Graphical Data Analysis with R pdf epub mobi txt 电子书 下载 2025
Antony Unwin is a professor of computer-oriented statistics and data
analysis at the University of Augsburg. He is a fellow of the American
Statistical Society. His research focuses on data visualisation,
especially in interactive graphics.
- R
- Graph
- 金融
- 统计学
- 统计
- 数据分析
- 数学
- Programming
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.
Features
• Concentrates on why graphics are drawn and what they reveal
• Emphasises the value of drawing a variety of different graphics
• Uses real datasets in R to show how graphical data analysis
works in practice
• Supplies R code for all the graphics on the author’s website
• Includes a set of exercises in each chapter to facilitate hands-on
learning
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