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Record 22 of 34
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Author
Lewis, J. M.
Title
Dynamic data assimilation : a least squares approach / John M. Lewis, S. Lakshmivarahan, Sudarshan Dhall
Published
Cambridge : Cambridge University Press, 2006
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EBSCO eBooks
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Description
1 online resource (xxii, 654 pages) : illustrations, map
Series
Encyclopedia of mathematics and its applications ; 104
Encyclopedia of mathematics and its applications ; 104.
Contents
1. Synopsis -- 2. Pathways into data assimilation : illustrative examples -- 3. Applications -- 4. Brief history of data assimilation -- 5. Linear least squares estimation : method of normal equations -- 6. A geometric view : projection and invariance -- 7. Nonlinear least squares estimation -- 8. Recursive least squares estimation -- 9. Matrix methods -- 10. Optimization : steepest descent method -- 11. Conjugate direction/gradient methods -- 12. Newton and quasi-Newton methods -- 13. Principles of statistical estimation -- 14. Statistical least squares estimation -- 15. Maximum likelihood method -- 16. Bayesian estimation method -- 17. From Gauss to Kalman : sequential, linear minimum variance estimation
Summary
A basic one-stop reference for graduate students and researchers
Bibliography
Includes bibliographical references and index
Notes
Print version record
Subject
Simulation methods.
Mathematical models.
Models, Theoretical
simulation methods.
mathematical models.
MATHEMATICS -- General.
Mathematical models
Simulation methods
Dynamische systemen.
Ontbrekende gegevens.
Wiskundige modellen.
Kleinste-kwadratenmethode.
Genre/Form
Electronic books
Form
Electronic book
Author
Lakshmivarahan, S.
Dhall, Sudarshan Kumar, 1937-
ISBN
9781461941507
1461941504
9780511526480
0511526482
9781107390423
1107390427
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