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Bayesian Claims Reserving Methods in Non-Life Insurance With Stan: An Introduction
Guangyuan Gao (Autor)
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Springer
· Tapa Dura
Bayesian Claims Reserving Methods in Non-Life Insurance With Stan: An Introduction - Guangyuan Gao
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Reseña del libro "Bayesian Claims Reserving Methods in Non-Life Insurance With Stan: An Introduction"
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.
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