LEADER 01408nam0 2200349 450 001 000027051 005 20091211104823.0 010 $a978-3-598-24284-7 100 $a20091211d2008----km-y0itaa50------ba 101 0 $aeng 102 $aDE 200 1 $aUNIMARC manual$ebibliographic format$fedited by Alan Hopkinson$g[International Federation of Library Associations and Institutions] 205 $a3. ed. 210 $aMunchen$cSaur$d2008 215 $a760 p.$d25 cm 225 2 $aIFLA series on bibliographic control$v36 410 0$12001$aIFLA series on bibliographic control$v36 606 1 $aUNIMARC 606 2 $aCatalogazione bibliografica$xStandardizzazione 676 $a025.316$v(21. ed.)$9Attivitą nelle biblioteche, negli archivi, nei centri d'informazione. Formati di registrazione per cataloghi leggibili dalla macchina 702 1$aHopkinson,$bAlan 712 02$aInternational Federation of Library Association and Institutions 801 0$aIT$bUniversitą della Basilicata - B.I.A.$gRICA$2unimarc 912 $a000027051 996 $aUNIMARC manual$978865 997 $aUNIBAS BAS $aLETTERE CAT $aMDL$b30$c20091211$lBAS01$h1048 CAT $aBATCH$b00$c20180801$lBAS01$h1239 FMT Z30 -1$lBAS01$LBAS01$mBOOK$1BASA1$APolo Storico-Umanistico$2GEN$BCollezione generale$3STR/109075$6109075$5L109075$820091211$f98$FConsultazione all $aall $n0008398 LEADER 06335nam 22007335 450 001 9910617304703321 005 20251009103334.0 010 $a3-031-10190-1 024 7 $a10.1007/978-3-031-10190-8 035 $a(MiAaPQ)EBC7113827 035 $a(Au-PeEL)EBL7113827 035 $a(CKB)25161870100041 035 $a(PPN)265856329 035 $a(DE-He213)978-3-031-10190-8 035 $a(OCoLC)1348649407 035 $a(EXLCZ)9925161870100041 100 $a20221015d2022 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aModern Classification and Data Analysis $eMethodology and Applications to Micro- and Macroeconomic Problems /$fedited by Krzysztof Jajuga, Gra?yna Dehnel, Marek Walesiak 205 $a1st ed. 2022. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2022. 215 $a1 online resource (381 pages) 225 1 $aStudies in Classification, Data Analysis, and Knowledge Organization,$x2198-3321 311 08$aPrint version: Jajuga, Krzysztof Modern Classification and Data Analysis Cham : Springer International Publishing AG,c2022 9783031101892 320 $aIncludes bibliographical references. 327 $aMethods -- 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. 330 $aThis volume presents a selection of peer-reviewed papers that address the latest developments in the methodology and applications of data analysis and classification tools to micro- and macroeconomic problems. The contributions were originally presented at the 30th Conference of the Section on Classification and Data Analysis of the Polish Statistical Association, SKAD 2021, held online in Pozna?, Poland, September 8?10, 2021. Providing a balance between methodological and empirical studies, and covering a wide range of topics, the book is divided into five parts focusing on methods and applications in finance, economics, social issues and to COVID-19 data. The book is aimed at a wide audience, including researchers at universities and research institutions, PhD students, as well as practitioners, data scientists and employees in public statistical institutions. 410 0$aStudies in Classification, Data Analysis, and Knowledge Organization,$x2198-3321 606 $aStatistics 606 $aData mining 606 $aSocial sciences$xStatistical methods 606 $aQuantitative research 606 $aSocial sciences$xData processing 606 $aStatistics in Business, Management, Economics, Finance, Insurance 606 $aData Mining and Knowledge Discovery 606 $aStatistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy 606 $aData Analysis and Big Data 606 $aComputer Application in Social and Behavioral Sciences 615 0$aStatistics. 615 0$aData mining. 615 0$aSocial sciences$xStatistical methods. 615 0$aQuantitative research. 615 0$aSocial sciences$xData processing. 615 14$aStatistics in Business, Management, Economics, Finance, Insurance. 615 24$aData Mining and Knowledge Discovery. 615 24$aStatistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy. 615 24$aData Analysis and Big Data. 615 24$aComputer Application in Social and Behavioral Sciences. 676 $a339 676 $a330.015195 702 $aJajuga$b Krzysztof 702 $aDehnel$b Graz?yna 702 $aWalesiak$b Marek 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910617304703321 996 $aModern classification and data analysis$93041636 997 $aUNINA