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Data Analysis and Graphics Using R on Hardback by John Maindonald
Data Analysis and Graphics Using R on Hardback by John Maindonald
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Data Analysis and Graphics Using R

An Example-Based Approach
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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 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.

Author Biography:

John Maindonald is Visiting Fellow at the Mathematical Sciences Institute at the Australian National University. He has collaborated extensively with scientists in a wide range of application areas, from medicine and public health to population genetics, machine learning, economic history, and forensic linguistics. W. John Braun is Professor in the Department of Statistical and Actuarial Sciences at the University of Western Ontario. He has collaborated with biostatisticians, biologists, psychologists, and most recently has become involved with a network of forestry researchers.
Release date NZ
May 6th, 2010
Audiences
  • Professional & Vocational
  • Tertiary Education (US: College)
Edition
3rd Revised edition
Illustrations
40 Tables, unspecified; 12 Plates, color; 65 Halftones, unspecified; 85 Line drawings, unspecified
Pages
549
Dimensions
183x260x30
ISBN-13
9780521762939
Product ID
4189765

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