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.
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