Books by Michel Denuit

This book summarizes the state of the art in tree-based methods for insurance: regression trees, random forests and boosting methods.

This book presents practical paradigms in insurance as well as numerous exercises with solutions. This second edition emphasizes the implementation of all covered techniques through the use of R, the de facto standard for statistical computation.