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MCMC from Scratch: A Practical Introduction to Markov Chain Monte Carlo

By Masanori Hanada, So Matsuura
eBook
$59.99
By Masanori Hanada, So Matsuura
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This textbook explains the fundamentals of Markov Chain Monte Carlo (MCMC) without assuming advanced knowledge of mathematics and programming. MCMC is a powerful technique that can be used to integrate complicated functions or to handle complicated probability distributions. MCMC is frequently used in diverse fields where statistical methods are important – e.g. Bayesian statistics, quantum physics, machine learning, computer science, computational biology, and mathematical economics. This ...

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ComputersComputer ProgrammingProgramming - General & Miscellaneous