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6 of 9 people found the following review helpful
3.0 out of 5 stars A Curates Egg 27 July 2012
By Neil
Format:Paperback|Amazon Verified Purchase
I purchased this book as someone who is passably statistics conversant, but hasn't previously had any experience of R. I have to admit that I do find the writers style a little wearing - the continual slightly smutty "student language" reminds me very much of a group of small children trying to shock adults. I guess that there must be some who enjoy it as the book seems to sell well.

More critically, I do find that it is oriented very strongly to social scientists. As a physical scientist, I do battle to find relevant examples in the text. All despite it being a truly doorstop sized book - not something to carry around for odd moments when you want to delve into the programming.

So overall - okay, but not a great book. I'm sure there is a market for another author to try his hand in.
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1 of 2 people found the following review helpful
5.0 out of 5 stars Brilliant book 7 Jan 2013
Format:Paperback|Amazon Verified Purchase
Brilliant book. Everyone that needs to use stats for their course or job should have this book.
Goes through all major statistical tests and steps user through how to use them in R.
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