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Autor(en): 
  • Michel Denuit
  • Donatien Hainaut
  • Julien Trufin
  • Effective Statistical Learning Methods for Actuaries III: Neural Networks and Extensions 
     

    (Buch)
    Dieser Artikel gilt, aufgrund seiner Grösse, beim Versand als 2 Artikel!


    Übersicht

    Auf mobile öffnen
     
    Lieferstatus:   i.d.R. innert 7-14 Tagen versandfertig
    Veröffentlichung:  November 2019  
    Genre:  Schulbücher 
     
    Actuarial Mathematics / Actuarial science / Actuarial Sciences / B / Economics, finance, business & management / Mathematical modelling / Mathematics and Statistics / Mathematische Modellierung
    ISBN:  9783030258269 
    EAN-Code: 
    9783030258269 
    Verlag:  Springer EN 
    Einband:  Kartoniert  
    Sprache:  English  
    Serie:  Springer Actuarial
    Springer Actuarial Lecture Notes  
    Dimensionen:  H 235 mm / B 155 mm / D 17 mm 
    Gewicht:  409 gr 
    Seiten:  250 
    Illustration:  XIII, 250 p. 78 illus., 75 illus. in color., schwarz-weiss Illustrationen, farbige Illustrationen 
    Zus. Info:  EUDR exemption - product or manufacturing materials placed on the market prior to 31.12.2025. 
    Bewertung: Titel bewerten / Meinung schreiben
    Inhalt:
    This book reviews some of the most recent developments in neural networks, with a focus on applications in actuarial sciences and finance. It simultaneously introduces the relevant tools for developing and analyzing neural networks, in a style that is mathematically rigorous yet accessible.

    Artificial intelligence and neural networks offer a powerful alternative to statistical methods for analyzing data. Various topics are covered from feed-forward networks to deep learning, such as Bayesian learning, boosting methods and Long Short Term Memory models. All methods are applied to claims, mortality or time-series forecasting.

    Requiring only a basic knowledge of statistics, this book is written for masters students in the actuarial sciences and for actuaries wishing to update their skills in machine learning.

    This is the third 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. Although closely related to the other two volumes, this volume can be read independently.



      



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