Effective Statistical Learning Methods for Actuaries III: Neural Networks and Extensions

Provides an exhaustive and self-contained presentation of neural networks applied to insurance Can be used as course material or for self-study Features a rigorous statistical analysis of neural networks Fills a gap in the literature on artificial intelligence techniques applied to insurance Written by actuaries for actuaries Based on more than a decade of lectures and consulting projects on the topic, by the three authors Includes several case studies in P&C, Life and Econometrics