TY - BOOK T1 - Data analysis and graphics using R an example-based approach T2 - Cambridge series on statistical and probabilistic mathematics A1 - Maindonald, J. H. (John Hilary) 1937- A2 - Braun, John 1963- LA - English PP - Cambridge, New York PB - Cambridge University Press YR - 2010 ED - 3rd ed. UL - https://tuklas.up.edu.ph/Record/UP-8027390931312409343 AB - "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. OP - 525 CN - QA 276.4 M245 2010 SN - 9780521762939 SN - 0521762936 KW - Statistics : Data processing. KW - Statistics : Graphic methods : Data processing. KW - R (Computer program language) ER -