Data Analysis and Classification: Proceedings of the 6th Conference of the Classification and Data Analysis Group of the Società Italiana di Statistica

Content: 
Front Matter....Pages i-xxii
Front Matter....Pages 1-1
Clustering of High-Dimensional and Correlated Data....Pages 3-11
Statistical Methods for Cryptography....Pages 13-21
Front Matter....Pages 24-24
An Algorithm for Earthquakes Clustering Based on Maximum Likelihood....Pages 25-32
A Two-Step Iterative Procedure for Clustering of Binary Sequences....Pages 33-40
Clustering Linear Models Using Wasserstein Distance....Pages 41-48
Comparing Approaches for Clustering Mixed Mode Data: An Application in Marketing Research....Pages 49-57
The Progressive Single Linkage Algorithm Based on Minkowski Ultrametrics....Pages 59-66
Visualization of Model-Based Clustering Structures....Pages 67-75
Front Matter....Pages 78-78
Models for Asymmetry in Proximity Data....Pages 79-84
Intimate Femicide in Italy: A Model to Classify How Killings Happened....Pages 85-91
Two-Dimensional Centrality of Asymmetric Social Network....Pages 93-100
The Forward Search for Classical Multidimensional Scaling When the Starting Data Matrix Is Known....Pages 101-109
Front Matter....Pages 112-112
Discriminant Analysis on Mixed Predictors....Pages 113-120
A Statistical Calibration Model for Affymetrix Probe Level Data....Pages 121-128
A Proposal to Fuzzify Categorical Variables in Operational Risk Management....Pages 129-135
Common Optimal Scaling for Customer Satisfaction Models: A Point to Cobb–Douglas’ Form....Pages 137-144
Structural Neural Networks for Modeling Customer Satisfaction....Pages 145-153
Dimensionality of Scores Obtained with a Paired-Comparison Tournament System of Questionnaire Items....Pages 155-162
Using Rasch Measurement to Assess the Role of the Traditional Family in Italy....Pages 163-169
Preserving the Clustering Structure by a Projection Pursuit Approach....Pages 171-178
Front Matter....Pages 112-112
Association Rule Mining of Multimedia Content....Pages 179-186
Front Matter....Pages 188-188
Automatic Dictionary- and Rule-Based Systems for Extracting Information from Text....Pages 189-198
Several Computational Studies About Variable Selection for Probabilistic Bayesian Classifiers....Pages 199-207
Semantic Classification and Co-occurrences: A Method for the Rules Production for the Information Extraction from Textual Data....Pages 209-216
The Effectiveness of University Education: A Structural Equation Model....Pages 217-224
Simultaneous Threshold Interaction Detection in Binary Classification....Pages 225-232
Detecting Subset of Classifiers for Multi-attribute Response Prediction....Pages 233-240
Clustering Textual Data by Latent Dirichlet Allocation: Applications and Extensions to Hierarchical Data....Pages 241-248
Multilevel Latent Class Models for Evaluation of Long-term Care Facilities....Pages 249-256
Author–Coauthor Social Networks and Emerging Scientific Subfields....Pages 257-268
Front Matter....Pages 270-270
A Hierarchical Model for Time Dependent Multivariate Longitudinal Data....Pages 271-279
Covariate Error Bias Effects in Dynamic Regression Model Estimation and Improvement in the Prediction by Covariate Local Clusters....Pages 281-288
Local Multilevel Modeling for Comparisons of Institutional Performance....Pages 289-296
Modelling Network Data: An Introduction to Exponential Random Graph Models....Pages 297-305
Front Matter....Pages 308-308
An Analysis of Earthquakes Clustering Based on a Second-Order Diagnostic Approach....Pages 309-317
Latent Regression in Rasch Framework....Pages 319-327
A Multilevel Latent Variable Model for Multidimensional Longitudinal Data....Pages 329-336
Turning Point Detection Using Markov Switching Models with Latent Information....Pages 337-344
Front Matter....Pages 346-346
Statistical and Numerical Algorithms for Time Series Classification....Pages 347-354
Mining Time Series Data: A Selective Survey....Pages 355-362
Front Matter....Pages 346-346
Predictive Dynamic Models for SMEs....Pages 363-368
Clustering Algorithms for Large Temporal Data Sets....Pages 369-377
Front Matter....Pages 380-380
Robust Clustering for Performance Evaluation....Pages 381-390
Outliers Detection Strategy for a Curve Clustering Algorithm....Pages 391-398
Robust Fuzzy Classification....Pages 399-406
Weighted Likelihood Inference for a Mixed Regressive Spatial Autoregressive Model....Pages 407-414
Detecting Price Outliers in European Trade Data with the Forward Search....Pages 415-423
Front Matter....Pages 426-426
Comparing Continuous Treatment Matching Methods in Policy Evaluation....Pages 427-434
Temporal Aggregation and Closure of VARMA Models: Some New Results....Pages 435-443
An Index for Ranking Financial Portfolios According to Internal Turnover....Pages 445-452
Bayesian Hidden Markov Models for Financial Data....Pages 453-461
Front Matter....Pages 464-464
Regression Imputation for Space-Time Datasets with Missing Values....Pages 465-472
A Multiple Imputation Approach in a Survey on University Teaching Evaluation....Pages 473-482
Back Matter....Pages 1-1