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Probability Concepts and Theory for Engineers
ISBN: 978-0-470-97646-3
February 2011
622 pages
Harry Schwarzlander, Formerly Department of Electrical and Computer Engineering, Syracuse University, Syracuse, NY, USA
A thorough introduction to the fundamentals of probability theory
This book offers a detailed explanation of the basic models and mathematical principles used in applying probability theory to practical problems. It gives the reader a solid foundation for formulating and solving many kinds of probability problems for deriving additional results that may be needed in order to address more challenging questions, as well as for proceeding with the study of a wide variety of more advanced topics.
Great care is devoted to a clear and detailed development of the ‘conceptual model' which serves as the bridge between any real-world situation and its analysis by means of the mathematics of probability. Throughout the book, this conceptual model is not lost sight of. Random variables in one and several dimensions are treated in detail, including singular random variables, transformations, characteristic functions, and sequences. Also included are special topics not covered in many probability texts, such as fuzziness, entropy, spherically symmetric random variables, and copulas.
Some special features of the book are:
Engineering students using this text will achieve a solid understanding and confidence in applying probability theory. It is also a useful resource for self-study, and for practicing engineers and researchers who need a more thorough grasp of particular topics.