國立高雄大學圖資館 |

語系: 繁體中文

說明(常見問題)

圖資館首頁

登入

回首頁

切換: 標籤 | MARC模式 | ISBD

Classification and data analysistheo...

Batog, Jacek.

Classification and data analysistheory and applications /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Classification and data analysisedited by Krzysztof Jajuga, Jacek Batog, Marek Walesiak.
其他題名:	theory and applications /
其他作者:	Jajuga, Krzysztof.
團體作者:	Polskie Towarzystwo Statystyczne.
出版者:	Cham :Springer International Publishing :2020.
面頁冊數:	xiii, 335 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Mathematical statistics
電子資源:	https://doi.org/10.1007/978-3-030-52348-0
ISBN:	9783030523480$q(electronic bk.)

Classification and data analysistheory and applications /
Polskie Towarzystwo Statystyczne.Sekcja Klasyfikacji i Analizy Danych. Szczecin, Poland)2019 :

Classification and data analysistheory and applications /[electronic resource] :edited by Krzysztof Jajuga, Jacek Batog, Marek Walesiak. - Cham :Springer International Publishing :2020. - xiii, 335 p. :ill., digital ;24 cm. - Studies in classification, data analysis, and knowledge organization,1431-8814. - Studies in classification, data analysis, and knowledge organization..

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 Lodzkie 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.

This volume gathers peer-reviewed contributions on data analysis, classification and related areas presented at the 28th Conference of the Section on Classification and Data Analysis of the Polish Statistical Association, SKAD 2019, held in Szczecin, Poland, on September 18-20, 2019. Providing a balance between theoretical and methodological contributions and empirical papers, it covers a broad variety of topics, ranging from multivariate data analysis, classification and regression, symbolic (and other) data analysis, visualization, data mining, and computer methods to composite measures, and numerous applications of data analysis methods in economics, finance and other social sciences. The book is intended for a wide audience, including researchers at universities and research institutions, graduate and doctoral students, practitioners, data scientists and employees in public statistical institutions.

ISBN: 9783030523480$q(electronic bk.)

Standard No.: 10.1007/978-3-030-52348-0doiSubjects--Topical Terms:

182294
Mathematical statistics

LC Class. No.: QA276.A1

Dewey Class. No.: 330.015195

Classification and data analysistheory and applications /
LDR:04408nmm a2200349 a 4500 001 585409
003 DE-He213
005 20201228115544.0
006 m d
007 cr nn 008maaau
008 210311s2020 sz s 0 eng d
020 $a 9783030523480$q(electronic bk.)
020 $a 9783030523473$q(paper)
024 7 $a 10.1007/978-3-030-52348-0 $2 doi
035 $a 978-3-030-52348-0
040 $a GP $c GP
041 0 $a eng
050 4 $a QA276.A1
072 7 $a PBT $2 bicssc
072 7 $a BUS061000 $2 bisacsh
072 7 $a PBT $2 thema
072 7 $a K $2 thema
082 0 4 $a 330.015195 $2 23
090 $a QA276.A1 $b P778 2019
110 2 $a Polskie Towarzystwo Statystyczne. $b Sekcja Klasyfikacji i Analizy Danych. $b Conference $n (28th : $d 2019 : $c Szczecin, Poland) $3 876412
245 1 0 $a Classification and data analysis $h [electronic resource] : $b theory and applications / $c edited by Krzysztof Jajuga, Jacek Batog, Marek Walesiak.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2020.
300 $a xiii, 335 p. : $b ill., digital ; $c 24 cm.
490 1 $a Studies in classification, data analysis, and knowledge organization, $x 1431-8814
505 0 $a 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 Lodzkie 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.
520 $a This volume gathers peer-reviewed contributions on data analysis, classification and related areas presented at the 28th Conference of the Section on Classification and Data Analysis of the Polish Statistical Association, SKAD 2019, held in Szczecin, Poland, on September 18-20, 2019. Providing a balance between theoretical and methodological contributions and empirical papers, it covers a broad variety of topics, ranging from multivariate data analysis, classification and regression, symbolic (and other) data analysis, visualization, data mining, and computer methods to composite measures, and numerous applications of data analysis methods in economics, finance and other social sciences. The book is intended for a wide audience, including researchers at universities and research institutions, graduate and doctoral students, practitioners, data scientists and employees in public statistical institutions.
650 0 $a Mathematical statistics $3 182294
650 0 $a Statistics. $3 182057
650 0 $a Data mining. $3 184440
650 0 $a Economics. $3 175999
650 1 4 $a Statistics for Business, Management, Economics, Finance, Insurance. $3 825914
650 2 4 $a Data Mining and Knowledge Discovery. $3 275288
650 2 4 $a Statistics for Social Sciences, Humanities, Law. $3 825904
650 2 4 $a Statistical Theory and Methods. $3 274054
650 2 4 $a Economic Theory/Quantitative Economics/Mathematical Methods. $3 731081
650 2 4 $a Statistics and Computing/Statistics Programs. $3 275710
700 1 $a Jajuga, Krzysztof. $3 256940
700 1 $a Batog, Jacek. $3 876413
700 1 $a Walesiak, Marek. $3 876414
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Studies in classification, data analysis, and knowledge organization. $3 560291
856 4 0 $u https://doi.org/10.1007/978-3-030-52348-0
950 $a Mathematics and Statistics (SpringerNature-11649)