Handbook of Data Visualization

• Κύριοι συγγραφείς: Chen, Chun-houh (Συγγραφέας), Härdle, Wolfgang (Συγγραφέας), Unwin, Antony (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2008.
• Σειρά: Springer Handbooks Comp.Statistics
• Θέματα: Computer science.; Computer graphics.; Application software.; Bioinformatics.; Statistics.; Computer Science.; Computer Applications.; Statistics and Computing/Statistics Programs.; Computational Biology/Bioinformatics.; Statistical Theory and Methods.; Computer Imaging, Vision, Pattern Recognition and Graphics.

Antony Unwin, Chun-houh Chen, Wolfgang K. Härdle 1. 1 Computational Statistics and Data Visualization . . . . . . . . . . . . . . . . . . . . . . . . . . . 4 Data Visualization and Theory . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . ....

Πίνακας περιεχομένων:

• Data Visualization
• Principles
• A Brief History of Data Visualization
• Good Graphics?
• Static Graphics
• Data Visualization Through Their Graph Representations
• Graph-theoretic Graphics
• High-dimensional Data Visualization
• Multivariate Data Glyphs: Principles and Practice
• Linked Views for Visual Exploration
• Linked Data Views
• Visualizing Trees and Forests
• Methodologies
• Interactive Linked Micromap Plots for the Display of Geographically Referenced Statistical Data
• Grand Tours, Projection Pursuit Guided Tours, and Manual Controls
• Multidimensional Scaling
• Huge Multidimensional Data Visualization: Back to the Virtue of Principal Coordinates and Dendrograms in the New Computer Age
• Multivariate Visualization by Density Estimation
• Structured Sets of Graphs
• Regression by Parts: Fitting Visually Interpretable Models with GUIDE
• Structural Adaptive Smoothing by Propagation–Separation Methods
• Smoothing Techniques for Visualisation
• Data Visualization via Kernel Machines
• Visualizing Cluster Analysis and Finite Mixture Models
• Visualizing Contingency Tables
• Mosaic Plots and Their Variants
• Parallel Coordinates: Visualization, Exploration and Classification of High-Dimensional Data
• Matrix Visualization
• Visualization in Bayesian Data Analysis
• Programming Statistical Data Visualization in the Java Language
• Web-Based Statistical Graphics using XML Technologies
• Selected Applications
• Visualization for Genetic Network Reconstruction
• Reconstruction, Visualization and Analysis of Medical Images
• Exploratory Graphics of a Financial Dataset
• Graphical Data Representation in Bankruptcy Analysis
• Visualizing Functional Data with an Application to eBay’s Online Auctions
• Visualization Tools for Insurance Risk Processes.