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Tables of Contents for Exploratory Data Analysis in Empirical Research
Chapter/Section Title
Page #
Page Count
Part 1: Classification, Data Analysis and Statistics
1
226
Sliced Inverse Regression for High-dimensional Time Series
3
9
C. Becker
R. Fried
Symbolic Clustering of Constrained Probabilistic Data
12
10
P. Brito
F.A.T. de Carvalho
On Memory Requirement with Normal Symbolic Form
22
9
M. Csernel
F.A.T. de Carvalho
On the Roles of Galois Connections in Classification
31
10
F. Domenach
B. Leclerc
Mining Sets of Time Series: Description of Time Points
41
9
A. Dugarjapov
G. Lausen
Spatial Smoothing with Robust Priors in Functional MRI
50
8
L. Fahrmeir
C. Gossl
A. Hennerfeind
Clustering in the Presence of Outliers
58
9
M. T. Gallegos
Two Models of Random Intersection Graphs for Classification
67
15
E. Godehardt
J. Jaworski
Classification Techniques based on Methods of Computational Intelligence
82
8
A. Grauel
I. Renners
E. Saavedra
Constrained Correspondence Analysis for Seriation in Archaeology Applied to Sagalassos Ceramic Tablewares
90
8
P.J.F. Groenen
J. Poblome
The Moment Preservation Method of Cluster Analysis
98
6
B. Harris
On The General Distance Measure
104
6
K. Jajuga
M. Walesiak
A. Bak
Tests for One-dimensional Nearest Neighbors Clusters
110
9
J. Krauth
Integration of Cluster Analysis and Visualization Techniques for Visual Data Analysis
119
14
M. Kreuseler
T. Nocke
H. Schumann
Bayesian Space-time Analysis of Health Insurance Data
133
8
S. Lang
P. Kragler
G. Haybach
L. Fahrmeir
On Clustering by Mixture Models
141
8
G.J. McLachlan
S.K. Ng
D. Peel
Using Additive Conjoint Measurement in Analysis of Social Network Data
149
8
A. Okada
Bayesian Latent Class Metric Conjoint Analysis - A Case Study from the Austrian Mineral Water Market
157
13
Th. Otter
R. Tuchler
S. Fruhwirth-Schnatter
Diagnostics in Multivariate Data Analysis: Sensitivity Analysis for Principal Components and Canonical Correlations
170
10
Y. Tanaka
F. Zhang
W. Yang
Classification of Natural Languages by Word Ordering Rule
180
8
S. Ueda
Y. Itoh
Combining Mental Fit and Data Fit for Classification Rule Selection
188
16
C. Weihs
U. M. Sondhauss
Bayesian Analysis of Econometric Models for Count Data: A Survey
204
12
R. Winkelmann
k-Means Clustering with Outlier Detection, Mixed Variables and Missing Values
216
11
D. Wishart
Part 2: Web Mining, Data Mining and Computer Science
227
92
Repeat-buying Theory and its Application for Recommender Services
229
11
W. Bohm
A. Geyer-Schulz
M. Hahsler
M. Jahn
Joker - Visualization of an Object Model for a Cost Accounting Educational Software
240
8
K. Friesen
H. Schmitz
Data Preparation in Large Real-world Data Mining Projects: Methods for Imputing Missing Values
248
9
Th. Liehr
Clustering of Document Collections to Support Interactive Text Exploration
257
9
A. Nurnberger
A. Klose
R. Kruse
G. Hartmann
M. Richards
Web Usage Mining - Languages and Algorithms
266
16
J. R. Punin
M. S. Krishnamoorthy
M. J. Zaki
Thesaurus Migration in Practice
282
9
U. Rist
Relational Clustering for the Analysis of Internet Newsgroups
291
9
T. A. Runkler
J. C. Bezdek
The Theory of On-line Learning - A Statistical Physics Approach
300
9
D. Saad
A Framework for Web Usage Mining on Anonymous Logfile Data
309
10
F. Sauberlich
K.-P. Huber
Part 3: Medicine, Biological Sciences and Health
319
92
Knee Replacement Surgery and Learning Effects - Data Evidence from a German Hospital
321
11
C. Ernst
G. Ernst
A. Szczesny
Self-organizing Maps and its Applications in Sleep Apnea Research and Molecular Genetics
332
14
G. Guimaraes
W. Urfer
Automated Classification of Optic Nerve Head Topography Images for Glaucoma Screening
346
11
T. Hothorn
I. Pal
O. Gefeller
B. Lausen
G. Michelson
D. Paulus
Comparing Split Criteria for Constructing Survival Trees
357
9
M. Radespiel-Troger
T. Rabenstein
L. Hopfner
H.T. Schneider
A Type of Bayesian Small Area Estimation for the Analysis of Cancer Mortality Data
366
9
U. Schach
DEA-Benchmarks for Austrian Physicians
375
10
M. Staat
Data Mining Tools for Quality Management in Health Care
385
7
J. Stausberg
Th. Albrecht
The Effects of Simultaneous Misclassification on the Attributable Risk
392
9
C. Vogel
O. Gefeller
Statistical Genetics - Present and Future
401
10
A. Ziegler
O. Hartmann
I. R. Konig
H. Schafer
Part 4: Marketing, Finance and Management Science
411
120
Market Simulation Using Bayesian Procedures in Conjoint Analysis
413
9
D. Baier
W. Polasek
Value Based Benchmarking and Market Partitioning
422
11
H. H. Bauer
M. Staat
M. Hammerschmidt
Optimization of Corporate Reorganization Portfolios based on a Genetic Algorithm
433
10
R. Bennert
M. Missler-Behr
Key Success Factors in City Marketing - Some Empirical Evidence
443
11
C. Bornemeyer
R. Decker
From Credit Scores to Stable Default Probabilities: A Model Based Approach
454
9
S. Hose
S. Huschens
Dimensions of Credit Risk
463
9
R. Kiesel
U. Stadtmuller
Cognitive Organization of Person Attributes: Measurement Procedures and Statistical Models
472
11
S. Krolak-Schwerdt
B. Ganter
Manufacturing Branches in Poland - A Classification Attempt
483
9
D. Kwiatkowska-Ciotucha
U. Zaluska
J. Dziechciarz
Market-Segments of Automotive Brands: Letting Multivariate Analyses Reveal Additional Insights
492
12
M. Loffler
Sequence Mining in Marketing
504
10
M. Meyer
Portfolio Management Using Multivariate Time Series Forecasts
514
8
M. Pojarliev
W. Polasek
Value-at-Risk for Financial Assets Determined by Moment Estimators of the Tail Index
522
9
N. Wagner
Keywords
531
3
Authors
534