Advances in Classification and Data Analysis

Front Cover
Simone Borra, Roberto Rocci, Maurizio Vichi, Martin Schader
Springer Science & Business Media, Dec 6, 2012 - Business & Economics - 378 pages
This volume contains a selection of papers presented at the biannual meeting of the Classification and Data Analysis Group of Societa Italiana di Statistica, which was held in Rome, July 5-6, 1999. From the originally submitted papers, a careful review process led to the selection of 45 papers presented in four parts as follows: CLASSIFICATION AND MULTIDIMENSIONAL SCALING Cluster analysis Discriminant analysis Proximity structures analysis and Multidimensional Scaling Genetic algorithms and neural networks MUL TIV ARIA TE DATA ANALYSIS Factorial methods Textual data analysis Regression Models for Data Analysis Nonparametric methods SPATIAL AND TIME SERIES DATA ANALYSIS Time series analysis Spatial data analysis CASE STUDIES INTERNATIONAL FEDERATION OF CLASSIFICATION SOCIETIES The International Federation of Classification Societies (IFCS) is an agency for the dissemination of technical and scientific information concerning classification and data analysis in the broad sense and in as wide a range of applications as possible; founded in 1985 in Cambridge (UK) from the following Scientific Societies and Groups: British Classification Society -BCS; Classification Society of North America - CSNA; Gesellschaft fUr Klassifikation - GfKI; Japanese Classification Society -JCS; Classification Group of Italian Statistical Society - CGSIS; Societe Francophone de Classification -SFC. Now the IFCS includes also the following Societies: Dutch-Belgian Classification Society - VOC; Polish Classification Society -SKAD; Associayao Portuguesa de Classificayao e Analise de Dados -CLAD; Korean Classification Society -KCS; Group-at-Large.
 

What people are saying - Write a review

We haven't found any reviews in the usual places.

Contents

PART
2
Cluster Analysis
11
A kmeans Consensus Classification
19
A NonHierarchical Clustering Method for MixedMode Data
27
and Variables
43
Discriminant Analysis
53
The Effect of Telephone Survey Design on Discriminant Analysis
61
Proximity Structures Analysis and Multidimensional Scaling
69
Textual Data Analysis
169
Regression Models for Data Analysis
185
Nonparametric Methods
233
Regression
241
Linear Fuzzy Regression Analysis with Asymmetric Spreads
257
PART III
265
Approach
299
Spatial Data Analysis
307

Euclidean Distances
77
Time Trajectories
93
Using Radial Basis Function Networks for Classification Problems 19
119
a Neural Network Approach
127
PART II
135
NonLinear Multiple Correspondence Analysis
145
Rainwater Pollution Data
153
Core Matrix Rotation to Natural Zeros in ThreeMode Factor Analysis
161
Some Aspects of Multivariate Geostatistics
315
Banking Deposits in the Italian Provinces
333
Statistical Analysis of Papal Encyclicals 343
342
an Experiment in Clustering via Monothetic
351
Significance of the Classification for the Italian Service Sector
359
A Neural Net Model to Predict High Tides in Venice
367
AUTHOR INDEX
375
Copyright

Other editions - View all

Common terms and phrases