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Gaussian processes

  • Applied Parameter Estimation for Chemical Engineersby Peter Englezos; Nicolas Kalogerakis

    CRC Press 2000; US$ 275.00

    This book determines adjustable parameters in mathematical models that describe steady state or dynamic systems, presenting the most important optimization methods used for parameter estimation. It focuses on the Gauss-Newton method and its modifications for systems and processes represented by algebraic or differential equation models. more...

  • Case Studies in Spatial Point Process Modelingby Adrian Baddeley; Pablo Gregori; Jorge Mateu; Radu Stoica; Dietrich Stoyan

    Springer New York 2006; US$ 142.89

    Point process statistics is successfully used in fields such as material science, human epidemiology, social sciences, animal epidemiology, biology, and seismology. Its further application depends greatly on good software and instructive case studies that show the way to successful work. This book satisfies this need by a presentation of the spatstat... more...

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

    Wiley 2011; US$ 163.00 US$ 141.27

    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...

  • Fractal-Based Point Processesby Steven Bradley Lowen; Malvin Carl Teich

    Wiley 2005; US$ 173.00 US$ 149.93

    An integrated approach to fractals and point processes This publication provides a complete and integrated presentation of the fields of fractals and point processes, from definitions and measures to analysis and estimation. The authors skillfully demonstrate how fractal-based point processes, established as the intersection of these two fields,... more...

  • The Gaussian Approximation Potentialby Albert Bartók-Pártay

    Springer Berlin Heidelberg 2010; US$ 98.92

    The framework of Gaussian Approximation Potentials developed in this thesis allows us to generate interatomic potentials automatically, based on quantum mechanical data. The method has already been successfully applied to semiconductors and metals. more...

  • The Generic Chainingby Michel Talagrand

    Springer Berlin Heidelberg 2006; US$ 109.91

    What is the maximum level a certain river is likely to reach over the next 25 years? (Having experienced three times a few feet of water in my house, I feel a keen personal interest in this question. ) There are many questions of the same nature: what is the likely magnitude of the strongest earthquake to occur during the life of a planned building,... more...

  • An Introduction to the Theory of Point Processesby D.J. Daley; D. Vere-Jones

    Springer New York 2006; US$ 142.89

    Point processes and random measures find wide applicability in telecommunications, earthquakes, image analysis, spatial point patterns, and stereology, to name but a few areas. The authors have made a major reshaping of their work in their first edition of 1988 and now present their Introduction to the Theory of Point Processes in two volumes with... more...

  • An Introduction to the Theory of Point Processesby D.J. Daley; David Vere-Jones

    Springer New York 2007; US$ 164.88

    Fully revised and updated by the authors who have reworked their 1988 first edition, this brilliant book brings together the basic theory of random measures and point processes in a unified setting and continues with the more theoretical topics of the first edition. more...

  • Large Deviations for Gaussian Queuesby Michel Mandjes

    Wiley 2007; US$ 146.00 US$ 126.53

    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...

  • Lectures on Gaussian Processesby Mikhail Lifshits

    Springer Berlin Heidelberg 2012; US$ 47.26

    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...