Graphical Data Analysis with R

1st Edition

Antony Unwin

Chapman and Hall/CRC
Published May 20, 2015
Reference - 310 Pages - 135 Color Illustrations
ISBN 9781498715232 - CAT# K25332
Series: Chapman & Hall/CRC The R Series

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Summary

See How Graphics Reveal Information

Graphical Data Analysis with R shows you what information you can gain from graphical displays. The book focuses on why you draw graphics to display data and which graphics to draw (and uses R to do so). All the datasets are available in R or one of its packages and the R code is available at rosuda.org/GDA.

Graphical data analysis is useful for data cleaning, exploring data structure, detecting outliers and unusual groups, identifying trends and clusters, spotting local patterns, evaluating modelling output, and presenting results. This book guides you in choosing graphics and understanding what information you can glean from them. It can be used as a primary text in a graphical data analysis course or as a supplement in a statistics course. Colour graphics are used throughout.