Recent Methods from Statistics and Machine Learning for Credit Scoring.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Kraus, Anne
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Göttingen : Cuvillier Verlag, 2014.
Temas:
Credit scoring systems.
Consumer credit.
Évaluation par points (Crédit)
Crédit à la consommation.
Consumer credit
Credit scoring systems
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Abstract; Zusammenfassung; Contents; List of Figures; List of Tables; Chapter 1 Introduction; Chapter 2 Measures of Performance and Data Description; Chapter 3 Logistic Regression; Chapter 4 Optimization AUC; Chapter 5 Generalized Additive Model; Chapter 6 Recursive Partitioning; Chapter 7 Boosting; Chapter 8 Summary and Outlook; Appendix A Supplementary Material; Appendix B Computational Aspects; Bibliography; Eidesstattliche Versicherung.

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