Modern classification and data analysis : methodology and applications to micro- and macroeconomic problems / Krzysztof Jajuga, Grażyna Dehnel, Marek Walesiak, editors.
Polskie Towarzystwo Statystyczne. Sekcja Klasyfikacji i Analizy Danych. Conference (30th : 2021 : Online); Jajuga, Krzysztof, editor.; Dehnel, Grażyna, editor.; Walesiak, Marek, editor.
2022
HB172
Available Online

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Title Modern classification and data analysis : methodology and applications to micro- and macroeconomic problems / Krzysztof Jajuga, Grażyna Dehnel, Marek Walesiak, editors.
Corporate Author Polskie Towarzystwo Statystyczne. Sekcja Klasyfikacji i Analizy Danych. Conference (30th : 2021 : Online)
ISBN 9783031101908 (electronic bk.)
3031101901 (electronic bk.)
9783031101892
3031101898
DOI https://doi.org/10.1007/978-3-031-10190-8
Published Cham : Springer, 2022.
Language English
Description 1 online resource : illustrations (black and white, and color).
Item Number 10.1007/978-3-031-10190-8 doi
Call Number HB172
Dewey Decimal Classification 330.015195
Summary This volume presents a selection of peer-reviewed papers that address the latest developments in the methodology and applications of data analysis and classification tools to micro- and macroeconomic problems. The contributions were originally presented at the 30th Conference of the Section on Classification and Data Analysis of the Polish Statistical Association, SKAD 2021, held online in Poznan, Poland, September 810, 2021. Providing a balance between methodological and empirical studies, and covering a wide range of topics, the book is divided into five parts focusing on methods and applications in finance, economics, social issues and to COVID-19 data. The book is aimed at a wide audience, including researchers at universities and research institutions, PhD students, as well as practitioners, data scientists and employees in public statistical institutions.
Note Conference proceedings.
Bibliography, etc. Note References -- Determinants of the Real Estate Prices in Poland -- 1 Introduction -- 2 Review of Relevant Literature -- 3 Data -- 4 Analytical Considerations and Statistical Model -- 5 Results -- 6 Conclusions -- References -- Similarity of Open-Ended Mutual Funds During a Pandemic. Research for Equity and Bond Funds -- 1 Introduction -- 2 Literature Review -- 3 Research Methodology -- 4 Characteristics of the Selected Funds -- 5 Evaluation of Fund Performance and Similarity -- 6 Conclusions -- References -- Applications in Economics
Access Note Access limited to authorized users.
Source of Description Description based on print version record.
Added Author Jajuga, Krzysztof, editor.
Dehnel, Grażyna, editor.
Walesiak, Marek, editor.
Series Studies in classification, data analysis, and knowledge organization.
Available in Other Form Modern classification and data analysis.
Linked Resources Online Access
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Methods
Abstract Fuzzy Cognitive Maps as a Toll for Structuring New Research Problems
Identification of key concerns and sentiments towards data quality and data strategy challenges using Sentiment Analysis and Topic Modeling
Survival Trees and Direct Adjusted Survival Curves - Prediction of Survival Probabilities
A Measure of Cluster Stability in Dynamic Cluster Analysis
Outlier Identification for Symbolic Data with the Application of the DBSCAN Algorithm
An optimised selection of statistical disclosure control methods a case study involving microdata from the Polish survey of accidents at work
Applications in Finance
Comparison of Influence of Various Proposals of Transforming Nominants Into Stimulants on Linear Ordering and Grouping of Listed Companies
Attributes affecting the exposure time of a residential property
Determinants of the real estate prices in Poland
Similarity of open-ended mutual funds during a pandemic. Research for equity and bond funds
Applications in Economics
Application of random forests in the study of differences in perception of the neighbourhood of national parks in the Euroregion Pomerania
Successes and failures of scientific journals and their determinants
Spatial effects in regional inequality analysis of own income potential among Polish communes
Evaluation of quality of neural network models and discriminant analysis in ROPO forecasting
The Application of Survival Analysis Methods in the Examination of Foreign Divestment in Poland
Longevity risk versus longevity dividend
Applications in Social Issues
Application of the Intuitionistic Fuzzy Synthetic Measure in the subjective quality of life measurement based on survey data
Measuring Subjective Poverty: Methodological and Application Aspects
Graphic characters as Twitter age group identifiers
Cluster Ensemble Stability in Clustering of EU Members in Terms of Sustainable Development Goals
Perception of climate change differences between the Y and BB generations
Applications with COVID-19 Data
Cash and non-cash payments for in-store purchases during the COVID-19 pandemic - similarities and differences between Generation X and Generation Y consumers. Case of Poland
Regional labour markets as a result of the impact of the COVID-19 pandemic a Polish-German borderland case study
The Labour Market Consequences of the COVID-19 Pandemic in the European Union Countries: Selected Issues
Analysis of the excessive number of deaths related to the COVID-19 pandemic in European countries.

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