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Design Ideas for Markov chain Monte Carlo Software
Design Ideas for Markov chain Monte Carlo Software
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Design Ideas for Markov chain Monte Carlo Software
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Design Ideas for Markov chain Monte Carlo Software
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Design Ideas for Markov chain Monte Carlo Software
Design Ideas for Markov chain Monte Carlo Software
Journal Article

Design Ideas for Markov chain Monte Carlo Software

2007
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Overview
This article discusses design ideas useful in the development of Markov chain Monte Carlo (MCMC) software. Goals of the design are to facilitate analysis of as many statistical models as possible, and to enable users to experiment with different MCMC algorithms as a research tool. These ideas have been used in YADAS, a system written in the Java language, but are also applicable in other object-oriented languages.
Publisher
Taylor & Francis,American Statistical Association, Institute of Mathematical Statistics, and Interface Foundation of North America,Taylor & Francis Ltd