Data Analysis and Graphics Using R: An Example-Based Approach

Data Analysis and Graphics Using R: An Example-Based Approach (Cambridge Series in Statistical and Probabilistic Mathematics)

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.

Country	USA
Binding	Hardcover
Brand	Brand: Cambridge University Press
EAN	9780521762939
Edition	3
Feature	Used Book in Good Condition
ISBN	0521762936
Label	Cambridge University Press
Manufacturer	Cambridge University Press
NumberOfItems	1
NumberOfPages	549
PublicationDate	2010-06-07
Publisher	Cambridge University Press
Studio	Cambridge University Press
ReleaseDate	0000-00-00

Data Analysis and Graphics Using R: An Example-Based Approach (Cambridge Series in Statistical and Probabilistic Mathematics)