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Gaussian processes

  • Random Fields and Stochastic Lagrangian Modelsby Karl K. Sabelfeld

    De Gruyter 2012; US$ 182.00

    Probabilistic approach and stochastic simulation become more and more popular in all branches of science and technology, especially in problems where the data are randomly fluctuating, or they are highly irregular in deterministic sense. As a rule, in such problems it is very difficult and expensive to carry out measurements to extract the desired... more...

  • Lectures on Gaussian Processesby Mikhail Lifshits

    Springer 2012; US$ 49.95

    Gaussian processes can be viewed as a far-reaching infinite-dimensional extension of classical normal random variables. Their theory presents a powerful range of tools for probabilistic modelling in various academic and technical domains such as Statistics, Forecasting, Finance, Information Transmission, Machine Learning - to mention just a few. The... more...

  • Counting Processes and Survival Analysisby Thomas R. Fleming; David P. Harrington

    Wiley 2011; US$ 163.00

    The Wiley-Interscience Paperback Series consists of selected books that have been made more accessible to consumers in an effort to increase global appeal and general circulation. With these new unabridged softcover volumes, Wiley hopes to extend the lives of these works by making them available to future generations of statisticians, mathematicians,... more...

  • Wiener Chaos: Moments, Cumulants and Diagramsby Giovanni Peccati; Murad S. Taqqu

    Springer 2011; US$ 119.00

    The concept of Wiener chaos generalizes to an infinite-dimensional setting the properties of orthogonal polynomials associated with probability distributions on the real line. It plays a crucial role in modern probability theory, with applications ranging from Malliavin calculus to stochastic differential equations and from probabilistic approximations... more...

  • Poisson Point Processesby Roy L. Streit

    Springer 2010; US$ 149.00

    "Poisson Point Processes" provides an overview of non-homogeneous and multidimensional Poisson point processes and their numerous applications. Readers will find constructive mathematical tools and applications ranging from emission and transmission computed tomography to multiple target tracking and distributed sensor detection, written... more...

  • The Gaussian Approximation Potentialby Albert BartIik-Partay

    Springer 2010; US$ 129.00

    Simulation of materials at the atomistic level is an important tool in studying microscopic structures and processes. The atomic interactions necessary for the simulations are correctly described by Quantum Mechanics, but the size of systems and the length of processes that can be modelled are still limited. The framework of Gaussian Approximation... more...

  • Level Sets and Extrema of Random Processes and Fieldsby Jean-Marc Azais; Mario Wschebor

    Wiley 2009; US$ 139.00

    A timely and comprehensive treatment of random field theory with applications across diverse areas of study Level Sets and Extrema of Random Processes and Fields discusses how to understand the properties of the level sets of paths as well as how to compute the probability distribution of its extremal values, which are two general classes of problems... more...

  • Random Fields and Geometryby R.J. Adler; Jonathan Taylor

    Springer 2009; US$ 99.00

    A monograph that is devoted to a fresh approach to geometric problems arising in the study of random fields, namely, the geometry of excursion sets of random fields and the related Euler characteristic approach to extremal probabilities. more...

  • Symmetric Functionals on Random Matrices and Random Matchings Problemsby Grzegorz Rempala; Jacek Wesolowski

    Springer 2007; US$ 109.00

    Drawn from the literature on the asymptotic behavior of random permanents and random matchings, this book presents a connection between the problem of an asymptotic behavior for a certain family of functionals on random matrices and the asymptotic results in the classical theory of the U-statistics. more...

  • Large Deviations for Gaussian Queuesby Michel Mandjes

    Wiley 2007; US$ 151.00

    In recent years the significance of Gaussian processes to communication networks has grown considerably. The inherent flexibility of the Gaussian traffic model enables the analysis, in a single mathematical framework, of systems with both long-range and short-range dependent input streams. Large Deviations for Gaussian Queues demonstrates how the... more...