Classification and data analysis : theory and applications /: theory and applications. (2020)

• Record Type: Book
• Further Information: Note: Krzysztof Jajuga, Jacek Batóg, Marek Walesiak, editors.
• Other Names: Jajuga, Krzysztof; Batóg, Jacek; Walesiak, Marek; Polskie Towarzystwo Statystyczne., Sekcja Klasyfikacji i Analizy Danych., Conference, (28th) 2019 (Szczecin, Poland)
• Contents: Preface -- Methods -- Comparison of proposals of transformation of nominants into stimulants on the example of financial ratios of companies listed on the Warsaw Stock Exchange -- Silhouette index as clustering evaluation tool -- The Role of Discretization of Continuous Variables in SocioEconomic Classification Models on the Example of Logistic Regression Models and Artificial Neural Networks -- Intuitionistic fuzzy synthetic measure for ordinal data -- Improving Classification Accuracy of Ensemble Learning for Symbolic Data Trough Neural Networks Feature Extraction -- Applications in Finance -- Inequality restricted least squares (IRLS) model of real estate prices -- Application of Hill estimator to assess extreme risks in the metals market -- 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 -- Corporate Bankruptcy Prediction with the Use of the Logit Leaf Model -- The impact of longevity on a valuation of long-term investments returns: the case of selected European countries -- Applications in Economics.-Sustainable Development and Green Economy in the European Union Countries -- statistical analysis -- 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 -- Development of ICT in Poland in Comparison with the European Union Countries -- Multivariate Statistical Analysis -- Sensitivity Analysis in Causal Mediation Effects for TAM Model -- Applications in Social Problems -- 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 -- Right-skewed distribution of features and the identification problem of the financial autonomy of local administrative units -- Multi-Criteria Rankings with Interdependent Criteria: Case of EU Countries on Their Way to Healthy Lives and Well-Being -- The comparison of income distributions for women and men in the European Union countries -- Common stochastic mortality trends for multiple European populations -- Impact of the selected factors on the men and women wages in Poland in 2014. The conjoint analysis application.
• Publisher Details: Cham : Springer
• Publication Date: 2020
• Extent: 1 online resource (334 p.)
• Subjects: 330.015195; Mathematical statistics -- Congresses; Statistics; Data mining; Economics; Data mining; Social research & statistics; Probability & statistics; Economic theory & philosophy; Mathematical & statistical software; Computers -- Database Management -- Data Mining; Social Science -- Statistics; Mathematics -- Probability & Statistics -- General; Business & Economics -- Economics -- Theory; Computers -- Mathematical & Statistical Software; Business & Economics -- Statistics; Data mining; Economics; Mathematical statistics; Statistics; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9783030523480; 3030523489
• Related ISBNs: 3030523470; 9783030523473
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.