Markov Chain Monte Carlo Simulations and their Statistical Analysis 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Berg, Bernd A. 作者

World Scientific Pub Co Inc

译者

2004-10 出版日期

380 页数

695.60元价格

HRD

丛书系列

9789812389350 图书编码

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Markov Chain Monte Carlo Simulations and their Statistical Analysis 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Markov Chain Monte Carlo Simulations and their Statistical Analysis 在线电子书图书描述

This book teaches modern Markov chain Monte Carlo (MC) simulation techniques step by step. The material should be accessible to advanced undergraduate students and is suitable for a course. It ranges from elementary statistics concepts (the theory behind MC simulations), through conventional Metropolis and heat bath algorithms, autocorrelations and the analysis of the performance of MC algorithms, to advanced topics including the multicanonical approach, cluster algorithms and parallel computing. Therefore, it is also of interest to researchers in the field. The book relates the theory directly to Web-based computer code. This allows readers to get quickly started with their own simulations and to verify many numerical examples easily. The present code is in Fortran 77, for which compilers are freely available. The principles taught are important for users of other programming languages, like C or C++.

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Markov Chain Monte Carlo Simulations and their Statistical Analysis 在线电子书下载 mobi epub pdf txt 在线电子书下载

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