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This book summarizes the state of the art in tree-based methods for insurance: regression trees, random forests and boosting methods. It also exhibits the tools which make it possible to assess the predictive performance of tree-based models. Actuaries need these advanced analytical tools to turn the massive data sets now at their disposal into opportunities.
The exposition alternates between methodological aspects and numerical illustrations or case studies. All numerical illustrations are performed with the R statistical software. The technical prerequisites are kept at a reasonable level in order to reach a broad readership. In particular, master''s students in actuarial sciences and actuaries wishing to update their skills in machine learning will find the book useful.
This is the second of three volumes entitled Effective Statistical Learning Methods for Actuaries. Written by actuaries for actuaries, this series offers a comprehensive overview of insurance data analytics with applications to P&C, life and health insurance.
This book summarizes the state of the art in tree-based methods for insurance: regression trees, random forests and boosting methods. It also exhibits the tools which make it possible to assess the predictive performance of tree-based models. Actuaries need these advanced analytical tools to turn the massive data sets now at their disposal into opportunities.
The exposition alternates between methodological aspects and numerical illustrations or case studies. All numerical illustrations are performed with the R statistical software. The technical prerequisites are kept at a reasonable level in order to reach a broad readership. In particular, master''s students in actuarial sciences and actuaries wishing to update their skills in machine learning will find the book useful.
This is the second of three volumes entitled Effective Statistical Learning Methods for Actuaries. Written by actuaries for actuaries, this series offers a comprehensive overview of insurance data analytics with applications to P&C, life and health insurance.
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Hvis du ikke har et medlemsskab er priserne som følger:
| Levering til pakkeshop | 39,95 kr. pr. ordre |
| Hjemmelevering | 59,90 kr. pr. ordre |
Med et guldmedlemsskab er leveringspriserne:
| Levering til pakkeshop. Ordrer under 250 kr. | 34,95 kr. pr. ordre |
| Levering til pakkeshop. Ordrer over 250 kr. | 24,95 kr. pr. ordre |
| Hjemmelevering. Ordrer under 250 kr. | 59,90 kr. pr. ordre |
| Hjemmelevering. Ordrer over 250 kr. | 49,90 kr. pr. ordre |
Med et plating- eller streaming medlemsskab er leveringspriserne:
| Levering til pakkeshop. Ordrer under 250 kr. | 24,95 kr. pr. ordre |
| Levering til pakkeshop. Ordrer over 250 kr. | 0 kr. pr. ordre |
| Hjemmelevering. Ordrer under 250 kr. | 44,90 kr. pr. ordre |
| Hjemmelevering. Ordrer over 250 kr. | 19,95 kr. pr. ordre |
Bemærk venligst, at vi forbeholder os retten til at ændre i et fragtbeløb efter ordreafgivelse, hvis man som kunde har opnået en særlig fragtpris pga. køb for over 250 kr. og efterfølgende retter i sin ordre, så ordrebeløbet kommer under 250 kr. Ovenstående fragtpriser for ordrer under 250 kr. vil i så fald være gældende.
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