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Monte Carlo method

  • Handbook of Markov Chain Monte Carloby Steve Brooks; Andrew Gelman; Galin Jones; Xiao-Li Meng

    CRC Press 2011; US$ 115.95

    "? the uninitiated would greatly benefit from carefully reading the first three chapters ? . For a more experienced and hands-on reader who is looking for up-to-date developments and implementations of cutting-edge MCMC tools for highly complex problems, the Handbook brings twelve chapters with applications and case studies from areas ranging from... more...

  • Sequential Monte Carlo Methods for Nonlinear Discrete-Time Filteringby Marcelo G. S. Bruno

    Morgan & Claypool Publishers 2013; US$ 40.00

    In these notes, we introduce particle filtering as a recursive importance sampling method that approximates the minimum-mean-square-error (MMSE) estimate of a sequence of hidden state vectors in scenarios where the joint probability distribution of the states and the observations is non-Gaussian and, therefore, closed-form analytical expressions for... more...

  • Simulation and Monte Carloby J. S. Dagpunar

    Wiley 2007; US$ 158.00

    Simulation and Monte Carlo is aimed at students studying for degrees in Mathematics, Statistics, Financial Mathematics, Operational Research, Computer Science, and allied subjects, who wish an up-to-date account of the theory and practice of Simulation. Its distinguishing features are in-depth accounts of the theory of Simulation, including the important... more...

  • Mean Field Simulation for Monte Carlo Integrationby Pierre Del Moral

    CRC Press 2013; US$ 99.95

    Monte Carlo and Mean Field Models Linear evolution equations Nonlinear McKean evolutions Time discretization schemes Illustrative examples Mean field particle methods Theory and Applications A stochastic perturbation analysis Feynman-Kac particle models Extended Feynman-Kac models Nonlinear intensity measure equations Statistical machine... more...

  • Monte Carlo and Quasi-Monte Carlo Methods 2012by Josef Dick; Frances Y. Kuo; Gareth W. Peters; Ian H. Sloan

    Springer 2013; US$ 189.00

    This book represents the refereed proceedings of the Tenth International Conference on Monte Carlo and Quasi-Monte Carlo Methods in Scientific Computing that was held at the University of New South Wales (Australia) in February 2012. These biennial conferences are major events for Monte Carlo and the premiere event for quasi-Monte Carlo research. The... more...

  • Monte Carlo Methods for Applied Scientistsby Ivan T. Dimov

    World Scientific Publishing Company 2007; US$ 189.00

    The Monte Carlo method is inherently parallel and the extensive and rapid development in parallel computers, computational clusters and grids has resulted in renewed and increasing interest in this method. At the same time there has been an expansion in the application areas and the method is now widely used in many important areas of science including... more...

  • Premiers pas en simulation (Statistique et probabilités appliquées) (French Edition)by Yadolah Dodge; Giuseppe Melfi

    Springer 2008; US$ 29.95

    Ce livre est une introduction aux techniques de simulation. Après un bref rappel des techniques fondamentales du calcul des probabilités, il expose divers procédés pour générer en grande quantités des nombres aléatoires. Les transformations de variables utilisées pour simuler des échantillons fictifs d?une variable aléatoire et les tests d?hypothèses... more...

  • Exploring Monte Carlo Methodsby William L. Dunn; J. Kenneth Shultis

    Elsevier Science 2011; US$ 124.00

    Exploring Monte Carlo Methods is a basic text that describes the numerical methods that have come to be known as "Monte Carlo." The book treats the subject generically through the first eight chapters and, thus, should be of use to anyone who wants to learn to use Monte Carlo. The next two chapters focus on applications in nuclear engineering, which... more...

  • Statistical Simulationby Todd C. Headrick

    CRC Press 2009; US$ 109.95

    Headrick?s book is a valuable addition to the simulation world in the sense that it is the first systematic book on power method polynomials ? this book has potential to be one of the key sources for researchers who are involved in random number generation and Monte Carlo studies. ? it can serve and seems to be designed as a supplemental text in graduate... more...

  • Monte Carlo Methods, Volume 1by Malvin H. Kalos; Paula A. Whitlock

    Wiley 2008; US$ 170.00

    Malvin H. Kalos obtained his BS at Queens College and his MS and PhD at the University of Illinois. After holding a professorship of computer science and being the Director of the Ultracomputer Research Laboratory at the Courant Institute of Mathematical Sciences of New York University, he accepted a post as a scientist at the Livermore National Laboratory.... more...