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A Survivor's Guide to R - An Introduction for the Uninitiated and the Unnerved (Paperback)
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A Survivor's Guide to R - An Introduction for the Uninitiated and the Unnerved (Paperback)
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The Survivor's Guide to R provides a gentle, but thorough,
introduction to R. It is an ideal supplement to any introductory
statistics text or a practical field guide for those who want to
use the powerful R language for statistical analysis in their own
research. The book focuses on providing students with the
real-world R skills that are often hard to get to in statistics
classes: basic data management and manipulation, and working with R
graphics. The book is designed to get students with little or no
background in statistics or programming started on R within the
context of a statistics class, and to ensure that they have
acquired functional R skills that they can continue to use as they
move on to their own projects. The book begins with a
straightforward approach to understanding R objects, and then moves
systematically through the use of R to transform, sort, and
aggregate data; to work with complex textual and date/time data;
and to effectively build on R's default graphics capabilities to
produce highly customized and effective graphics. It focuses on
working with real-world data, with - on reading data in different
formats and the challenges of missing data. This book is intended
for those with little to no statistics or programming
experience---students and other new users who are likely to find
their first encounter with R more than a little intimidating. It is
written in an accessible and sympathetic style that makes minimal
assumptions about user skills, and provides frequent warnings about
common pitfalls that must be avoided along the road to R mastery.
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