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portada Bayesian Claims Reserving Methods in Non-Life Insurance With Stan: An Introduction (in English)
Type
Physical Book
Publisher
Year
2019
Language
English
Pages
205
Format
Hardcover
ISBN13
9789811336089
Edition No.
2018

Bayesian Claims Reserving Methods in Non-Life Insurance With Stan: An Introduction (in English)

Guangyuan Gao (Author) · Springer · Hardcover

Bayesian Claims Reserving Methods in Non-Life Insurance With Stan: An Introduction (in English) - Guangyuan Gao

Physical Book

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Synopsis "Bayesian Claims Reserving Methods in Non-Life Insurance With Stan: An Introduction (in English)"

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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The book is written in English.
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