Classification and Data Analysis

Chapter 1 Comparison of Proposals of Transformation of Nominants into Stimulants on the Example of Financial Ratios of Companies Listed on the Warsaw Stock Exchange

Chapter 2 Silhouette Index as Clustering Evaluation Tool

Chapter 3 The Role of Discretization of Continuous Variables in Socioeconomic Classification Models on the Example of Logistic Regression Models and Artificial Neural Networks

Chapter 4 Intuitionistic Fuzzy Synthetic Measure for Ordinal Data

Chapter 5 Improving Classification Accuracy of Ensemble Learning for Symbolic Data Trough Neural Networks’ Feature Extraction

Chapter 6 Inequality Restricted Least Squares (IRLS) Model of Real Estate Prices

Chapter 7 Application of Hill Estimator to Assess Extreme Risks in the Metals Market

Chapter 8 Segmentation of Enterprises on the Basis of Their Duration Using Survival Trees—Results of an Analysis for Legal Persons and Organizational Entities Without Legal Personality in the Łódzkie Voivodship

Chapter 9 Corporate Bankruptcy Prediction with the Use of the Logit Leaf Model

Chapter 10 The Impact of Longevity on a Valuation of Long-Term Investments Returns: The Case of Selected European Countries

Chapter 11 Sustainable Development and Green Economy in the European Union Countries—Statistical Analysis

Chapter 12 The Review of Indicators of Data Quality in Intra-Community Trade in Goods. The Choice of an Indicator and Its Effect on the Ranking of Countries

Chapter 13 Development of ICT in Poland in Comparison with the European Union Countries—Multivariate Statistical Analysis

Chapter 14 Sensitivity Analysis in Causal Mediation Effects for TAM Model

Chapter 15 Prentice–Williams–Peterson Models in the Assessment of the Influence of the Characteristics of the Unemployed on the Intensity of Subsequent Registrations in the Labour Office

Chapter 16 Right-Skewed Distribution of Features and the Identification Problem of the Financial Autonomy of Local Administrative Units

Chapter 17 Multi-criteria Rankings with Interdependent Criteria: Case of EU Countries on Their Way to Healthy Lives and Well-Being

Chapter 18 The Comparison of Income Distributions for Women and Men in the European Union Countries

Chapter 19 Common Stochastic Mortality Trends for Multiple European Populations

Chapter 20 Impact of the Selected Factors on the Men and Women Wages in Poland in 2014. The Conjoint Analysis Application