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Interactive graphics for data analysis : principles and examples

Author: Martin Theus; Simon Urbanek
Publisher: Boca Raton : CRC Press, ©2009.
Series: Series in computer science and data analysis.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
"Interactive Graphics for Data Analysis: Principles and Examples discusses exploratory data analysis (EDA) and how interactive graphical methods can help gain insights as well as generate new questions and hypotheses from datasets. The first part of the book summarizes principles and methodology, demonstrating how the different graphical representations of variables of a dataset are effectively used in an
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Details

Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Martin Theus; Simon Urbanek
ISBN: 9781584885948 1584885947
OCLC Number: 245023938
Notes: "A Chapman & Hall book."
Description: xii, 280 pages : illustrations (chiefly color), color maps ; 25 cm.
Contents: I. Principles --
1. Interactivity --
2. Examining a Single Variable --
3. Interactions between Two Variables --
4. Multidimensional Plots --
5. Plot Ensembles and Statistical Models --
6. Geographical Data --
7. More Interactivity --
8. Missing Values --
9. Large Data --
10. On the Examples --
II. Examples --
A. How to Pass an Exam --
B. Washing --
What Makes the Difference --
C. The Influence of Smoking on Birth weight --
D. The Titanic Disaster Revisited --
E. Housing Rent Prices in Munich --
F. What Makes a Tour de France Winner --
G. How to Survive the Thirty Years' War --
H. Classification of Italian Olive Oils --
I. E-Voting in the 2004 Florida Election.
Series Title: Series in computer science and data analysis.
Responsibility: Martin Theus, Simon Urbanek.
More information:

Abstract:

Discusses exploratory data analysis (EDA) and how interactive graphical methods can help gain insights as well as generate new questions and hypotheses from datasets. This book summarizes principles  Read more...

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