دانلود کتاب Advances in Statistical Models for Data Analysis

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Front Matter....Pages i-viii
Using the dglars Package to Estimate a Sparse Generalized Linear Model....Pages 1-8
A Depth Function for Geostatistical Functional Data....Pages 9-16
Robust Clustering of EU Banking Data....Pages 17-25
Sovereign Risk and Contagion Effects in the Eurozone: A Bayesian Stochastic Correlation Model....Pages 27-34
Female Labour Force Participation and Selection Effect: Southern vs Eastern European Countries....Pages 35-43
Asymptotics in Survey Sampling for High Entropy Sampling Designs....Pages 45-53
A Note on the Use of Recursive Partitioning in Causal Inference....Pages 55-62
Meta-Analysis of Poll Accuracy Measures: A Multilevel Approach....Pages 63-71
Families of Parsimonious Finite Mixtures of Regression Models....Pages 73-84
Quantile Regression for Clustering and Modeling Data....Pages 85-95
Nonmetric MDS Consensus Community Detection....Pages 97-105
The Performance of the Gradient-Like Influence Measure in Generalized Linear Mixed Models....Pages 107-116
New Flexible Probability Distributions for Ranking Data....Pages 117-124
Robust Estimation of Regime Switching Models....Pages 125-135
Incremental Visualization of Categorical Data....Pages 137-148
A New Proposal for Tree Model Selection and Visualization....Pages 149-156
Object-Oriented Bayesian Network to Deal with Measurement Error in Household Surveys....Pages 157-164
Comparing Fuzzy and Multidimensional Methods to Evaluate Well-Being in European Regions....Pages 165-176
Cluster Analysis of Three-Way Atmospheric Data....Pages 177-189
Asymmetric CLUster Analysis Based on SKEW-Symmetry: ACLUSKEW....Pages 191-199
Parsimonious Generalized Linear Gaussian Cluster-Weighted Models....Pages 201-209
New Perspectives for the MDC Index in Social Research Fields....Pages 211-219
Clustering Methods for Ordinal Data: A Comparison Between Standard and New Approaches....Pages 221-229
Novelty Detection with One-Class Support Vector Machines....Pages 231-257
Using Discrete-Time Multistate Models to Analyze Students’ University Pathways....Pages 259-268