Numerical methods for stochastic computations : a spectral method approach /

Main Author: Xiu, Dongbin, 1971-
Format: Book
Language:English
Published: Princeton, N.J. : Princeton University Press, c2010.
Subjects:
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020 |a 9780691142128 (hbk.) 
040 |a DLC 
050 |a QA274.23  |b .X58 2010 
082 |2 22  |a 519.2 
100 1 |a Xiu, Dongbin,  |d 1971- 
245 1 |a Numerical methods for stochastic computations :  |b a spectral method approach /  |c Dongbin Xiu. 
260 1 |a Princeton, N.J. :  |b Princeton University Press,  |c c2010. 
300 1 |a xii, 125 p. :  |b ill. ;  |c 25 cm. 
504 1 |a Includes bibliographical references (p. [117]-125) and index. 
505 1 |a 1. Introduction -- 2. Basic concepts of probability theory -- 3. Survey of orthogonal polynomials and approximation theory -- 4. Formulation of stochastic systems -- 5. Generalized polynomial chaos -- 6. Stochastic Galerkin method -- 7. Stochastic collocation method -- 8. Miscellaneous topics and applications -- Appendix A. Some important orthogonal polynomials in the Askey scheme -- Appendix B. The truncated Gaussian model G(α, β). 
650 1 |a Stochastic differential equations  |x Numerical solutions 
650 1 |a Stochastic processes 
650 1 |a Spectral theory (Mathematics) 
650 1 |a Approximation theory 
650 1 |a Probabilities 
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