Language: English
Published by Brill Academic Pub 01.04.1996., 1996
ISBN 10: 9067641995 ISBN 13: 9789067641999
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Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - Frontmatter -- Preface -- Contents -- Chapter 1. Approximate Modelling of Homogeneous Gaussian Fields on the Basis of Spectral Decomposition -- Chapter 2. Spectral Models for Vector-Valued Fields -- Chapter 3. Convergence of Spectral Models of Random Fields in Monte Carlo Methods -- Chapter 4. On Optimization and Convergence of Functional Monte Carlo Estimators -- Appendix A. Gaussian Distributions: Properties and Simulation -- Appendix . Solution of Boundary Value Problems for Linear Systems of Stochastic Differential Equations -- Appendix C. On Interpolation of Positive Definite Functions and Stationary Random Sequences -- Appendix D. Coding of Multiplicative Pseudorandom Number Generators -- Bibliography -- Notation -- Index.
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Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - Frontmatter -- Preface -- Contents -- 1. Statistical simulation of discrete Gaussian processes and fields with a given correlation structure -- 2. Spectral models of Gaussian random fields -- 3. Numerical models of non-Gaussian processes and fields -- 4. Convergence of numerical models of random fields in Monte Carlo method -- 5. Simulation of random fields in stochastic problems of the atmosphere - ocean optics -- 6. Hydrometeorological applications of statistical simulation methods -- Appendix 1. Synopsis of the theory of stochastic processes -- Appendix 2. On correspondence between discrete and continuous linear homogeneous stochastic models -- Appendix 3. Coding of multiplicative generators of pseudorandom numbers -- References.
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