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Beschreibung
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.
An Introduction
Details
| Verlag | Springer Singapore |
| Ersterscheinung | 17. Januar 2019 |
| Maße | 23.5 cm x 15.5 cm |
| Gewicht | 500 Gramm |
| Format | Hardcover |
| ISBN-13 | 9789811336089 |
| Auflage | 1st ed. 2018 |
| Seiten | 205 |
Schlagwörter
Bayesian Inference, Bayesianische Inferenz, Economic Theory/Quantitative Economics/Mathematical Methods, Quantitative Economics, Statistics for Business - Management - Economics - Finance - Insurance, Statistics in Business - Management - Economics - Finance - Insurance, Wahrscheinlichkeitsrechnung und Statistik, Wirtschaftstheorie und -philosophie, Wirtschaftswissenschaft - Finanzen - Betriebswirtschaft und Management
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