Numerical Modelling of Random Processes and Fields
Algorithms and Applications
Seiten
1996
|
1. Reprint 2018
De Gruyter (Verlag)
978-3-11-046054-4 (ISBN)
De Gruyter (Verlag)
978-3-11-046054-4 (ISBN)
No detailed description available for "Numerical Modelling of Random Processes and Fields".
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
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
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
| Erscheinungsdatum | 06.07.2018 |
|---|---|
| Zusatzinfo | Num. figs. |
| Verlagsort | Berlin/Boston |
| Sprache | englisch |
| Maße | 2460 x 2460 mm |
| Gewicht | 545 g |
| Themenwelt | Mathematik / Informatik ► Mathematik ► Allgemeines / Lexika |
| Mathematik / Informatik ► Mathematik ► Analysis | |
| Schlagworte | Numerische Mathematik • Stochastischer Prozess • Zufälliges Feld |
| ISBN-10 | 3-11-046054-8 / 3110460548 |
| ISBN-13 | 978-3-11-046054-4 / 9783110460544 |
| Zustand | Neuware |
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