finelybook
Statistical Learning of Complex Data (Studies in Classification,Data Analysis,and Knowledge Organization)
ISBN-10 书号: 3030211398
ISBN-13 书号: 9783030211394
Edition 版本: 1st ed. 2019
Publisher Finelybook 出版日期: 2019-09-07
pages 页数: 201 pages
Book Description
Part 1. Clustering and Classification
Cluster Weighted Beta Regression: A Simulation Study
Detecting Wine Adulterations Employing Robust Mixture of Factor Analyzers
Simultaneous Supervised and Unsupervised Classification Modeling for Assessing Cluster Analysis and Improving Results Interpretability
A Parametric Version of Probabilistic Distance Clustering
An Overview on the URV Model-Based Approach to Cluster Mixed-Type Data
Part ll. Exploratory Data Analysis
Preference Analysis of Architectural Facades by Multidimensional Scaling and Unfolding
Community Structure in Co-authorship Networks: The Case of Italian Statisticians
Analyzing Consumers' Behavior in Brand Switching
Evaluating the Quality of Data Imputation in Cardiovascular Risk Studies Through the Dissimilarity Profile Analysis
Part ll. Statistical Modeling
Measuring Economic Vulnerability.A Structural Equation Modeling Approach
Bayesian Inference for a Mixture Model on the Simplex
Stochastic Models for the Size Distribution of ltalian Firms: A Proposal
Modeling Return to Education in Heterogeneous Populations: An Application to ltaly
Changes in Couples' Bread-Winning Patterns and Wife's Economic Role in Japan from 1985 to 2015
Weighted Optimization with Thresholding for Complete-Case Analysis
Part V. Graphical Models
Measurement Error Correction by Nonparametric Bayesian Networks: Application and Evaluation
Copula Grow-Shrink Algorithm for Structural Learning
Context-Specifc Independencies Embedded in Chain Graph Models of Typel
Part V. Big Data Analysis
Big Data and Network Analysis: A Combined Approach to Model Online News
Experimental Design lssues in Big Data: The Question of Bias
