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Stochastic differential equations are differential equations whose solutions are stochastic processes. They exhibit appealing mathematical properties that are useful in modeling uncertainties and noisy phenomena in many disciplines. This book is motivated by applications of stochastic differential equations in target tracking and medical technology and, in particular, their use in methodologies such as filtering, smoothing, parameter estimation, and machine learning. It builds an intuitive hands-on understanding of what stochastic differential equations are all about, but also covers the essentials of Itô calculus, the central theorems in the field, and such approximation schemes as stochastic Runge-Kutta. Greater emphasis is given to solution methods than to analysis of theoretical properties of the equations. The book's practical approach assumes only prior understanding of ordinary differential equations. The numerous worked examples and end-of-chapter exercises include application-driven derivations and computational assignments. MATLAB/Octave source code is available for download, promoting hands-on work with the methods. |
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 Java Collections
The Collections Framework is supplied with all versions of the Java 2 platform and provides programmers with incredibly efficient ways to manipulate data. However, given the large number of methods and classes in this library, using them correctly is hardly a cakewalk. Well-known columnist and bestselling author John Zukowski... | | LEGO Software Power Tools, With LDraw, MLCad, and LPub
Create Virtual 3D LEGO Models Using LEGO Software Power Tools LEGO Master Builders have created a powerful set of tools that are distributed as freeware to the LEGO community to assist LEGO fans in their building adventures. Until now, these tools have been difficult to find, and even more difficult to configure to work with one another.... | | iPod and iTunes For Dummies
Get going with your iPod & iTunes and this perennial bestseller - now in full-color!
iPod & iTunes For Dummies is the ultimate beginner's guide for getting started with your iPod and Apple's iTunes service. Now in its tenth edition, this helpful guide has been completely overhauled and boasts a... |
ASP.NET MVC 4 in Action
The ASP.NET MVC framework has come a long way over the last few years.
It was originally the vision of Scott Guthrie in early 2007, and with a subsequent
prototype demonstration in late 2007 and the hire of Phil Haack as a Senior Program
Manager, this vision became a reality. Several public previews ... | | Mastering Object-oriented Python
For those who know the basics of object-oriented Python this book is a must-have. With 750 code samples and a relaxed tutorial approach, it’s the seamless route to more sophisticated programming.
Overview
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Create applications with flexible logging, powerful configuration and command-line options,...
| | Photographic Atlas of the Moon'The concept of providing a day-by-day photographic guide for observing Lunar features throughout an entire Lunation, specifically aimed at owners of small telescopes, is excellent ... I recommend the book for those wishing to have a crash course on the Moon's features ...'. Mike Brown, Popular Astronomy
'... it is a splendid guide to... |
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