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Gaussian processes

Most popular at the top

  • The Generic Chainingby Michel Talagrand

    Springer-Verlag Berlin and Heidelberg GmbH & Co. KG 2006; US$ 169.00

    The fundamental question of characterizing continuity and boundedness of Gaussian processes goes back to Kolmogorov. After essential contributions by R. Dudley and X. Fernique, it was solved by the author in 1985. This advance was followed by a great improvement of our understanding of the boundedness of other fundamental classes of processes (empirical... more...

  • 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...

  • 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...

  • 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...

  • 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...

  • Case Studies in Spatial Point Process Modelingby Adrian Baddeley; Pablo Gregori; Jorge Mateu

    Springer-Verlag New York Inc 2006; US$ 169.00

    Spatial point processes are complex stochastic models that describe the locations of "interesting" events, and (possibly) some information about each event. This book is focused on case studies. more...

  • An Introduction to the Theory of Point Processes 2by D.J. Daley; David Vere-Jones

    Springer 2005; US$ 169.00

    Sets out the basic theory of random measures and point processes. This volume covers the topics of: limit theorems, ergodic theory, Palm theory, and evolutionary behaviour via martingales and conditional intensity. It also includes discussions of marked point processes, convergence to equilibrium, and the structure of spatial point processes. 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...

  • 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...