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


Author: John Maindonald, W. John Braun

Date: 2010-06-07

ISBN: 0521762936

Pages: 552

Language: English

Publisher: Cambridge University Press

Category: Technical

Tag: Programming


Posted on 2011-11-04, by LionFar.

Description


Title:Data Analysis and Graphics Using R: An Example-Based Approach
Author:John Maindonald, W. John Braun
Publisher:Cambridge University Press
ISBN:0521762936
ISBN13:
Date2010-06-07
Pages:552
Language:English
Format: PDF
Size:6.00 MB

Description: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.


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