Chen, Chun-houh

Handbook of Data Visualization

Chen, Chun-houh - Handbook of Data Visualization, ebook


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ISBN: 9783540330370
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Table of contents

I. Data Visualization

1. Introduction
Antony Unwin, Chun-houh Chen, Wolfgang Härdle

II. Principles

2. A Brief History of Data Visualization
Michael Friendly

3. Good Graphics?
Antony Unwin

4. Static Graphics
Paul Murrell

5. Data Visualization Through Their Graph Representations
George Michailidis

6. Graph-theoretic Graphics
Lelend Wilkinson

7. High-dimensional Data Visualization
Martin Theus

8. Multivariate Data Glyphs: Principles and Practice
Matthew O. Ward

9. Linked Views for Visual Exploration
Adalbert Wilhelm

10. Linked Data Views
Graham Wills

11. Visualizing Trees and Forests
Simon Urbanek

III. Methodologies

12. Interactive Linked Micromap Plots for the Display of Geographically Referenced Statistical Data
Jürgen Symanzik, Daniel B. Carr

13. Grand Tours, Projection Pursuit Guided Tours, and Manual Controls
Dianne Cook, Andreas Buja, Eun-Kyung Lee, Hadley Wickham

14. Multidimensional Scaling
Michael A. A. Cox, Trevor F. Cox

15. Huge Multidimensional Data Visualization: Back to the Virtue of Principal Coordinates and Dendrograms in the New Computer Age
Francesco Palumbo, Domenico Vistocco, Alain Morineau

16. Multivariate Visualization by Density Estimation
Michael C. Minnotte, Stephan R. Sain, DavidW. Scott

17. Structured Sets of Graphs
Richard M. Heiberger, Burt Holland

18. Regression by Parts: Fitting Visually Interpretable Models with GUIDE
Wei-Yin Loh

19. Structural Adaptive Smoothing by Propagation–Separation Methods
Jörg Polzehl, Vladimir Spokoiny

20. Smoothing Techniques for Visualisation
Adrian W. Bowman

21. Data Visualization via Kernel Machines
Yuan-chin Ivan Chang, Yuh-Jye Lee, Hsing-Kuo Pao, Mei-Hsien Lee, Su-Yun Huang

22. Visualizing Cluster Analysis and Finite Mixture Models
Friedrich Leisch

23. Visualizing Contingency Tables
David Meyer, Achim Zeileis, Kurt Hornik

24. Mosaic Plots and Their Variants
Heike Hofmann

25. Parallel Coordinates: Visualization, Exploration and Classification of High-Dimensional Data
Alfred Inselberg

26. Matrix Visualization
Han-Ming Wu, ShengLi Tzeng, Chun-houh Chen

27. Visualization in Bayesian Data Analysis
Jouni Kerman, Andrew Gelman, Tian Zheng, Yuejing Ding

28. Programming Statistical Data Visualization in the Java Language
Junji Nakano, Yoshikazu Yamamoto, Keisuke Honda

29. Web-Based Statistical Graphics using XML Technologies
Yoshiro Yamamoto, Masaya Iizuka, Tomokazu Fujino

IV. Selected Applications

30. Visualization for Genetic Network Reconstruction
Grace Shwu-Rong Shieh, Chin-Yuan Guo

31. Reconstruction, Visualization and Analysis of Medical Images
Henry Horng-Shing Lu

32. Exploratory Graphics of a Financial Dataset
Antony Unwin, Martin Theus, Wolfgang Härdle

33. Graphical Data Representation in Bankruptcy Analysis
Wolfgang Härdle, Rouslan A. Moro, Dorothea Schäfer

34. Visualizing Functional Data with an Application to eBay’s Online Auctions
Wolfgang Jank, Galit Shmueli, Catherine Plaisant, Ben Shneiderman

35. Visualization Tools for Insurance Risk Processes
Krzysztof Burnecki, Rafa? Weron

Keywords: Statistics, Statistics and Computing/Statistics Programs, Computational Biology/Bioinformatics, Statistical Theory and Methods, Computer Imaging, Vision, Pattern Recognition and Graphics

Publication year
Springer Handbooks Comp.Statistics
Page amount
949 pages
Natural Sciences

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