Modelling and analysis of biomedical data using Markov chain Monte Carlo

• Main Author: Tao, Bo.
• Other Authors: Chin, Teck Chai
• Format: Theses and Dissertations
• Published: 2008
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• Online Access: http://hdl.handle.net/10356/3412
• Institution: Nanyang Technological University

The aim of this dissertation is to present the problem of biomedical model analysis using Markov Chain Monte Carlo (MCMC), and to provide pointers to the literature for further details. We also present a case study using the most basic of MCMC techniques, the Gibbs sampler.