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Data-Driven Computational Methods: Parameter and Operator Estimations

John Harlim
Publisher: 
Cambridge University Press
Publication Date: 
2018
Number of Pages: 
158
Format: 
Hardcover
Price: 
56.00
ISBN: 
9781108615136
Category: 
Textbook
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1. Introduction
2. Markov chain Monte Carlo
3. Ensemble Kalman filters
4. Stochastic spectral methods
5. Karhunen–Loève expansion
6. Diffusion forecast
Appendix A. Elementary probability theory
Appendix B. Stochastic processes
Appendix C. Elementary differential geometry
References
Index.

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