| Key-note | |
| Clustering of High-Dimensional and Correlated Data | p. 3 |
| Statistical Methods for Cryptography | p. 13 |
| Cluster Analysis | |
| An Algorithm for Earthquakes Clustering Based on Maximum Likelihood | |
| A Two-Step Iterative Procedure for Clustering of Binary Sequences | p. 33 |
| Clustering Linear Models Using Wasserstein Distance | |
| Comparing Approaches for Clustering Mixed Mode Data: An Application in Marketing Research | p. 49 |
| The Progressive Single Linkage Algorithm Based on Minkowski Ultrametrics | p. 59 |
| Visualization of Model-Based Clustering Structures | p. 67 |
| Multidimensional Scaling | |
| Models for Asymmetry in Proximity Data | p. 79 |
| Intimate Femicide in Italy: A Model to Classify How Killings Happened | p. 85 |
| Two-Dimensional Centrality of Asymmetric Social Network | p. 93 |
| The Forward Search for Classical Multidimensional Scaling When the Starting Data Matrix Is Known | p. 101 |
| Multivariate Analysis and Application | |
| Discriminant Analysis on Mixed Predictors | p. 113 |
| A Statistical Calibration Model for Affymetrix Probe Level Data | p. 121 |
| A Proposal to Fuzzify Categorical Variables in Operational Risk Management | p. 129 |
| Common Optimal Scaling for Customer Satisfaction Models: A Point to Cobb-Douglas' Form | p. 137 |
| Structural Neural Networks for Modeling Customer Satisfaction | p. 145 |
| Dimensionality of Scores Obtained with a Paired-Comparison Tournament System of Questionnaire Items | p. 155 |
| Using Rasch Measurement to Assess the Role of the Traditional Family in Italy | p. 163 |
| Preserving the Clustering Structure by a Projection Pursuit Approach | p. 171 |
| Association Rule Mining of Multimedia Content | p. 179 |
| Classification and Classification Tree | |
| Automatic Dictionary- and Rule-Based Systems for Extracting Information from Text | p. 189 |
| Several Computational Studies About Variable Selection for Probabilistic Bayesian Classifiers | p. 199 |
| Semantic Classification and Co-occurrences: A Method for the Rules Production for the Information Extraction from Textual Data | p. 209 |
| The Effectiveness of University Education: A Structural Equation Model | p. 217 |
| Simultaneous Threshold Interaction Detection in Binary Classification | p. 225 |
| Detecting Subset of Classifiers for Multi-attribute Response Prediction | p. 233 |
| Clustering Textual Data by Latent Dirichlet Allocation: Applications and Extensions to Hierarchical Data | p. 241 |
| Multilevel Latent Class Models for Evaluation of Long-term Care Facilities | p. 249 |
| Author-Coauthor Social Networks and Emerging Scientific Subfields | p. 257 |
| Statistical Models | |
| A Hierarchical Model for Time Dependent Multivariate Longitudinal Data | p. 271 |
| Covariate Error Bias Effects in Dynamic Regression Model Estimation and Improvement in the Prediction by Covariate Local Clusters | p. 281 |
| Local Multilevel Modeling for Comparisons of Institutional Performance | p. 289 |
| Modelling Network Data: An Introduction to Exponential Random Graph Models | p. 297 |
| Latent Variables | |
| An Analysis of Earthquakes Clustering Based on a Second-Order Diagnostic Approach | p. 309 |
| Latent Regression in Rasch Framework | p. 319 |
| A Multilevel Latent Variable Model for Multidimensional Longitudinal Data | p. 329 |
| Turning Point Detection Using Markov Switching Models with Latent Information | p. 337 |
| Knowledge Extraction from Temporal Data | |
| Statistical and Numerical Algorithms for Time Series Classification | p. 347 |
| Mining Time Series Data: A Selective Survey | p. 355 |
| Predictive Dynamic Models for SMEs | p. 363 |
| Clustering Algorithms for Large Temporal Data Sets | p. 369 |
| Outlier Detection and Robust Methods | |
| Robust Clustering for Performance Evaluation | p. 381 |
| Outliers Detection Strategy for a Curve Clustering Algorithm | p. 391 |
| Robust Fuzzy Classification | p. 399 |
| Weighted Likelihood Inference for a Mixed Regressive Spatial Autoregressive Model | p. 407 |
| Detecting Price Outliers in European Trade Data with the Forward Search | p. 415 |
| Statistical Methods for Financial and Economics Data | |
| Comparing Continuous Treatment Matching Methods in Policy Evaluation | p. 427 |
| Temporal Aggregation and Closure of VARMA Models: Some New Results | p. 435 |
| An Index for Ranking Financial Portfolios According to Internal Turnover | p. 445 |
| Bayesian Hidden Markov Models for Financial Data | p. 453 |
| Missing Values | |
| Regression Imputation for Space-Time Datasets with Missing Values | p. 465 |
| A Multiple Imputation Approach in a Survey on University Teaching Evaluation | p. 473 |
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