Bayesian Modeling of Flood Frequency Analysis in Bangladesh Using Hamiltonian Monte Carlo Techniques

In recent years, several Bayesian Markov chain Monte Carlo (MCMC) methods have been proposed in extreme value analysis (EVA) for assessing the flood risk in a certain location. In this study, the Hamiltonian Monte Carlo (HMC) method was employed to obtain the approximations to the posterior marginal...

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Bibliographic Details
Main Authors: Md Ashraful Alam, Craig Farnham, Kazuo Emura
Format: Article
Language:English
Published: MDPI AG 2018-07-01
Series:Water
Subjects:
Online Access:http://www.mdpi.com/2073-4441/10/7/900