Data analysis and graphics using R [electronic resource] : an example-based approach

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Tác giả: John Braun, J. H Maindonald

Ngôn ngữ: eng

ISBN-10: 0511712863

Ký hiệu phân loại: 519.50285 Statistical mathematics

Thông tin xuất bản: Cambridge ; New York : Cambridge University Press, 2010

Mô tả vật lý: 1 online resource (xxvi, 525 p., [12] p. of plates) : , ill. (some col.)

Bộ sưu tập: Khoa học tự nhiên

ID: 67324

"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"--Provided by publisher.
Includes bibliographical references and indexes.
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