Computational Actuarial Science with R StudioTable of Contents

Introduction Arthur Charpentier and Rob Kaas

Methodology
Standard Statistical Inference Christophe Dutang

Bayesian Philosophy Arthur Charpentier and Ben Escoto

Statistical Learning Arthur Charpentier and Stéphane Tufféry

Spatial Analysis Renato Assunção, Marcelo Azevedo Costa, Marcos Oliveira Prates, and Luís Gustavo Silva e Silva

Reinsurance and Extremal Events Eric Gilleland and Mathieu Ribatet

Life Insurance
Life Contingencies Giorgio Spedicato

Prospective Life Tables Heather Booth, Rob J. Hyndman, and Leonie Tickle

Prospective Mortality Tables and Portfolio Experience Julien Tomas and Frédéric Planchet

Survival Analysis Frédéric Planchet and Pierre-E. Thérond

Finance
Stock Prices and Time Series Yohan Chalabi and Diethelm Würtz

Yield Curves and Interest Rates Models Sergio S. Guirreri

Portfolio Allocation Yohan Chalabi and Diethelm Würtz

Non-Life Insurance
General Insurance Pricing Jean-Philippe Boucher and Arthur Charpentier

Longitudinal Data and Experience Rating Katrien Antonio, Peng Shi, and Frank van Berkum

Claims Reserving and IBNR Markus Gesmann

Bibliography

Index

R Command Index