Effective Statistical Learning Methods for Actuaries II

Name: Effective Statistical Learning Methods for Actuaries II
Brand: Springer Nature Switzerland AG
SKU: 9783030575557
Price: 30.22 EUR
Availability: InStock

Autor: Julien Trufin, Donatien Hainaut

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer Nature Switzerland AG

Dostupnosť: Skladom u dodávateľa

Odosielame za 10-18 dní

30.22 €

This book summarizes the state of the art in tree-based methods for insurance: regression trees, ran...

Informácie o knihe

Autor

Julien Trufin, Donatien Hainaut

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2020

Stránok

228

EAN

9783030575557

ISBN

3030575551

Enbook ID

33400726

Vydavateľ

Springer Nature Switzerland AG

Hmotnosť

380

Rozmery

233 x 155 x 18

Kompletný popis

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.

Mohlo by vás zaujímať

Zákazníci, ktorí si kúpili túto knihu, kúpili tiež

Najčastejšie vyhľadávané

Categories

Authors

Publishers

Produkty

Produkty

Najčastejšie vyhľadávané

Categories

Authors

Publishers

Produkty

Produkty

Effective Statistical Learning Methods for Actuaries II

Informácie o knihe

Kompletný popis

Mohlo by vás zaujímať

Zákazníci, ktorí si kúpili túto knihu, kúpili tiež