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Markov chain monte carlo simulations and their statistical analysis: with web-based fortran code
Bernd A. Berg
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| #4047796 in Books | Wspc | 2004-10-01 | Original language:English | PDF # 1 | 9.00 x.86 x6.00l,1.49 | File type: PDF | 378 pages | ||2 of 2 people found the following review helpful.| Great for LGT researchers programming with Fortran 77|By Michael Wu|This is a great book with powerful program libraries. Ideal for graduate students who do Monte Carlo simulations.|6 of 6 people found the following review helpful.| can use the book for other languages|By W Boudville|The book is best suited for those actua||?... a special feature of this book is inclusion of computer code directly related to the theory of the techniques ..."
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 algorith...
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