Description: Markov Chain Monte Carlo Simulations And Their Statistical Analysis: With Web-based Fortran CodeAuthor(s): Bernd A Berg Format: Hardback Publisher: World Scientific Publishing Co Pte Ltd, Singapore Imprint: World Scientific Publishing Co Pte Ltd ISBN-13: 9789812389350, 978-9812389350 Synopsis 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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Book Title: Markov Chain Monte Carlo Simulations And Their Statistical Ana...
Publisher: World Industries Scientific Publishing Co Pte LTD
Publication Year: 2004
Subject: Mathematics
Number of Pages: 380 Pages
Language: English
Publication Name: Markov Chain Monte Carlo Simulations and Their Statistical Analysis: with Web-Based Fortran Code
Type: Textbook
Author: Bernd a Berg
Format: Hardcover
