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

MCMC from Scratch: A Practical Introduction to Markov Chain Monte Carlo By Hanada, Masanori Published by Springer Publication Date: 2023-10-22 Subject: Computers Artificial Intelligence General, Computers Programming Algorithms, Computers Artificial Intelligence - General, Computers Programming - Algorithms, Mathematics Probability & Statistics General, Mathematics Probability & Statistics - General, Science Life Sciences Biophysics, Science Physics Nuclear, Science Life Sciences - Biophysics, Science Physics - Nuclear, Algorithms & Data Structures, Algorithms & Data Structures,Probability & Statistics,Machine Learning,Particle & High-Energy Physics,Biophysics, Biophysics, Machine Learning, Particle & High-Energy Physics, Probability & Statistics, Algorithms And Data Structures, Particle And High-Energy Physics, Probability And Statistics, Algorithms & Data Structures, Probability & Statistics Subject Keywords: Markov Chain Monte Carlo; MCMC; Numerical simulation; Computational science; Metropolis algorithm; HMC algorithm; Gibbs Sampling algorithm; Metropolis-Hastings algorithm; Replica exchange algorithm Genre: Algorithms & Data Structures, Probability & Statistics Target Audience: Professional and scholarly