Probability, Random Variables, Statistics, and Random Processes: Fundamentals & Applications (Hardback)Ali Grami (author)
- Coming soon
This is an undergraduate-level textbook, which lucidly provides the basic principles and applications of probability, random variables, statistics, and random processes. It is a comprehensive, introductory book on all critical elements of the area, where the tone is simple and clear to ensure a thorough understanding. A solid foundation of probability theory is first laid. The classical applications of probability in counting, gambling, engineering, security, and decision making, to name a few, through an array of illustrative examples, are then introduced. The basic concepts of single and multiple random variables, along with intuitive explanations and practical applications behind them, are fully discussed. Basic estimation techniques of a random variable as well as parameter estimation and hypothesis testing in statistics, augmented with insightful descriptions, are presented. Lastly, the characterization, classifications and processing of random processes, and some of their basic applications are also covered. The focus of this book is to provide fundamental knowledge, through an array of illustrative examples and practical applications, rather than to describe technology and its evolutions and advances in the industry. The entire book is meant to be a solid building block of knowledge to help students in their fields of studies.
Publisher: John Wiley & Sons Inc
Number of pages: 500
Weight: 666 g
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