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Monte Carlo Methods

Monte Carlo Methods

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  • Release Date: 25/02/2020
  • Barcode: 9789811329708
  • Imprint: Springer
  • Publisher: Springer
Monte Carlo Methods

Monte Carlo Methods

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DESCRIPTION

It provides an overview of Monte Carlo methods, including Sequential Monte Carlo, Markov Chain Monte Carlo, Metropolis-Hastings, Gibbs Sampler, Cluster Sampling, Data Driven MCMC, Stochastic Gradient descent, Langevin Monte Carlo, Hamiltonian Monte Carlo, and energy landscape mapping.

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