Visualization of Categorical Data,9780122990458

Visualization of Categorical Data

by
Edition: 1st
ISBN13: 9780122990458
ISBN10: 0122990455
Format: Hardcover
Pub. Date: 1998-02-01
Publisher(s): ACADEMIC PRESS INC
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Summary

A unique and timely monograph, Visualization of Categorical Data contains a useful balance of theoretical and practical material on this important new area. Top researchers in the field present the books four main topics: visualization, correspondence analysis, biplots and multidimensional scaling, and contingency table models. This volume discusses how surveys, which are employed in many different research areas, generate categorical data. It will be of great interest to anyone involved in collecting or analyzing categorical data. * Correspondence Analysis * Homogeneity Analysis * Loglinear and Association Models * Latent Class Analysis * Multidimensional Scaling * Cluster Analysis * Ideal Point Discriminant Analysis * CHAID * Formal Concept Analysis * Graphical Models

Table of Contents

Preface xi
1 Here's Looking at Multivariables
1(12)
Jan de Leeuw
Part 1 Graphics for Visualization 13(94)
2 Conceptual Models for Visualizing Contingency Table Data
17(20)
Michael Friendly
3 Bertin's Graphics and Multidimensional Data Analysis
37(10)
Jean-Hugues Chauchat
Alban Risson
4 The Use of Visualization in the Examination of Categorical Event Histories
47(12)
Brian Francis
Mark Fuller
John Pritchard
5 Generalized Impurity Measures and Data Diagnostics in Decision Trees
59(12)
Tomas Aluja-Banet
Eduard Nafria
6 Obstetricians' Attitudes on Perinatal Risk: The Role of Quantitative and Conceptual Scaling Procedures
71(14)
Ulrich Frick
Jurgen Rehm
Karl Erich Wolff
Michael Laschat
7 Comparison of Visualizations in Formal Concept Analysis and Correspondence Analysis
85(14)
Karl Erich Wolff
Siegfried Gabler
8 The Z-Plot: A Graphical Procedure for Contingency Tables with an Ordered Response Variable
99(8)
Vartan Choulakian
Jacques Allard
Part 2 Correspondence Analysis 107(218)
9 Using Visualization Techniques to Explore Bulgarian Politics
113(10)
Ivailo Partchev
10 Visualization of Agenda Building Processes by Correspondence Analysis
123(10)
Bernd Martens
Jorg Kastl
11 Visualizations of Textual Data
133(16)
Ludovic Lebart
12 Visualization of Open Questions: French Study of Pupils' Attitudes to Mathematics
149(10)
Monica Becue Bertaut
13 The Cloud of Candidates. Exploring the Political Field
159(12)
Fernand Fehlen
14 Normative Integration of the Avant-garde? Traditionalism in the Art Worlds of Vienna, Hamburg, and Paris
171(14)
Christian Tarnai
Ulf Wuggenig
15 Graphing Is Believing: Interpretable Graphs for Dual Scaling
185(12)
Shizuhiko Nishisato
16 Interpreting Axes in Multiple Correspondence Analysis: Method of the Contributions of Points and Deviations
197(24)
Brigitte Le Roux
Henry Rouanet
17 Diagnostics for Joint Displays in Correspondence Analysis
221(18)
Michael Greenacre
18 Using Multiple Correspondence Analysis to Distinguish between Substantive and Nonsubstantive Responses
239(14)
Victor Thiessen
Jorg Blasius
19 The Case of the French Cantons: An Application of Three-Way Correspondence Analysis
253(24)
Andre Carlier
Pieter M. Kroonenberg
20 Visual Display of Interaction in Multiway Contingency Tables by Use of Homogeneity Analysis: the 2 X 2 X 2 X 2 Case
277(20)
Jacqueline J. Meulman
Willem J. Heiser
21 Graphical Displays in Nonsymmetrical Correspondence Analysis
297(14)
Simona Balbi
22 Ternary Classification Trees: A Factorial Approach
311(14)
Roberta Siciliano
Francesco Mola
Part 3 Multidimensional Scaling and Biplot 325(96)
23 Correspondence Analysis as a Multidimensional Scaling Technique for Nonfrequency Similarity Matrices
329(18)
A. Kimball Romney
Carmella C. Moore
Timothy J. Brazill
24 Regional Interpretations in Multidimensional Scaling
347(18)
Ingwer Borg
Patrick J. F. Groenen
25 Visualizing Categorical Data with Related Metric Scaling
365(12)
Carles M. Cuadras
Josep Fortiana
26 Contrasting the Electorates of Eight Political Parties: A Visual Presentation Using the Biplot
377(14)
Magda Vuylsteke-Wauters
Jaak Billiet
Hans de Witte
Frans Symons
27 Use of Biplots to Diagnose Independence Models in Three-Way Contingency Tables
391(14)
K. Ruben Gabriel
M. Purificacion Galindo
Jose Luis Vicente-Villardon
28 Prediction Regions for Categorical Variables
405(16)
John C. Gower
Simon A. Harding
Part 4 Visualization and Modeling 421(120)
29 Analysis of Contingency Tables Using Graphical Displays Based on the Mixture Index of Fit
425(16)
Clifford C. Clogg
Tamas Rudas
Stephen Matthews
30 Visualization in Ideal Point Discriminant Analysis
441(20)
Yoshio Takane
31 Modeling Time-Dependent Preferences: Drifts in Ideal Points
461(16)
Ulf Bockenholt
32 Correspondence Analysis Used Complementary to Latent Class Analysis in Comparative Social Research
477(12)
Allan L. McCutcheon
33 Graphical Display of Latent Budget Analysis and Latent Class Analysis, with Special Reference to Correspondence Analysis
489(20)
L. Andries van der Ark
Peter G.M. van der Heijden
34 Using New General Ordinal Logit Displays to Visualize the Effects in Categorical Outcome Data
509(18)
Jay Magidson
35 Log-Bilinear Biplots in Action
527(14)
Antoine de Falguerolles
References 541(34)
About the Authors 575(12)
Index 587

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