Chen, Chun-houh
Handbook of Data Visualization
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
Nyckelord: Statistics, Statistics and Computing/Statistics Programs, Computational Biology/Bioinformatics, Statistical Theory and Methods, Computer Imaging, Vision, Pattern Recognition and Graphics
- Författare
- Chen, Chun-houh
- Härdle, Wolfgang
- Unwin, Antony
- Utgivare
- Springer
- Utgivningsår
- 2008
- Språk
- en
- Utgåva
- 1
- Serie
- Springer Handbooks Comp.Statistics
- Sidantal
- 949 sidor
- Kategori
- Naturvetenskaper
- Format
- E-bok
- eISBN (PDF)
- 9783540330370