Description
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 modeling 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.
Details
Unlock the power of visual data with Graphical Data Analysis with R. This comprehensive book showcases how informative graphical displays can be in revealing hidden patterns and conveying complex information. By utilizing R, the industry-standard programming language for statistical analysis, you'll gain a deep understanding of why graphical representations are essential for displaying data effectively.
With easy access to a wide range of datasets available in R and its packages, Graphical Data Analysis with R empowers you to clean data, identify outliers, detect trends and clusters, evaluate modeling output, and present findings all at once. Whether you're a student taking a statistics course or a professional looking to enhance your data analysis skills, this book offers valuable insights into choosing the most suitable graphics to communicate your data-driven story.
Stand out from the competition by mastering the art of visualizing data. Capture your audience's attention with dazzling color graphics that not only provide clarity but also engage your viewers. Graphical Data Analysis with R can be your ultimate companion for a graphical data analysis course or as a supplementary resource for a comprehensive statistics curriculum. Enhance your analytical prowess today!
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