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Computer-based Numerical and Statistical Techniques
Advances in fields such as bioengineering, industrial engineering, and robotic design now require engineers to have a sound background in statistical methods to optimize performance and minimize error in problem-solving applications. By joining statistical analysis with computer-based numerical methods, this book bridges the gap between theory and practice with software-based examples, flow charts, and applications. Designed for engineering students as well as practicing engineers and scientists, the book has numerous examples with in-text solutions. In terms of content, it covers the sequence of mathematical topics needed by the majority of university courses, including calculus, error-handling, and ODEs; in addition, the book covers statistical computation and testing of hypothesis—usually omitted from numerical methods texts. Using flow charts and computer programs, the authors demonstrate how the mathematical concepts will be implemented in practical applications such as circuits, signal processing, and more.
The book comprehensively covers the three fields: Numerical Methods Statistical Techniques and related Computer Programming. The highlights of the text are: The presentation of the subject matter is clear and lucid which will enable the student to learn the difficult topics easily. The subject matter is given in a systematic and interesting manner. Even an average student will be able to understand the subject without any difficulty. The book is simple and good for self-study also.