9789812389350-9812389350-Markov chain monte carlo simulations and their statistical analysis: with web-based fortran code

Markov chain monte carlo simulations and their statistical analysis: with web-based fortran code

ISBN-13: 9789812389350
ISBN-10: 9812389350
Author: Berg, Bernd A.
Publication date: 2004
Publisher: Wspc
Format: Paperback 378 pages
FREE shipping on ALL orders

Book details

ISBN-13: 9789812389350
ISBN-10: 9812389350
Author: Berg, Bernd A.
Publication date: 2004
Publisher: Wspc
Format: Paperback 378 pages

Summary

Acknowledged authors Berg, Bernd A. wrote Markov chain monte carlo simulations and their statistical analysis: with web-based fortran code comprising 378 pages back in 2004. Textbook and eTextbook are published under ISBN 9812389350 and 9789812389350. Since then Markov chain monte carlo simulations and their statistical analysis: with web-based fortran code textbook was available to sell back to BooksRun online for the top buyback price or rent at the marketplace.

Description

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++.

Rate this book Rate this book

We would LOVE it if you could help us and other readers by reviewing the book