Estimation of hyperbolic diffusion using Markov chain Monte Carlo method

In this paper we propose a Bayesian method to estimate the hyperbolic diffusion model. The approach is based on the Markov chain Monte Carlo (MCMC) method with the likelihood of the discretized process as the approximate posterior likelihood. We demonstrate that the MCMC method Provides a useful too...

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Bibliographic Details
Main Authors: TSE, Yiu Kuen, ZHANG, Xibin, YU, Jun
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2004
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Online Access:https://ink.library.smu.edu.sg/soe_research/518
https://ink.library.smu.edu.sg/context/soe_research/article/1517/viewcontent/YuQF.pdf
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Institution: Singapore Management University
Language: English