Factorization Methods for Discrete Sequential Estimation (Dover Books on Mathema 1.4tics)
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Factorization Methods for Discrete Sequential Estimation (Dover Boo...
Book Details
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Publisher: Dover
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Author: Gerald J. Bierman
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ISBN: 9780486449814
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Pages: 256
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Cover: Paperback, Illustrated
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Edition: Illustrated Edition
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Release Date: 26-05-2006
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Language: English
About The Book
This detailed reference text by Gerald J. Bierman is an in-depth exploration of matrix factorization methods, providing readers with a comprehensive understanding of the techniques widely used by numerical analysts. It focuses on creating efficient, reliable, and flexible estimation algorithms that are essential in various mathematical and engineering applications.
The book covers a wide range of topics, including least squares data processing, the Kalman filter algorithm, positive definite matrices, and the Cholesky decomposition. It also dives into advanced subjects like Householder orthogonal transformations, sequential square root data processing, biases, and process noise, making it a valuable resource for advanced undergraduates, graduate students, and professionals in the field.
With numerous appendices, this book not only offers practical methods but also serves as an excellent reference for anyone interested in statistical estimation and data analysis.
