Data Analysis and Graphics Using R: An Example-Based Approach (Third Edition)
John Maindonald, W. John Braun
Discover what you can do with R! Introducing the R system, covering standard regression methods, and 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 data sets, 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.
卷:
10
年:
2010
出版:
3rd Edition
出版社:
Cambridge University Press
语言:
english
页:
565
ISBN 10:
0521762936
ISBN 13:
9780521762939
ISBN:
B00E3URA1A
系列:
Cambridge Series In Statistical and Probabilistic Mathematics
文件:
PDF, 4.56 MB
IPFS:
,
english, 2010