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

By Michel Denuit, Donatien Hainaut, Julien Trufin

Preface. - Feed-forward Neural Networks. - Byesian Neural Networks and GLM. - Deep Neural Networks.- Dimension-Reduction with Forward Neural Nets Applied to Mortality. - Self-organizing Maps and k-means clusterin in non Life Insurance. - Ensemble of Neural Networks.- Gradient Boosting with Neural Networks. - Time Series Modelling with Neural Networks.- References.

• Format: Paperback
• Language: English
• ISBN: 3030258262
• ISBN13: 9783030258269
• Release Date: November 2019
• Publisher: Springer
• Length: 250 Pages
• Weight: 0.83 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"