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World Scientific Publishing Company World Scientific Markov Chain Monte Carlo Simulation Book

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Description

Master modern Markov chain Monte Carlo (MC) simulation techniques with this comprehensive guide from World Scientific Publishing Company. Designed for advanced undergraduate students and researchers, this book provides a step-by-step approach to statistical analysis and simulation methods. Content ranges from foundational elementary statistics and the theory behind MC simulations to practical applications using conventional Metropolis and heat bath algorithms. Readers will learn to manage autocorrelations and analyze MC algorithm performance. For those seeking advanced knowledge, the text covers the multicanonical approach, cluster algorithms, and parallel computing. This resource bridges the gap between theory and practice by including web-based Fortran code to support your learning and research applications.

Key Features

Covers a wide range of topics from elementary statistics to advanced multicanonical approaches and cluster algorithms.

Includes web-based Fortran code to help readers apply theory directly to practical simulations.

Suitable for advanced undergraduate students and researchers looking to master MC simulation techniques.

Provides detailed instruction on Metropolis and heat bath algorithms along with autocorrelation analysis.

Explores high-level computational topics including parallel computing for modern research needs.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
01 October 2004
Listed Since
02 January 2007

Barcode

No barcode data available

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