Free Download Applied Stochastic Differential Equations (Institute of Mathematical Statistics Textbooks)
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Applied Stochastic Differential Equations (Institute of Mathematical Statistics Textbooks)
Free Download Applied Stochastic Differential Equations (Institute of Mathematical Statistics Textbooks)
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Review
'Stochastic differential equations have long been used by physicists and engineers, especially in filtering and prediction theory, and more recently have found increasing application in the life sciences, finance and an ever-increasing range of fields. The authors provide intended users with an intuitive, readable introduction and overview without going into technical mathematical details from the often-demanding theory of stochastic analysis, yet clearly pointing out the pitfalls that may arise if its distinctive differences are disregarded. A large part of the book deals with underlying ideas and methods, such as analytical, approximative and computational, which are illustrated through many insightful examples. Linear systems, especially with additive noise and Gaussian solutions, are emphasized, though nonlinear systems are not neglected, and a large number of useful results and formulas are given. The latter part of the book provides an up to date survey and comparison of filtering and parameter estimation methods with many representative algorithms, and culminates with their application to machine learning.' Peter Kloeden, Johann Wolfgang Goethe-Universität Frankfurt am Main
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Book Description
This intuitive hands-on text introduces stochastic differential equations (SDEs) as motivated by applications in target tracking and medical technology, and covers their use in methodologies such as filtering, parameter estimation, and machine learning. Examples include applications of SDEs arising in physics and electrical engineering.
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Product details
Series: Institute of Mathematical Statistics Textbooks (Book 10)
Paperback: 300 pages
Publisher: Cambridge University Press (June 30, 2019)
Language: English
ISBN-10: 1316649466
ISBN-13: 978-1316649466
Product Dimensions:
6 x 9 inches
Shipping Weight: 1.1 pounds (View shipping rates and policies)
Average Customer Review:
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Amazon Best Sellers Rank:
#1,062,958 in Books (See Top 100 in Books)
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