Advances in Classification and Data Analysis

Front Matter....Pages I-X
Front Matter....Pages 1-1
Galois Lattices of Modal Symbolic Objects....Pages 3-10
Exploratory Methods for Detecting High Density Regions in Cluster Analysis....Pages 11-18
A k -means Consensus Classification....Pages 19-26
MIXISO: a Non-Hierarchical Clustering Method for Mixed-Mode Data....Pages 27-34
“Stable Clusters”: a new Approach for Clustering Binary Variables....Pages 35-42
Double k -means Clustering for Simultaneous Classification of Objects and Variables....Pages 43-52
Categorical FDA Under Prospective Sampling Scheme: a Proposal for Variable Selection....Pages 53-60
The Effect of Telephone Survey Design on Discriminant Analysis....Pages 61-68
A Dissimilarity Measure between Probabilistic Symbolic Objects....Pages 69-76
Recent Experimentation on Euclidean Approximations of Biased Euclidean Distances....Pages 77-84
Comparing Capital Structure through Similarity Analysis: Evidence about two Industrial Districts....Pages 85-92
The Geometric Approach to the Comparison of Multivariate Time Trajectories....Pages 93-100
Ultramine Spaces in Classification....Pages 101-108
Genetic Algorithms and Clustering: an Application to Fisher’s Iris Data....Pages 109-118
Using Radial Basis Function Networks for Classification Problems....Pages 119-126
Unconditional Latent Budget Analysis: a Neural Network Approach....Pages 127-134
Front Matter....Pages 135-135
Generalized Constrained Principal Component Analysis....Pages 137-144
Interaction Terms in Homogeneity Analysis: Higher Order Non-Linear Multiple Correspondence Analysis....Pages 145-152
Perturbation Models for Principal Component Analysis of Rainwater Pollution Data....Pages 153-160
Core Matrix Rotation to Natural Zeros in Three-Mode Factor Analysis....Pages 161-168
Front Matter....Pages 135-135
A Factorial Technique for Analysing Textual Data with External Information....Pages 169-176
Subjects on Using Open and Closed-Ended Questions....Pages 177-184
Alternative Error Term Specifications in the Log-Tobit Model1....Pages 185-192
A Customer Satisfaction Approach for User-oriented Comparative Evalutations of Services....Pages 193-200
Mixture Models for Maximum Likelihood Estimation from Incomplete Values....Pages 201-208
Robust Inference in the Logistic Regression Model....Pages 209-216
A Plot for Submodel Selection in Generalized Linear Models....Pages 217-224
On the Use of Multivariate Regression Models in the Context of Multilevel Analysis....Pages 225-232
Nonparametric Estimation Methods for Sparse Contingency Tables....Pages 233-240
Reduction of Prediction Error by Bagging Projection Pursuit Regression....Pages 241-248
Selecting Regression Tree Models: a Statistical Testing Procedure 1 ....Pages 249-256
Linear Fuzzy Regression Analysis with Asymmetric Spreads....Pages 257-264
Front Matter....Pages 265-265
Forecasting Non-Linear Time Series: Empirical Evidences on Financial Data (10) ....Pages 267-274
Dynamics and Comovements of Regional Exports in Italy 1 ....Pages 275-282
Large-sample Properties of Neural Estimators in a Regression Model with ϕ-mixing Errors 1 ....Pages 283-290
Subseries Length in MBB Procedure for α-mixing Processes (1) ....Pages 291-298
Modelling a Change of Classification by a Structural Time Series Approach....Pages 299-306
Spatial Discriminant Analysis Using Covariates Information....Pages 307-314
Some Aspects of Multivariate Geostatistics....Pages 315-324
Exploring Multivariate Spatial Data: an Application to Election Data....Pages 325-332
Front Matter....Pages 265-265
Measures of Distances for Spatial Data: an Application to the Banking Deposits in the Italian Provinces....Pages 333-340
Front Matter....Pages 341-341
Statistical Analysis of Papal Encyclicals....Pages 343-350
Life Courses as Sequences: an Experiment in Clustering via Monothetic Divisive Algorithms....Pages 351-358
Significance of the Classification for the Italian Service Sector Activities....Pages 359-366
A Neural Net Model to Predict High Tides in Venice....Pages 367-373
Back Matter....Pages 375-378