Advances in Statistical Models for Data Analysis

Table of Contents

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   Book Overview
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   Chapter 1 Using the dglars Package to Estimate a Sparse Generalized Linear Model
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   Chapter 2 A Depth Function for Geostatistical Functional Data
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   Chapter 3 Robust Clustering of EU Banking Data
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   Chapter 4 Sovereign Risk and Contagion Effects in the Eurozone: A Bayesian Stochastic Correlation Model
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   Chapter 5 Female Labour Force Participation and Selection Effect: Southern vs Eastern European Countries
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   Chapter 6 Asymptotics in Survey Sampling for High Entropy Sampling Designs
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   Chapter 7 A Note on the Use of Recursive Partitioning in Causal Inference
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   Chapter 8 Meta-Analysis of Poll Accuracy Measures: A Multilevel Approach
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    Chapter 9 Families of Parsimonious Finite Mixtures of Regression Models
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    Chapter 10 Quantile Regression for Clustering and Modeling Data
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    Chapter 11 Nonmetric MDS Consensus Community Detection
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    Chapter 12 The Performance of the Gradient-Like Influence Measure in Generalized Linear Mixed Models
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    Chapter 13 New Flexible Probability Distributions for Ranking Data
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    Chapter 14 Robust Estimation of Regime Switching Models
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    Chapter 15 Incremental Visualization of Categorical Data
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    Chapter 16 A New Proposal for Tree Model Selection and Visualization
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    Chapter 17 Object-Oriented Bayesian Network to Deal with Measurement Error in Household Surveys
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    Chapter 18 Comparing Fuzzy and Multidimensional Methods to Evaluate Well-Being in European Regions
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    Chapter 19 Cluster Analysis of Three-Way Atmospheric Data
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    Chapter 20 Asymmetric CLUster Analysis Based on SKEW-Symmetry: ACLUSKEW
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    Chapter 21 Parsimonious Generalized Linear Gaussian Cluster-Weighted Models
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    Chapter 22 New Perspectives for the MDC Index in Social Research Fields
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    Chapter 23 Clustering Methods for Ordinal Data: A Comparison Between Standard and New Approaches
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    Chapter 24 Novelty Detection with One-Class Support Vector Machines
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    Chapter 25 Using Discrete-Time Multistate Models to Analyze Students’ University Pathways