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Probability, Random Variables and Stochastic Processes

852 pages, 2002

science & nature

science & nature

1064 books
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Description
The fourth edition of Probability, Random Variables, and Stochastic Processes has been extensively revised from the previous edition and now includes co-author S. Unnikrishna Pillai of Polytechnic University. The book is intended for a senior/graduate level course in probability theory and is aimed at students in electrical engineering, math, and physics departments. The author's approach is to develop this subject as a deductive discipline and to illustrate the theory with basic applications of engineering interest. Approximately 1/3 of the text is new material--this material maintains the style and spirit of previous editions. A number of additional examples have been added for further clarity, as well as several new topics such as risk theory and stochastic processes in finance.
Understanding Probability

In his book, Athanasios Papoulis takes you on a journey to explore the concept of probability. He breaks down complex theories into simple, understandable terms. You'll find yourself gaining a deeper understanding of how probability works and how it's applied in real-world scenarios.

The World of Random Variables

Papoulis introduces the concept of random variables in a way that's easy to grasp. He explains how they are used in statistical analysis and how they can help predict future events. This book will give you a new perspective on how to use random variables in your own research.

Stochastic Processes Simplified

Stochastic processes can seem intimidating, but not with Papoulis. He simplifies these processes, making them accessible to everyone. You'll see how these processes are used in various fields, from engineering to finance, and how they can help you make sense of unpredictable events.

Practical Applications

One of the best parts of this book is how Papoulis connects theory with practice. He provides numerous examples and exercises that allow you to apply what you've learned. This hands-on approach helps you see the practical applications of probability, random variables, and stochastic processes.

A Comprehensive Guide

Probability, Random Variables and Stochastic Processes is more than just a textbook. It's a comprehensive guide that will help you understand these complex concepts. Whether you're a student, a researcher, or just someone interested in learning more about these topics, this book is a must-read.

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