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A comprehensive guide to simulation methods with explicit recommendations of methods and algorithms. Covers both the technical aspects of the subject, such as the generation of random numbers, non-uniform random variates and stochastic processes, and the use of simulation. Supported by the relevant mathematical theory, the text contains a great deal of unpublished research material, including coverage of the analysis of shift-register generators, sensitivity analysis of normal variate generators, analysis of simulation output, and more. Includes a selection of computer programs.

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Stochastic Simulation, Brian D. Ripley, Vic Barnett, Ralph A. Bradley, David G. Kendall, J. Stuart Hunter, Rupert G. Miller, Jr., Adrian F. M. Smith, Stephen M. Stigler, Geoffrey S. Watson

Langue
Année de publication
1987
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Titre
Stochastic Simulation
Langue
Anglais
Éditeur
Wiley
Publié
1987
Format
rigide
Pages
256
ISBN10
0471818844
ISBN13
9780471818847
Séries
Description
A comprehensive guide to simulation methods with explicit recommendations of methods and algorithms. Covers both the technical aspects of the subject, such as the generation of random numbers, non-uniform random variates and stochastic processes, and the use of simulation. Supported by the relevant mathematical theory, the text contains a great deal of unpublished research material, including coverage of the analysis of shift-register generators, sensitivity analysis of normal variate generators, analysis of simulation output, and more. Includes a selection of computer programs.