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Gaussian processes

Most popular at the top

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

    Wiley 2009; US$ 144.00

    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...

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

    Wiley 2005; US$ 167.00

    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 Generic Chainingby Michel Talagrand

    Springer Berlin Heidelberg 2006; US$ 169.00

    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 Daryl J. Daley

    Springer 2006; US$ 94.00

    Point processes and random measures find applicability in telecommunications, earthquakes, image analysis, spatial point patterns, and stereology, to name but a few. This work is useful for researchers and graduate students in pure and applied probability. more...

  • Multiparameter Processesby Davar Khoshnevisan

    Springer 2006; US$ 99.00

    Multi-parameter processes extend the existing one-parameter theory in an elegant way and have many applications to other fields in mathematics. This book on random fields is designed for a second graduate course in probability. more...

  • Random Fields Estimationby Alexander G Ramm

    World Scientific Publishing Company 2005; US$ 193.00

    This book contains a novel theory of random fields estimation of Wiener type, developed originally by the author and presented here. No assumption about the Gaussian or Markovian nature of the fields are made. The theory, constructed entirely within the framework of covariance theory, is based on a detailed analytical study of a new class of multidimensional... more...

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

    Springer New York 2007; US$ 169.00

    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...

  • 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...

  • Lectures on Gaussian Processesby Mikhail Lifshits

    Springer Berlin Heidelberg 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...

  • Stochastic Analysis for Gaussian Random Processes and Fieldsby Vidyadhar S. Mandrekar; Leszek Gawarecki

    CRC Press 2015; US$ 99.95

    Stochastic Analysis for Gaussian Random Processes and Fields: With Applications presents Hilbert space methods to study deep analytic properties connecting probabilistic notions. In particular, it studies Gaussian random fields using reproducing kernel Hilbert spaces (RKHSs). The book begins with preliminary results on covariance and associated... more...