Bayesian Claims Reserving Methods in Non-life Insurance with Stan PDF Download

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Bayesian Claims Reserving Methods in Non-life Insurance with Stan

Bayesian Claims Reserving Methods in Non-life Insurance with Stan PDF Author: Guangyuan Gao
Publisher: Springer
ISBN: 9811336091
Category : Mathematics
Languages : en
Pages : 210

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Book Description
This book first provides a review of various aspects of Bayesian statistics. It then investigates three types of claims reserving models in the Bayesian framework: chain ladder models, basis expansion models involving a tail factor, and multivariate copula models. For the Bayesian inferential methods, this book largely relies on Stan, a specialized software environment which applies Hamiltonian Monte Carlo method and variational Bayes.