Maindonald J., Braun W.J. - Data Analysis and Graphics Using R. An Example-Based Approach, 3rd Edition [2010, PDF, ENG]

Data Analysis and Graphics Using R. An Example-Based Approach, 3rd Ed

Год выпуска: 2010
Автор: John Maindonald, W. John Braun
Жанр: Пособие
Издательство: Cambridge University Press
ISBN: 978-0-521-76293-9
Язык: Английский
Формат: PDF
Качество: eBook (изначально компьютерное)
Количество страниц: 565
Описание: 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 practicing 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.