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Object oriented library for Markov chain Monte Carlo simulation
Object oriented library for Markov chain Monte Carlo simulation
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机译:马尔可夫链蒙特卡罗模拟的面向对象库
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摘要
Systems, methods and computer implemented tools are provided for performing Markov chain Monte Carlo simulations. Computer implemented tools include a library of MCMC classes that define a core foundation of the MCMC analysis that minimizes knowledge of computer programming and manages the overhead associated with implementing MCMC simulation. Moreover, a user interacting with the various embodiments of the present invention is given numerical control over the problem at issue so that a skilled user can run successful MCMC simulations even where components of the distribution of interest are non-standard.
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