Arbeitspapier
On a strategy to develop robust and simple tariffs from motor vehicle insurance data
The goals of this paper are twofold: we describe common features in data sets from motor vehicle insurance companies and we investigate a general strategy which exploits the knowledge of such features. The results of the strategy are a basis to develop insurance tariffs. The strategy is applied to a data set from motor vehicle insurance companies. We use a nonparametric approach based on a combination of kernel logistic regression and ¡support vector regression.
- Sprache
-
Englisch
- Erschienen in
-
Series: Technical Report ; No. 2004,16
- Thema
-
Classification
Data Mining
Insurance tariffs
Kernel logistic regression
Machine learning
Regression
Robustness
Simplicity
Support Vector Machine
Support Vector Regression
Kraftfahrtversicherung
Versicherungsprämie
Regression
Theorie
Data Mining
- Ereignis
-
Geistige Schöpfung
- (wer)
-
Christmann, Andreas
- Ereignis
-
Veröffentlichung
- (wer)
-
Universität Dortmund, Sonderforschungsbereich 475 - Komplexitätsreduktion in Multivariaten Datenstrukturen
- (wo)
-
Dortmund
- (wann)
-
2004
- Handle
- Letzte Aktualisierung
-
10.03.2025, 11:42 MEZ
Datenpartner
Dieses Objekt wird bereitgestellt von:
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.
Objekttyp
- Arbeitspapier
Beteiligte
- Christmann, Andreas
- Universität Dortmund, Sonderforschungsbereich 475 - Komplexitätsreduktion in Multivariaten Datenstrukturen
Entstanden
- 2004
Ähnliche Objekte (12)
On a Strategy to Develop Robust and Simple Tariffs from Motor Vehicle Insurance Data
Robust distributed resource allocation for cellular vehicle-to-vehicle communication
Tariffs
Robust vision-based vehicle driver monitoring
Robust asymptotic insurance-finance arbitrage
Behavior-based tariffs in health insurance: Compatibility with the German system
The Motor Vehicle Insurance Letter Jeep-1951
Robust assessment of life insurance products
1. Tariffs
Missing Tariffs
Dataset of an actual motor vehicle insurance portfolio
Robust Capacitated Vehicle Routing Problem with Uncertain Demands
On a Strategy to Develop Robust and Simple Tariffs from Motor Vehicle Insurance Data
Robust distributed resource allocation for cellular vehicle-to-vehicle communication
Tariffs
Robust vision-based vehicle driver monitoring
Robust asymptotic insurance-finance arbitrage
Behavior-based tariffs in health insurance: Compatibility with the German system
The Motor Vehicle Insurance Letter Jeep-1951
Robust assessment of life insurance products
1. Tariffs
Missing Tariffs
Dataset of an actual motor vehicle insurance portfolio
Robust Capacitated Vehicle Routing Problem with Uncertain Demands
On a Strategy to Develop Robust and Simple Tariffs from Motor Vehicle Insurance Data
Robust distributed resource allocation for cellular vehicle-to-vehicle communication
Tariffs
Robust vision-based vehicle driver monitoring
Robust asymptotic insurance-finance arbitrage
Behavior-based tariffs in health insurance: Compatibility with the German system
The Motor Vehicle Insurance Letter Jeep-1951
Robust assessment of life insurance products
1. Tariffs
Missing Tariffs
Dataset of an actual motor vehicle insurance portfolio