Modelling and analysis of biomedical data using Markov chain Monte Carlo

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.

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Bibliographic Details
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
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Institution:	Nanyang Technological University

id	sg-ntu-dr.10356-3412
record_format	dspace
spelling	sg-ntu-dr.10356-34122023-07-04T15:06:39Z Modelling and analysis of biomedical data using Markov chain Monte Carlo Tao, Bo. Chin, Teck Chai School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems 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. Master of Science (Computer Control and Automation) 2008-09-17T09:29:34Z 2008-09-17T09:29:34Z 2002 2002 Thesis http://hdl.handle.net/10356/3412 Nanyang Technological University application/pdf
institution	Nanyang Technological University
building	NTU Library
continent	Asia
country	Singapore Singapore
content_provider	NTU Library
collection	DR-NTU
topic	DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
spellingShingle	DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems Tao, Bo. Modelling and analysis of biomedical data using Markov chain Monte Carlo
description	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.
author2	Chin, Teck Chai
author_facet	Chin, Teck Chai Tao, Bo.
format	Theses and Dissertations
author	Tao, Bo.
author_sort	Tao, Bo.
title	Modelling and analysis of biomedical data using Markov chain Monte Carlo
title_short	Modelling and analysis of biomedical data using Markov chain Monte Carlo
title_full	Modelling and analysis of biomedical data using Markov chain Monte Carlo
title_fullStr	Modelling and analysis of biomedical data using Markov chain Monte Carlo
title_full_unstemmed	Modelling and analysis of biomedical data using Markov chain Monte Carlo
title_sort	modelling and analysis of biomedical data using markov chain monte carlo
publishDate	2008
url	http://hdl.handle.net/10356/3412
_version_	1772825345285685248

Modelling and analysis of biomedical data using Markov chain Monte Carlo

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