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Interactive Graphics for Data Analysis: Principles and Examples discusses exploratory data analysis (EDA) and how interactive graphical methods may assist obtain insights along with generate new questions and hypotheses from datasets.
Fundamentals of Interactive Statistical Graphics
The first part of the book summarizes guidelines and methodology, demonstrating how the completely totally different graphical representations of variables of a dataset are efficiently utilized in an interactive setting. The authors introduce essential plots and their interactive controls. Moreover they take a look at quite a few styles of data, relations between variables, and plot ensembles.
Case Analysis Illustrate the Principles
The second half focuses on 9 case analysis. Each case analysis describes the background, lists the first aims of the analysis and the variables inside the dataset, reveals what further numerical procedures can add to the graphical analysis, and summarizes important findings. Wherever related, the authors moreover current the numerical analysis for datasets current in Cox and Snell’s landmark book.
Understand Recommendations on methods to Analyze Data by way of Graphical Means
This full-color textual content material reveals that interactive graphical methods complement the traditional statistical toolbox to understand additional full, easier to know, and easier to interpret analyses.
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