Data Analysis and Graphics Using R

An Example-Based Approach

Nonfiction, Computers, Advanced Computing, Natural Language Processing, Science & Nature, Mathematics, Health & Well Being, Medical
Cover of the book Data Analysis and Graphics Using R by John Maindonald, W. John Braun, Cambridge University Press
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Author: John Maindonald, W. John Braun ISBN: 9781107385481
Publisher: Cambridge University Press Publication: May 6, 2010
Imprint: Cambridge University Press Language: English
Author: John Maindonald, W. John Braun
ISBN: 9781107385481
Publisher: Cambridge University Press
Publication: May 6, 2010
Imprint: Cambridge University Press
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

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