Fundamentals of applied probability and random processes
著者
書誌事項
Fundamentals of applied probability and random processes
Academic Press , Elsevier, c2014
2nd ed
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注記
Includes bibliographical references and index
内容説明・目次
内容説明
The long-awaited revision of Fundamentals of Applied Probability and Random Processes expands on the central components that made the first edition a classic. The title is based on the premise that engineers use probability as a modeling tool, and that probability can be applied to the solution of engineering problems. Engineers and students studying probability and random processes also need to analyze data, and thus need some knowledge of statistics. This book is designed to provide students with a thorough grounding in probability and stochastic processes, demonstrate their applicability to real-world problems, and introduce the basics of statistics. The book's clear writing style and homework problems make it ideal for the classroom or for self-study.
目次
1. Basic Probability Concepts2. Random Variables3. Moments of Random Variables4. Special Probability Distributions5. Multiple Random Variables6. Functions of Random Variables7. Transform Methods8. Introduction to Descriptive Statistics9. Introduction to Inferential Statistics10. Introduction to Random Processes11. Linear Systems with Random Inputs12. Special Random Processes
Appendix: Table of CDF of the Standard Normal Random Variable
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